Works (151)

Updated: February 22nd, 2024 06:07

2024 article

Estimation of optimal treatment regimes with electronic medical record data using the residual life value estimator

Rhodes, G., Davidian, M., & Lu, W. (2024, February 9). BIOSTATISTICS, Vol. 2.

By: G. Rhodes, M. Davidian & W. Lu

author keywords: context vector; dynamic treatment regime; electronic medical record; MIMIC-III; precision medicine; Q-learning; random forest; residual life; sepsis
Sources: Web Of Science, ORCID
Added: February 19, 2024

2023 journal article

Behavioral cancer pain intervention dosing: results of a Sequential Multiple Assignment Randomized Trial

PAIN, 164(9), 1935–1941.

By: T. Somers*, J. Winger*, H. Fisher*, K. Hyland*, M. Davidian n, E. Laber*, S. Miller*, S. Kelleher* ...

co-author countries: United States of America 🇺🇸
author keywords: Behavioral pain intervention; Coping skills; SMART design; Breast cancer; Pain
Sources: Web Of Science, ORCID
Added: September 18, 2023

2023 journal article

Cost-Effectiveness Analysis Evaluating Delivery Strategies for Pain Coping Skills Training in Women With Breast Cancer

JOURNAL OF PAIN, 24(9), 1712–1720.

By: Y. Li*, S. Reed*, J. Winger*, K. Hyland*, H. Fisher*, S. Kelleher*, S. Miller*, M. Davidian n ...

co-author countries: United States of America 🇺🇸
author keywords: Cost-effectiveness; pain coping skills training; cancer pain; cognitive-behavioral therapy; behavioral pain management
Sources: Web Of Science, ORCID
Added: October 23, 2023

2023 journal article

DYNAMIC PREDICTION OF RESIDUAL LIFE WITH LONGITUDINAL COVARIATES USING LONG SHORT-TERM MEMORY NETWORKS

ANNALS OF APPLIED STATISTICS, 17(3), 2039–2058.

By: G. Rhodes n, M. Davidian n & W. Lu n

co-author countries: United States of America 🇺🇸
author keywords: Biomarker; dynamic prediction; electronic medical record; long short-term memory network; longitudinal data; MIMIC-III; neural network; residual life; sepsis; transformed mean residual life model
Sources: Web Of Science, ORCID
Added: November 6, 2023

2023 article

Interim monitoring of sequential multiple assignment randomized trials using partial information

Manschot, C., Laber, E., & Davidian, M. (2023, March 22). BIOMETRICS, Vol. 3.

By: C. Manschot*, E. Laber* & M. Davidian*

author keywords: augmented inverse probability weighting; clinical trials; double robustness; dynamic treatment regimes; early stopping; group sequential analysis
Sources: Web Of Science, ORCID
Added: April 4, 2023

2022 article

A general framework for subgroup detection via one-step value difference estimation

Johnson, D., Lu, W., & Davidian, M. (2022, August 2). BIOMETRICS, Vol. 8.

By: D. Johnson*, W. Lu n & M. Davidian n

co-author countries: United States of America 🇺🇸
author keywords: exceptional law; optimal treatment rule; precision medicine; subgroup test; survival analysis; value function
Sources: Web Of Science, ORCID
Added: August 15, 2022

2022 article

Group sequential methods for interim monitoring of randomized clinical trials with time-lagged outcome

Tsiatis, A. A., & Davidian, M. (2022, September 18). STATISTICS IN MEDICINE, Vol. 9.

By: A. Tsiatis n & M. Davidian n

co-author countries: United States of America 🇺🇸
author keywords: augmented inverse probability weighting; early stopping; influence function; proportion of information
MeSH headings : Humans; Randomized Controlled Trials as Topic; Odds Ratio; Research Design
Sources: Web Of Science, ORCID
Added: October 3, 2022

2022 journal article

Methods Based on Semiparametric Theory for Analysis in the Presence of Missing Data

ANNUAL REVIEW OF STATISTICS AND ITS APPLICATION, 9, 167–196.

By: M. Davidian n

co-author countries: United States of America 🇺🇸
author keywords: augmentation; double robustness; influence function; inverse probability weighting of complete cases; missing at random; monotone missingness
Sources: Web Of Science, ORCID
Added: May 31, 2022

2022 journal article

Telehealth and racial disparities in colorectal cancer screening: A pilot study of how virtual clinician characteristics influence screening intentions

JOURNAL OF CLINICAL AND TRANSLATIONAL SCIENCE, 6(1).

By: E. Cooks*, K. Duke n, J. Neil*, M. Vilaro*, D. Wilson-Howard*, F. Modave*, T. George*, F. Odedina* ...

co-author countries: United States of America 🇺🇸
author keywords: Cancer health disparities; colorectal cancer screening; telehealth; virtual human technology; precision prevention
Sources: Web Of Science, ORCID
Added: May 23, 2022

2021 journal article

A Pilot Study Examining the Efficacy of Delivering Colorectal Cancer Screening Messages via Virtual Health Assistants

American Journal of Preventive Medicine, 61(2), 251–255.

By: J. Krieger*, J. Neil*, K. Duke*, M. Zalake*, F. Tavassoli*, M. Vilaro*, D. Wilson-Howard*, S. Chavez* ...

co-author countries: United States of America 🇺🇸
MeSH headings : Adult; Black or African American; Colorectal Neoplasms / diagnosis; Early Detection of Cancer; Humans; Mass Screening; Pilot Projects
Source: ORCID
Added: January 26, 2023

2021 article

Estimating vaccine efficacy over time after a randomized study is unblinded

Tsiatis, A. A., & Davidian, M. (2021, August 13). BIOMETRICS, Vol. 8.

By: A. Tsiatis n & M. Davidian n

co-author countries: United States of America 🇺🇸
author keywords: crossover; inverse probability weighting; potential outcomes; randomized phase 3 vaccine trial; waning vaccine efficacy
MeSH headings : COVID-19 / prevention & control; COVID-19 Vaccines; Humans; Pandemics / prevention & control; Randomized Controlled Trials as Topic; Research Design; SARS-CoV-2; Vaccine Efficacy
Sources: Web Of Science, ORCID
Added: August 23, 2021

2021 article

Estimation of the odds ratio in a proportional odds model with censored time-lagged outcome in a randomized clinical trial

Tsiatis, A. A., Davidian, M., & Holloway, S. T. (2021, December 17). BIOMETRICS, Vol. 12.

By: A. Tsiatis n, M. Davidian n & S. Holloway n

co-author countries: United States of America 🇺🇸
author keywords: augmented inverse probability weighting; censored ordinal categorical outcome; covariate adjustment; COVID-19 treatment; estimating function; marked point process
Sources: ORCID, Web Of Science
Added: December 17, 2021

2021 article

Rejoinder: Estimating vaccine efficacy over time after a randomized study is unblinded

Tsiatis, A. A., & Davidian, M. (2021, August 22). BIOMETRICS, Vol. 8.

By: A. Tsiatis n & M. Davidian n

co-author countries: United States of America 🇺🇸
MeSH headings : Randomized Controlled Trials as Topic; Vaccine Efficacy
Sources: Web Of Science, ORCID
Added: August 30, 2021

2020 book

Dynamic Treatment Regimes: Statistical Methods for Precision Medicine

In CRC Press.

By: A. Tsiatis, M. Davidian, E. Laber & S. Holloway

Event: at Boca Raton, FL

Sources: ORCID, NC State University Libraries
Added: January 23, 2020

2019 review

Application of a sequential multiple assignment randomized trial (SMART) design in older patients with chronic lymphocytic leukemia

[Review of ]. ANNALS OF ONCOLOGY, 30(4), 542–550.

By: A. Ruppert*, J. Yin, M. Davidian n, A. Tsiatis n, J. Byrd*, J. Woyach*, S. Mandrekar

co-author countries: United States of America 🇺🇸
author keywords: SMART; CLL; design strategies; adaptive interventions; randomized clinical trials
MeSH headings : Age Factors; Aged; Antineoplastic Combined Chemotherapy Protocols / therapeutic use; Data Analysis; Disease Progression; Feasibility Studies; Humans; Leukemia, Lymphocytic, Chronic, B-Cell / drug therapy; Leukemia, Lymphocytic, Chronic, B-Cell / mortality; Progression-Free Survival; Randomized Controlled Trials as Topic; Research Design; Sample Size
Sources: Web Of Science, ORCID
Added: June 17, 2019

2018 journal article

Interpretable Dynamic Treatment Regimes

JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION, 113(524), 1541–1549.

By: Y. Zhang*, E. Laber n, M. Davidian n & A. Tsiatis n

co-author countries: United States of America 🇺🇸
author keywords: Decision lists; Interpretability; Precision medicine; Research-practice gap; Treatment regimes; Tree-based methods
Sources: Web Of Science, ORCID
Added: February 18, 2019

2018 journal article

Optimal two-stage dynamic treatment regimes from a classification perspective with censored survival data

BIOMETRICS, 74(4), 1180–1192.

By: R. Hager*, A. Tsiatis n & M. Davidian n

co-author countries: United States of America 🇺🇸
author keywords: Doubly robust; Inverse probability weighting; Optimal treatment regime; Sequential multiple assignment randomized trial; Support vector machine; Value search
MeSH headings : Acute Disease; Algorithms; Biometry / methods; Computer Simulation; Decision Support Techniques; Humans; Leukemia; Outcome Assessment, Health Care / methods; Outcome Assessment, Health Care / standards; Randomized Controlled Trials as Topic; Support Vector Machine; Survival Analysis
Sources: Web Of Science, ORCID
Added: February 25, 2019

2018 entry reference

Q-Learning

By: E. Laber n, E. Rose n, M. Davidian n & A. Tsiatis n

co-author countries: United States of America 🇺🇸
Sources: Crossref, ORCID
Added: January 19, 2020

2017 journal article

Biometrics, JABES and the International Biometric Society

Journal of Agricultural, Biological and Environmental Statistics, 22(3), 221–223.

By: E. Thompson*, M. Davidian* & S. Buckland*

co-author countries: United Kingdom of Great Britain and Northern Ireland 🇬🇧 United States of America 🇺🇸
Sources: Crossref, ORCID
Added: January 13, 2020

2017 journal article

Dynamic treatment regimes, past, present, and future: A conversation with experts

STATISTICAL METHODS IN MEDICAL RESEARCH, 26(4), 1605–1610.

By: E. Laber n & M. Davidian n

co-author countries: United States of America 🇺🇸
author keywords: Optimal dynamic treatment regime; sequential multiple assignment randomized trial; mHealth; clinical trials; treatment sequence
MeSH headings : Datasets as Topic / trends; History, 20th Century; History, 21st Century; Humans; Precision Medicine / trends; Randomized Controlled Trials as Topic / history; Randomized Controlled Trials as Topic / methods
Sources: Web Of Science, ORCID
Added: August 6, 2018

2017 journal article

Optimizing delivery of a behavioral pain intervention in cancer patients using a sequential multiple assignment randomized trial SMART

Contemporary Clinical Trials, 57, 51–57.

By: S. Kelleher*, C. Dorfman*, J. Plumb Vilardaga*, C. Majestic*, J. Winger*, V. Gandhi*, C. Nunez*, A. Van Denburg* ...

co-author countries: United States of America 🇺🇸
author keywords: Smart; Novel trial designs; Breast cancer; Pain; Pain coping skills training; Symptom management
MeSH headings : Adaptation, Psychological; Adult; Breast Neoplasms / complications; Breast Neoplasms / therapy; Cognitive Behavioral Therapy / economics; Cognitive Behavioral Therapy / methods; Cost-Benefit Analysis; Female; Humans; Pain Management / economics; Pain Management / methods; Pain Measurement
Sources: Crossref, ORCID, NC State University Libraries
Added: August 6, 2018

2017 article

Special Issue of Journal of Biopharmaceutical Statistics dedicated to 2016 Trends and Innovations in Clinical Trial Statistics (TICTS) Conference

JOURNAL OF BIOPHARMACEUTICAL STATISTICS, Vol. 27, pp. 357–357.

By: M. Davidian n, A. Ivanova* & O. Marchenko*

co-author countries: United States of America 🇺🇸
MeSH headings : Biological Products; Biopharmaceutics / statistics & numerical data; Clinical Trials as Topic / statistics & numerical data; Congresses as Topic
Sources: Web Of Science, ORCID
Added: August 6, 2018

2017 journal article

Survival benefit of lung transplantation in the modern era of lung allocation

Annals of the American Thoracic Society, 14(2), 172–181.

By: D. Vock, M. Durheim, W. Tsuang, C. Copeland, A. Tsiatis, M. Davidian, M. Neely, D. Lederer, S. Palmer

Source: NC State University Libraries
Added: August 6, 2018

2017 personal communication

The analysis of multivariate longitudinal data: A review: Response to letter of M. Gebregziabher

Verbeke, G., Fieuws, S., Molenberghs, G., & Davidian, M. (2017, February).

co-author countries: Belgium 🇧🇪 United States of America 🇺🇸
MeSH headings : Longitudinal Studies; Multivariate Analysis
Sources: Web Of Science, ORCID
Added: August 6, 2018

2016 journal article

A Placebo-Controlled, Prospective, Randomized Clinical Trial of Polyethylene Glycol and Methylprednisolone Sodium Succinate in Dogs with Intervertebral Disk Herniation

JOURNAL OF VETERINARY INTERNAL MEDICINE, 30(1), 206–214.

By: N. Olby n, A. Muguet-Chanoit n, J. Lim n, M. Davidian n, C. Mariani n, A. Freeman*, S. Platt*, J. Humphrey n ...

co-author countries: United States of America 🇺🇸

Contributors: N. Olby n, A. Muguet-Chanoit n, J. Lim n, M. Davidian n, C. Mariani n, A. Freeman*, S. Platt*, J. Humphrey n ...

author keywords: Neuroprotection; Paraplegia; Secondary injury; Spinal cord injury
MeSH headings : Animals; Anti-Inflammatory Agents / administration & dosage; Anti-Inflammatory Agents / therapeutic use; Dog Diseases / drug therapy; Dogs; Female; Intervertebral Disc Displacement / drug therapy; Intervertebral Disc Displacement / veterinary; Male; Methylprednisolone Hemisuccinate / administration & dosage; Methylprednisolone Hemisuccinate / therapeutic use; Nociception / drug effects; Polyethylene Glycols / administration & dosage; Polyethylene Glycols / therapeutic use
Sources: Web Of Science, ORCID
Added: August 6, 2018

2016 chapter

Dynamic treatment regimes

In S. L. George, X. Wang, & H. Pang (Eds.), Cancer Clinical Trials: Current and Controversial Issues in Design and Analysis (pp. 409–446). Boca Raton: Chapman & Hall/CRC Press.

By: M. Davidian, A. Tsiatis & E. Laber

Ed(s): S. George, X. Wang & H. Pang

Source: NC State University Libraries
Added: January 27, 2020

2016 article

Estimating optimal treatment regimes from a classification perspective (vol 1, pg 103, 2012)

STAT, Vol. 5, pp. 278–278.

By: B. Zhang*, A. Tsiatis n, M. Davidian n, M. Zhang* & E. Laber n

co-author countries: United States of America 🇺🇸
Sources: Web Of Science, ORCID
Added: August 6, 2018

2016 journal article

On estimation of optimal treatment regimes for maximizing t -year survival probability

Journal of the Royal Statistical Society: Series B (Statistical Methodology), 79(4), 1165–1185.

By: R. Jiang n, W. Lu n, R. Song n & M. Davidian n

co-author countries: United States of America 🇺🇸
author keywords: Inverse probability weighted estimation; Kaplan-Meier estimator; Optimal treatment regime; Personalized medicine; Survival probability; Value function
Sources: Web Of Science, ORCID, Crossref
Added: August 6, 2018

2016 entry reference

Optimal Dynamic Treatment Regimes

By: M. Davidian n, A. Tsiatis n & E. Laber n

co-author countries: United States of America 🇺🇸
Sources: Crossref, ORCID
Added: January 19, 2020

2016 journal article

Ten Simple Rules for Effective Statistical Practice

PLOS Computational Biology, 12(6), e1004961.

By: R. Kass*, B. Caffo*, M. Davidian n, X. Meng*, B. Yu* & N. Reid*

co-author countries: Canada 🇨🇦 United States of America 🇺🇸

Ed(s): F. Lewitter

MeSH headings : Algorithms; Computational Biology / methods; Computer Simulation; Data Accuracy; Data Interpretation, Statistical; Information Dissemination / methods; Models, Statistical
Sources: Crossref, ORCID, NC State University Libraries
Added: August 6, 2018

2015 journal article

A robust method for estimating optimal treatment regimes

Biometrics, 71, 271–273.

By: B. Zhang, A. Tsiatis, E. Laber & M. Davidian

MeSH headings : Breast Neoplasms / epidemiology; Breast Neoplasms / therapy; Clinical Trials as Topic / methods; Decision Support Systems, Clinical; Female; Humans; Models, Statistical; Outcome Assessment, Health Care / methods
Sources: Crossref, ORCID
Added: January 27, 2020

2015 chapter

Chapter 9: Value search estimators for optimal dynamic treatment regimes

In Adaptive Treatment Strategies in Practice (pp. 135–155).

By: M. Davidian*, A. Tsiatis & E. Laber

Sources: Crossref, ORCID
Added: January 22, 2020

2015 journal article

Estimation After a Group Sequential Trial

STATISTICS IN BIOSCIENCES, 7(2), 187–205.

By: E. Milanzi*, G. Molenberghs*, A. Alonso*, M. Kenward*, A. Tsiatis n, M. Davidian n, G. Verbeke*

co-author countries: Belgium 🇧🇪 United Kingdom of Great Britain and Northern Ireland 🇬🇧 Netherlands 🇳🇱 United States of America 🇺🇸
author keywords: Exponential family; Frequentist inference; Generalized sample average; Joint modeling; Likelihood inference; Missing at random; Sample average
Sources: Web Of Science, ORCID
Added: August 6, 2018

2015 journal article

Properties of Estimators in Exponential Family Settings with Observationbased Stopping Rules

Journal of Biometrics & Biostatistics, 07(01).

co-author countries: Belgium 🇧🇪 United Kingdom of Great Britain and Northern Ireland 🇬🇧 United States of America 🇺🇸
Sources: Crossref, ORCID
Added: January 19, 2020

2015 journal article

Using Decision Lists to Construct Interpretable and Parsimonious Treatment Regimes

BIOMETRICS, 71(4), 895–904.

By: Y. Zhang n, E. Laber n, A. Tsiatis n & M. Davidian n

co-author countries: United States of America 🇺🇸
author keywords: Decision lists; Exploratory analyses; Interpretability; Personalized medicine; Treatment regimes
MeSH headings : Biometry / methods; Breast Neoplasms / drug therapy; Clinical Protocols; Clinical Trials as Topic / statistics & numerical data; Computer Simulation; Decision Trees; Depression / therapy; Evidence-Based Medicine / statistics & numerical data; Female; Humans; Models, Statistical; Precision Medicine / statistics & numerical data
Sources: Web Of Science, ORCID
Added: August 6, 2018

2015 journal article

Using pilot data to size a two-arm randomized trial to find a nearly optimal personalized treatment strategy

Statistics in Medicine, 35(8), 1245–1256.

By: E. Laber*, Y. Zhao*, T. Regh*, M. Davidian*, A. Tsiatis*, J. Stanford*, D. Zeng*, R. Song*, M. Kosorok*

co-author countries: United Kingdom of Great Britain and Northern Ireland 🇬🇧
author keywords: personalized medicine; sample size calculation; treatment regimes; nonregular asymptotics; projection confidence region
MeSH headings : Biostatistics; Computer Simulation; Confidence Intervals; Data Interpretation, Statistical; Evidence-Based Practice / statistics & numerical data; Female; Fertility; Humans; Male; Models, Statistical; Pilot Projects; Precision Medicine / statistics & numerical data; Pregnancy; Randomized Controlled Trials as Topic / statistics & numerical data; Regression Analysis; Sample Size
Sources: Crossref, ORCID, Web Of Science
Added: August 6, 2018

2014 personal communication

Collaboration To Meet the Statistical Needs in the Chemistry Curriculum

Davidian, M., & Kutal, C. (2014, January).

By: M. Davidian n & C. Kutal*

co-author countries: United States of America 🇺🇸
author keywords: General Public; First-Year Undergraduate/General; Second-Year Undergraduate; Interdisciplinary/Multidisciplinary; Curriculum
Sources: Web Of Science, ORCID
Added: August 6, 2018

2014 article

Combining Biomarkers to Optimize Patient Treatment Recommendations Discussions

Laber, E. B., Tsiatis, A. A., Davidian, M., & Holloway, S. T. (2014, September). BIOMETRICS, Vol. 70, pp. 707–710.

By: E. Laber n, A. Tsiatis n, M. Davidian n & S. Holloway n

co-author countries: United States of America 🇺🇸
MeSH headings : Biomarkers, Tumor / blood; Biometry / methods; Breast Neoplasms / blood; Breast Neoplasms / therapy; Data Interpretation, Statistical; Female; Humans; Male; Outcome Assessment, Health Care / methods
Sources: Web Of Science, ORCID
Added: August 6, 2018

2014 chapter

Missing data methods: A semiparametric perspective

In G. Fitzmaurice, M. Kenward, G. Molenberghs, A. A. Tsiatis, & G. Verbeke (Eds.), Handbook of Missing Data. Boca Raton: Chapman & Hall/CRC Press.

By: A. Tsiatis & M. Davidian

Ed(s): G. Fitzmaurice, M. Kenward, G. Molenberghs, A. Tsiatis & G. Verbeke

Source: NC State University Libraries
Added: January 27, 2020

2014 journal article

On random sample size, ignorability, ancillarity, completeness, separability, and degeneracy: Sequential trials, random sample sizes, and missing data

STATISTICAL METHODS IN MEDICAL RESEARCH, 23(1), 11–41.

co-author countries: Belgium 🇧🇪 United Kingdom of Great Britain and Northern Ireland 🇬🇧 Netherlands 🇳🇱 United States of America 🇺🇸
author keywords: Frequentist inference; generalized sample average; informative cluster size; joint modeling; likelihood inference; missing at random; random cluster size
MeSH headings : Likelihood Functions; Models, Statistical; Probability; Sample Size
Sources: Web Of Science, ORCID
Added: August 6, 2018

2014 journal article

Publishing without perishing and other career advice

Past, Present, and Future of Statistical Science, 581–591.

By: M. Davidian

Source: NC State University Libraries
Added: August 6, 2018

2014 journal article

Q- and A-Learning Methods for Estimating Optimal Dynamic Treatment Regimes

STATISTICAL SCIENCE, 29(4), 640–661.

By: P. Schulte*, A. Tsiatis n, E. Laber n & M. Davidian n

co-author countries: United States of America 🇺🇸
author keywords: Advantage learning; bias-variance trade-off; model misspecification; personalized medicine; potential outcomes; sequential decision-making
Sources: Web Of Science, ORCID
Added: August 6, 2018

2014 chapter

Research Methods for Clinical Trials in Personalized Medicine: A Systematic Review

In Lost in Translation (pp. 659–684).

By: Z. Ren*, M. Davidian n, S. George*, R. Goldberg*, F. Wright*, A. Tsiatis n, M. Kosorok*

co-author countries: United States of America 🇺🇸
Sources: Crossref, ORCID
Added: January 22, 2020

2014 journal article

SNP_NLMM: A SAS Macro to Implement a Flexible Random Effects Density for Generalized Linear and Nonlinear Mixed Models

Journal of Statistical Software, 56(Code Snippet 2).

By: D. Vock, M. Davidian* & A. Tsiatis

Sources: Crossref, ORCID
Added: January 22, 2020

2014 book

The Work of Raymond J. Carroll

Marie Davidian; Len Stefanski

Ed(s): M. Davidian n, X. Lin*, J. Morris & L. Stefanski n

Sources: Crossref, ORCID
Added: August 6, 2018

2014 journal article

The analysis of multivariate longitudinal data: A review

STATISTICAL METHODS IN MEDICAL RESEARCH, 23(1), 42–59.

co-author countries: Belgium 🇧🇪 United States of America 🇺🇸
author keywords: Mixed models; random effects; shared parameters; marginal models; conditional models; latent variables
MeSH headings : Hearing; Humans; Longitudinal Studies; Models, Statistical; Multivariate Analysis
Sources: Web Of Science, ORCID
Added: August 6, 2018

2013 journal article

Assessing the Causal Effect of Organ Transplantation on the Distribution of Residual Lifetime

BIOMETRICS, 69(4), 820–829.

By: D. Vock*, A. Tsiatis n, M. Davidian n, E. Laber n, W. Tsuang*, C. Copeland*, S. Palmer*

co-author countries: United States of America 🇺🇸
author keywords: Causal inference; G-estimation; Lung transplantation; Martingale theory; Structural nested failure time models
MeSH headings : Adolescent; Adult; Age Distribution; Aged; Aged, 80 and over; Causality; Data Interpretation, Statistical; Humans; Internationality; Life Expectancy; Lung Diseases / mortality; Lung Diseases / surgery; Lung Transplantation / mortality; Middle Aged; Outcome Assessment, Health Care / methods; Survival Rate; Young Adult
Sources: Web Of Science, ORCID
Added: August 6, 2018

2013 chapter

Bias Reduction in Logistic Regression with Estimated Variance Predictors

In ISS-2012 Proceedings Volume On Longitudinal Data Analysis Subject to Measurement Errors, Missing Values, and/or Outliers (pp. 33–51).

By: L. Thomas*, L. Stefanski n & M. Davidian n

co-author countries: United States of America 🇺🇸
Sources: Crossref, ORCID
Added: March 13, 2020

2013 journal article

Building the Biostatistics Pipeline: Summer Institutes for Training in Biostatistics (SIBS)

CHANCE, 26(1), 4–9.

By: L. Sullivan*, M. Davidian n, A. DeStefano* & R. Stone*

co-author countries: United States of America 🇺🇸
Sources: Crossref, ORCID
Added: January 23, 2020

2013 journal article

Moment adjusted imputation for multivariate measurement error data with applications to logistic regression

COMPUTATIONAL STATISTICS & DATA ANALYSIS, 67, 15–24.

By: L. Thomas*, L. Stefanski n & M. Davidian n

co-author countries: United States of America 🇺🇸
author keywords: Moment adjusted imputation; Multivariate measurement error; Logistic regression; Regression calibration
Sources: Web Of Science, ORCID
Added: August 6, 2018

2013 journal article

Robust estimation of optimal dynamic treatment regimes for sequential treatment decisions

BIOMETRIKA, 100(3), 681–694.

By: B. Zhang*, A. Tsiatis n, E. Laber n & M. Davidian n

co-author countries: China 🇨🇳 United States of America 🇺🇸
author keywords: A-learning; Double robustness; Outcome regression; Propensity score; Q-learning
Sources: Web Of Science, ORCID
Added: August 6, 2018

2013 article

The International Year of Statistics: A Celebration and A Call to Action

Davidian, M. (2013, December). JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION, Vol. 108, pp. 1141–1146.

By: M. Davidian n

co-author countries: United States of America 🇺🇸
Sources: Web Of Science, ORCID
Added: August 6, 2018

2012 journal article

A Robust Method for Estimating Optimal Treatment Regimes

BIOMETRICS, 68(4), 1010–1018.

By: B. Zhang n, A. Tsiatis n, E. Laber n & M. Davidian n

co-author countries: United States of America 🇺🇸
author keywords: Doubly robust estimator; Inverse probability weighting; Outcome regression; Personalized medicine; Potential outcomes; Propensity score
MeSH headings : Breast Neoplasms / epidemiology; Breast Neoplasms / therapy; Clinical Trials as Topic / methods; Computer Simulation; Decision Support Systems, Clinical; Female; Humans; Models, Statistical; Outcome Assessment, Health Care / methods; Prevalence; Regression Analysis; Treatment Outcome
Sources: Web Of Science, ORCID
Added: August 6, 2018

2012 journal article

Estimating optimal treatment regimes from a classification perspective

Stat, 1(1), 103–114.

By: B. Zhang*, A. Tsiatis n, M. Davidian n, M. Zhang* & E. Laber n

co-author countries: United States of America 🇺🇸
author keywords: classification; doubly robust estimator; inverse probability weighting; personalized medicine; potential outcomes; propensity score
Sources: ORCID, Crossref
Added: January 23, 2020

2012 journal article

Mixed model analysis of censored longitudinal data with flexible random-effects density

BIOSTATISTICS, 13(1), 61–73.

By: D. Vock n, M. Davidian n, A. Tsiatis n & A. Muir*

co-author countries: United States of America 🇺🇸
author keywords: Censoring; HCV; HIV; Limit of quantification; Longitudinal data; Random effects
MeSH headings : Antiviral Agents / therapeutic use; Bias; Biostatistics; Data Interpretation, Statistical; Hepatitis C / drug therapy; Hepatitis C / virology; Humans; Interferon-alpha / therapeutic use; Linear Models; Longitudinal Studies; Models, Statistical; Statistics, Nonparametric; Viral Load / drug effects
Sources: Web Of Science, ORCID
Added: August 6, 2018

2012 journal article

Variable selection for covariate-adjusted semiparametric inference in randomized clinical trials

STATISTICS IN MEDICINE, 31(29), 3789–3804.

By: S. Yuan n, H. Zhang n & M. Davidian n

co-author countries: United States of America 🇺🇸
author keywords: covariate adjustment; false selection rate control; oracle property; semiparametric treatment effect estimation; shrinkage methods; variable selection
MeSH headings : Algorithms; Humans; Models, Statistical; Randomized Controlled Trials as Topic / statistics & numerical data; Research Design; Selection Bias; Statistics, Nonparametric
Sources: Web Of Science, ORCID
Added: August 6, 2018

2012 article

Why Statistics?

Davidian, M., & Louis, T. A. (2012, April 6). SCIENCE, Vol. 336, pp. 12–12.

By: M. Davidian* & T. Louis*

co-author countries: United States of America 🇺🇸
MeSH headings : Biostatistics; Data Interpretation, Statistical; Education, Graduate; Statistics as Topic / education; Workforce
Sources: Web Of Science, ORCID
Added: August 6, 2018

2011 journal article

A Moment-Adjusted Imputation Method for Measurement Error Models

BIOMETRICS, 67(4), 1461–1470.

By: L. Thomas*, L. Stefanski n & M. Davidian n

co-author countries: United States of America 🇺🇸
author keywords: Conditional score; Measurement error; Nonlinear models; Regression calibration
MeSH headings : Algorithms; Blood Pressure Determination / methods; Computer Simulation; Data Interpretation, Statistical; Heart Failure / diagnosis; Heart Failure / epidemiology; Humans; Models, Statistical; Reproducibility of Results; Sensitivity and Specificity
Sources: Web Of Science, ORCID
Added: August 6, 2018

2011 journal article

Connections between survey calibration estimators and semiparametric models for incomplete data discussion

International Statistical Review, 79(2), 221–223.

By: A. Tsiatis & M. Davidian

Source: NC State University Libraries
Added: August 6, 2018

2011 journal article

Doubly Robust Estimation of Causal Effects

AMERICAN JOURNAL OF EPIDEMIOLOGY, 173(7), 761–767.

By: M. Funk, D. Westreich, C. Wiesen, T. Stuermer, M. Brookhart & M. Davidian*

author keywords: causal inference; epidemiologic methods; propensity score
MeSH headings : Causality; Computer Simulation; Confidence Intervals; Confounding Factors, Epidemiologic; Epidemiologic Methods; Humans; Likelihood Functions; Models, Statistical; Monte Carlo Method; Propensity Score; Regression Analysis
Sources: Web Of Science, ORCID
Added: August 6, 2018

2011 journal article

Improved Doubly Robust Estimation When Data Are Monotonely Coarsened, with Application to Longitudinal Studies with Dropout

BIOMETRICS, 67(2), 536–545.

By: A. Tsiatis n, M. Davidian n & W. Cao*

co-author countries: United States of America 🇺🇸
author keywords: Coarsening at random; Discrete hazard; Dropout; Longitudinal data; Missing at random
MeSH headings : Acquired Immunodeficiency Syndrome; Biometry / methods; Computer Simulation; Humans; Longitudinal Studies; Models, Statistical; Statistical Distributions
Sources: Web Of Science, ORCID
Added: August 6, 2018

2011 journal article

Inference on treatment effects from a randomized clinical trial in the presence of premature treatment discontinuation: the SYNERGY trial

BIOSTATISTICS, 12(2), 258–269.

By: M. Zhang*, A. Tsiatis n, M. Davidian n, K. Pieper* & K. Mahaffey*

co-author countries: United States of America 🇺🇸
author keywords: Dynamic treatment regime; Inverse probability weighting; Potential outcomes; Proportional hazards model
MeSH headings : Acute Coronary Syndrome / drug therapy; Algorithms; Computer Simulation; Endpoint Determination; Enoxaparin / administration & dosage; Enoxaparin / adverse effects; Enoxaparin / therapeutic use; Hemorrhage / etiology; Heparin / administration & dosage; Heparin / adverse effects; Heparin / therapeutic use; Humans; Intention to Treat Analysis; Models, Statistical; Monte Carlo Method; Mortality; Multicenter Studies as Topic; Probability; Proportional Hazards Models; Randomized Controlled Trials as Topic / methods; Survival Analysis; Treatment Outcome; Withholding Treatment / statistics & numerical data
Sources: Web Of Science, ORCID
Added: August 6, 2018

2011 journal article

Timing of HAART initiation and clinical outcomes in human immunodeficiency virus type 1 seroconverters

Archives of Internal Medicine, 171(17), 1560–1569.

By: M. Funk, J. Fusco, S. Cole, J. Thomas, K. Porter, J. Kaufman, M. Davidian, A. White, K. Hartmann, J. Eron

Source: NC State University Libraries
Added: August 6, 2018

2010 journal article

Demographic and Historical Findings, Including Exposure to Environmental Tobacco Smoke, in Dogs with Chronic Cough

JOURNAL OF VETERINARY INTERNAL MEDICINE, 24(4), 825–831.

By: E. Hawkins n, L. Clay n, J. Bradley n & M. Davidian n

co-author countries: United States of America 🇺🇸
author keywords: Bronchitis; Environmental tobacco smoke; Respiratory tract; Tracheobronchomalacia
MeSH headings : Air Pollution, Indoor / adverse effects; Animals; Chronic Disease; Cough / chemically induced; Cough / veterinary; Dog Diseases / chemically induced; Dog Diseases / diagnosis; Dogs; Female; Male; Risk Factors; Tobacco Smoke Pollution / adverse effects
Sources: Web Of Science, ORCID
Added: August 6, 2018

2010 chapter

Doubly robust estimation of treatment effects

In D. Faries, A. Leon, J. M. Haro, & R. Obenchain (Eds.), Analysis of Observational Health-Care Data Using SAS. Cary, NC: SAS Press.

By: M. Jonsson Funk, D. Westreich, C. Weisen & M. Davidian

Ed(s): D. Faries, A. Leon, J. Haro & R. Obenchain

Source: NC State University Libraries
Added: January 27, 2020

2010 chapter

Experimental Statistics for biological sciences

In H. Bang, X. K. Zhou, H. L. Van Epps, & M. Mazumdar (Eds.), Statistical Methods in Molecular Biology (pp. 3–104). New York: Springer (Humana Press).

By: H. Bang & M. Davidian

Ed(s): H. Bang, X. Zhou, H. Van Epps & M. Mazumdar

Source: NC State University Libraries
Added: January 27, 2020

2009 journal article

A model for HCMV infection in immunosuppressed patients

MATHEMATICAL AND COMPUTER MODELLING, 49(7-8), 1653–1663.

By: G. Kepler*, H. Banksa, M. Davidian* & E. Rosenberg*

author keywords: HCMV; CMV; Herpes; Transplantation; Mathematical model; Immunosuppression
Sources: Web Of Science, ORCID
Added: August 6, 2018

2009 chapter

An Inverse Problem Statistical Methodology Summary

In Mathematical and Statistical Estimation Approaches in Epidemiology (pp. 249–302).

By: H. Banks n, M. Davidian n, J. Samuels n & K. Sutton n

co-author countries: United States of America 🇺🇸
Sources: Crossref, ORCID
Added: January 23, 2020

2009 journal article

Gene-Trait Similarity Regression for Multimarker-Based Association Analysis

Biometrics, 65(3), 822–832.

By: J. Tzeng n, D. Zhang n, S. Chang*, D. Thomas* & M. Davidian n

co-author countries: Taiwan, Province of China 🇹🇼 United States of America 🇺🇸
MeSH headings : Chromosome Mapping / methods; Computer Simulation; Genetic Linkage / genetics; Genetic Markers / genetics; Haplotypes / genetics; Humans; Models, Genetic; Models, Statistical; Quantitative Trait Loci / genetics; Regression Analysis
Sources: NC State University Libraries, ORCID, Crossref
Added: August 6, 2018

2009 journal article

Improving efficiency and robustness of the doubly robust estimator for a population mean with incomplete data

BIOMETRIKA, 96(3), 723–734.

By: W. Cao n, A. Tsiatis n & M. Davidian n

co-author countries: United States of America 🇺🇸
author keywords: Causal inference; Enhanced propensity score model; Missing at random; No unmeasured confounders; Outcome regression
Sources: Web Of Science, ORCID
Added: August 6, 2018

2009 journal article

Latent-Model Robustness in Joint Models for a Primary Endpoint and a Longitudinal Process

BIOMETRICS, 65(3), 719–727.

By: X. Huang*, L. Stefanski n & M. Davidian n

co-author countries: United States of America 🇺🇸
author keywords: Censoring; Random effect; Remeasurement method; SIMEX
MeSH headings : Biometry / methods; Clinical Trials as Topic; Computer Simulation; Data Interpretation, Statistical; Effect Modifier, Epidemiologic; Endpoint Determination / methods; Longitudinal Studies; Models, Statistical; Regression Analysis
Sources: Web Of Science, ORCID
Added: August 6, 2018

2009 journal article

Nonlinear Models for Longitudinal Data

AMERICAN STATISTICIAN, 63(4), 378–388.

By: J. Serroyen*, G. Molenberghs*, G. Verbeke* & M. Davidian*

co-author countries: Belgium 🇧🇪
author keywords: Conditional model; Marginal model; Random-effects model; Serial correlation; Transition model
Sources: Web Of Science, ORCID
Added: August 6, 2018

2008 journal article

"Smooth" semiparametric regression analysis for arbitrarily censored time-to-event data

BIOMETRICS, 64(2), 567–576.

By: M. Zhang n & M. Davidian n

co-author countries: United States of America 🇺🇸
author keywords: accelerated failure time model; heteroscedasticity; information criteria; interval censoring; proportional hazards model; proportional odds model; seminonparametric (SNP) density; time-dependent covariates
MeSH headings : Biometry / methods; Computer Simulation; Data Interpretation, Statistical; Models, Statistical; Regression Analysis; Statistics, Nonparametric
Sources: Web Of Science, ORCID
Added: August 6, 2018

2008 journal article

'Smooth' inference for survival functions with arbitrarily censored data

Statistics in Medicine, 27(26), 5421–5439.

By: K. Doehler* & M. Davidian n

co-author countries: United States of America 🇺🇸
MeSH headings : Clinical Trials as Topic / methods; Computer Simulation; Data Interpretation, Statistical; Disease Progression; Endpoint Determination; Humans; Likelihood Functions; Statistics, Nonparametric; Survival Analysis
Sources: NC State University Libraries, ORCID
Added: August 6, 2018

2008 article

Covariate adjustment for two-sample treatment comparisons in randomized clinical trials: A principled yet flexible approach

Tsiatis, A. A., Davidian, M., Zhang, M., & Lu, X. (2008, October 15). STATISTICS IN MEDICINE, Vol. 27, pp. 4658–4677.

By: A. Tsiatis n, M. Davidian n, M. Zhang n & X. Lu*

co-author countries: United States of America 🇺🇸
author keywords: baseline variables; clinical trials; covariate adjustment; efficiency; semiparametric theory; variable selection
MeSH headings : Algorithms; Data Interpretation, Statistical; Humans; Randomized Controlled Trials as Topic / statistics & numerical data; Sampling Studies; Statistics, Nonparametric; Treatment Outcome
Sources: Web Of Science, ORCID
Added: August 6, 2018

2008 journal article

Improving efficiency of inferences in randomized clinical trials using auxiliary covariates

BIOMETRICS, 64(3), 707–715.

By: M. Zhang n, A. Tsiatis n & M. Davidian n

co-author countries: United States of America 🇺🇸
author keywords: covariate adjustment; hypothesis test; k-arm trial; Kruskal-Wallis test; log odds ratio; longitudinal data; semiparametric theory
MeSH headings : Acquired Immunodeficiency Syndrome / drug therapy; Analysis of Variance; Angina, Unstable / blood; Angina, Unstable / drug therapy; Anti-HIV Agents / therapeutic use; Anticoagulants / therapeutic use; Biometry / methods; Humans; Linear Models; Logistic Models; Models, Statistical; Monte Carlo Method; Odds Ratio; Platelet Glycoprotein GPIIb-IIIa Complex / metabolism; Randomized Controlled Trials as Topic / statistics & numerical data; Treatment Outcome
Sources: Web Of Science, ORCID
Added: August 6, 2018

2008 chapter

Joint models for longitudinal data

In Chapman & Hall/CRC Handbooks of Modern Statistical Methods (pp. 319–326).

By: G. Verbeke & M. Davidian*

Sources: Crossref, ORCID
Added: January 23, 2020

2008 book

Longitudinal Data Analysis

Marie Davidian

Ed(s): G. Fitzmaurice, M. Davidian, G. Verbeke* & G. Molenberghs*

Source: Crossref
Added: January 23, 2020

2008 book

Longitudinal Data Analysis

In Chapman & Hall/CRC, Taylor & Francis Group. Boca Raton, FL: Chapman & Hall/CRC.

By: G. Fitzmaurice, M. Davidian, G. Verbeke & G. Molenberghs

Event: at Boca Raton, FL

Source: ORCID
Added: March 29, 2023

2008 journal article

Modelling HIV immune response and validation with clinical data

Journal of Biological Dynamics, 2(4), 357–385.

By: H. Banks n, M. Davidian n, S. Hu n, G. Kepler n & E. Rosenberg n

co-author countries: United States of America 🇺🇸
MeSH headings : CD4-Positive T-Lymphocytes / immunology; CD4-Positive T-Lymphocytes / virology; HIV / immunology; HIV Antigens / immunology; HIV Infections / drug therapy; HIV Infections / immunology; HIV Infections / virology; Humans; Immunity / immunology; Models, Immunological; Reproducibility of Results; Viral Load / immunology; Viremia / immunology; Virus Activation / immunology
Sources: Crossref, ORCID
Added: January 23, 2020

2008 chapter

Non-linear mixed-effects models

In Chapman & Hall/CRC Handbooks of Modern Statistical Methods (pp. 107–141).

By: M. Davidian*

Sources: Crossref, ORCID
Added: January 19, 2020

2007 journal article

Comment: Demystifying Double Robustness: A Comparison of Alternative Strategies for Estimating a Population Mean from Incomplete Data

Statistical Science, 22(4), 569–573.

By: A. Tsiatis & M. Davidian*

Sources: Crossref, ORCID
Added: January 24, 2020

2007 journal article

Estimation and prediction with HIV-treatment interruption data

BULLETIN OF MATHEMATICAL BIOLOGY, 69(2), 563–584.

By: B. Adams n, H. Banks n, M. Davidian n & E. Rosenberg*

co-author countries: United States of America 🇺🇸
author keywords: HIV models; treatment interruptions; censored data; parameter estimation; prediction
MeSH headings : Antiretroviral Therapy, Highly Active / methods; CD4 Lymphocyte Count; Cohort Studies; Data Interpretation, Statistical; Drug Administration Schedule; HIV Infections / drug therapy; HIV Infections / immunology; HIV-1; Humans; Longitudinal Studies; Models, Biological; Predictive Value of Tests; Viral Load
Sources: Web Of Science, ORCID
Added: August 6, 2018

2007 journal article

Likelihood and pseudo-likelihood methods for semiparametric joint models for a primary endpoint and longitudinal data

Computational Statistics & Data Analysis, 51(12), 5776–5790.

By: E. Li*, D. Zhang n & M. Davidian n

co-author countries: United States of America 🇺🇸
author keywords: conditional score; generalized linear model; mixed effects model; pseudo-likelihood; seminonparametric density
Sources: Web Of Science, ORCID, Crossref
Added: August 6, 2018

2007 journal article

Using mathematical modeling and control to develop structured treatment interruption strategies for HIV infection

DRUG AND ALCOHOL DEPENDENCE, 88, S41–S51.

By: E. Rosenberg n, M. Davidian n & H. Banks n

co-author countries: United States of America 🇺🇸
author keywords: STI; CD4; HIV dynamics; drug resistance; viral load
MeSH headings : CD4 Antigens / immunology; HIV Infections / drug therapy; HIV Infections / immunology; Humans; Models, Theoretical
Sources: Web Of Science, ORCID
Added: August 6, 2018

2006 entry reference

Dose Calibration

By: M. Davidian n

co-author countries: United States of America 🇺🇸
Sources: Crossref, ORCID
Added: January 24, 2020

2006 journal article

Latent-model robustness in structural measurement error models

BIOMETRIKA, 93(1), 53–64.

By: X. Huang n, L. Stefanski n & M. Davidian n

co-author countries: United States of America 🇺🇸
author keywords: bias; latent variable; measurement error; remeasurement method; simulation extrapolation; structural modelling
Sources: Web Of Science, ORCID
Added: August 6, 2018

2006 journal article

Smoothing spline-based score tests for proportional hazards models

BIOMETRICS, 62(3), 803–812.

By: J. Lin*, D. Zhang n & M. Davidian n

co-author countries: United States of America 🇺🇸
author keywords: Cox model; penalized partial likelihood; smoothing parameter; variance component
MeSH headings : Analysis of Variance; Biometry / methods; Breast Neoplasms / drug therapy; Breast Neoplasms / metabolism; Clinical Trials as Topic / statistics & numerical data; Female; Humans; Likelihood Functions; Menopause; Proportional Hazards Models; Receptors, Estrogen / metabolism
Sources: Web Of Science, ORCID
Added: August 6, 2018

2005 entry reference

Biometrics

By: M. Davidian* & C. McGilchrist

Sources: Crossref, ORCID
Added: January 24, 2020

2005 journal article

HIV dynamics: Modeling, data analysis, and optimal treatment protocols

JOURNAL OF COMPUTATIONAL AND APPLIED MATHEMATICS, 184(1), 10–49.

By: B. Adams n, H. Banks n, M. Davidian n, H. Kwon n, H. Tran n, S. Wynne n, E. Rosenberg*

co-author countries: United States of America 🇺🇸
author keywords: HIV models; parameter estimation; data and model reduction; structured treatment interruptions; optimal control
Sources: Web Of Science, ORCID
Added: August 6, 2018

2005 journal article

Semiparametric estimation of treatment effect in a pretest-posttest study with missing data

Statistical Science, 20(3), 261–282.

By: M. Davidian, A. Tsiatis & S. Leon

Source: NC State University Libraries
Added: August 6, 2018

2005 article

Statistical issues arising in the Women's Health Initiative - Discussion

Tsiatis, A. A., & Davidian, M. (2005, December). BIOMETRICS, Vol. 61, pp. 933–935.

By: A. Tsiatis n & M. Davidian n

co-author countries: United States of America 🇺🇸
Sources: Web Of Science, ORCID
Added: August 6, 2018

2005 journal article

Surgeons? Economic Profiles: Can We Get the ?Right? Answers?

Journal of Medical Systems, 29(2), 111–124.

By: E. Eisenstein*, C. Bethea*, L. Muhlbaier*, M. Davidian n, E. Peterson*, J. Stafford*, D. Mark*

co-author countries: United States of America 🇺🇸
MeSH headings : Aged; Benchmarking / methods; Cardiology Service, Hospital / economics; Cohort Studies; Coronary Artery Bypass / economics; Coronary Artery Bypass / mortality; Costs and Cost Analysis; Data Interpretation, Statistical; Female; Health Services Research / methods; Hospital Bed Capacity, 500 and over; Humans; Male; Middle Aged; Models, Economic; Practice Patterns, Physicians' / economics; Reproducibility of Results; Risk; Treatment Outcome
Sources: Crossref, ORCID
Added: January 24, 2020

2004 journal article

Conditional estimation for generalized linear models when covariates are subject-specific parameters in a mixed model for longitudinal measurements

Biometrics, 60(1), 07-.

By: E. Li, D. Zhang & M. Davidian

Source: NC State University Libraries
Added: August 6, 2018

2004 journal article

Differential Treatment Benefit of Platelet Glycoprotein IIb/IIIa Inhibition With Percutaneous Coronary Intervention Versus Medical Therapy for Acute Coronary Syndromes

Circulation, 109(5), 641–646.

By: K. Pieper n, A. Tsiatis n, M. Davidian n, V. Hasselblad n, N. Kleiman n, E. Boersma n, W. Chang n, J. Griffin n ...

co-author countries: United States of America 🇺🇸
author keywords: trials; glycoproteins; coronary disease
MeSH headings : Acute Disease; Aged; Combined Modality Therapy; Coronary Disease / drug therapy; Coronary Disease / surgery; Female; Humans; Male; Middle Aged; Myocardial Revascularization; Patient Selection; Platelet Glycoprotein GPIIb-IIIa Complex / antagonists & inhibitors; Randomized Controlled Trials as Topic; Research Design; Syndrome; Treatment Outcome
Sources: Crossref, ORCID, Web Of Science
Added: August 6, 2018

2004 journal article

Discussion of nonparametric and semiparametric regression

Statistica Sinica, 14(3), 615–629.

By: J. Marron, H. Muller, J. Rice, J. Wang, N. Wang, Y. Wang, M. Davidian, P. Diggle ...

Source: NC State University Libraries
Added: August 6, 2018

2004 journal article

Emerging issues in longitudinal and functional data analysis - Introduction

Statistica Sinica, 14(3), 613–614.

By: M. Davidian, X. Lin & J. Wang

Source: NC State University Libraries
Added: August 6, 2018

2004 journal article

Growth, mortality, and hatchdate distributions of larval and juvenile spotted seatrout (Cynoscion nebulosus) in Florida Bay, Everglades National Park

Fishery Bulletin (Washington, D.C.), 102(1), 142–155.

By: A. Powell, R. Cheshire, E. Laban, J. Colvocoresses, P. O'Donnell & M. Davidian

Source: NC State University Libraries
Added: August 6, 2018

2004 journal article

Joint modeling of longitudinal and time-to-event data: An overview

Statistica Sinica, 14(3), 809–834. http://www.jstor.org/stable/24307417

By: A. Tsiatis & M. Davidian

Sources: NC State University Libraries, ORCID
Added: August 6, 2018

2004 journal article

Likelihood and conditional likelihood inference for generalized additive mixed models for clustered data

JOURNAL OF MULTIVARIATE ANALYSIS, 91(1), 90–106.

By: D. Zhang n & M. Davidian n

co-author countries: United States of America 🇺🇸
author keywords: longitudinal data; marginal likelihood; nonparametric regression; smoothing spline; variance component
Sources: Web Of Science, ORCID
Added: August 6, 2018

2004 chapter

Linear mixed effects models with flexible generalized skew-elliptical random effects

In Skew-elliptical distibutions and their applications: A journey beyond normality. Boca Raton, FL: Chapman & Hall/CRC.

By: Y. Ma, M. Genton & M. Davidian

Source: NC State University Libraries
Added: August 6, 2018

2004 journal article

Marginal structural models for analyzing causal effects of time-dependent treatments: An application in perinatal epidemiology

AMERICAN JOURNAL OF EPIDEMIOLOGY, 159(10), 926–934.

By: L. Bodnar*, M. Davidian n, A. Siega-Riz & A. Tsiatis n

co-author countries: United States of America 🇺🇸
author keywords: causality; confounding factors (epidemiology); epidemiologic methods; longitudinal studies; models, structural
MeSH headings : Adult; Anemia / diet therapy; Anemia / epidemiology; Anemia / prevention & control; Causality; Confounding Factors, Epidemiologic; Dietary Supplements; Epidemiologic Research Design; Female; Humans; Iron / administration & dosage; Logistic Models; Models, Statistical; North Carolina / epidemiology; Pregnancy; Pregnancy Complications, Hematologic / diet therapy; Pregnancy Complications, Hematologic / epidemiology; Pregnancy Complications, Hematologic / prevention & control; Random Allocation; Time Factors
Sources: Web Of Science, ORCID
Added: August 6, 2018

2004 journal article

Stratification and weighting via the propensity score in estimation of causal treatment effects: a comparative study

STATISTICS IN MEDICINE, 23(19), 2937–2960.

By: J. Lunceford* & M. Davidian n

co-author countries: United States of America 🇺🇸
author keywords: covariate balance; double robustness; inverse-probability-of-treatment-weighted-estimator; observational data
MeSH headings : Computer Simulation; Data Interpretation, Statistical; Humans; Monte Carlo Method; Regression Analysis; Treatment Outcome
Sources: Web Of Science, ORCID
Added: August 6, 2018

2003 journal article

Nonlinear models for repeated measurement data: An overview and update

JOURNAL OF AGRICULTURAL BIOLOGICAL AND ENVIRONMENTAL STATISTICS, 8(4), 387–419.

By: M. Davidian n & D. Giltinan

co-author countries: United States of America 🇺🇸
author keywords: hierarchical model; inter-individual variation; intra-individual variation; nonlinear mixed effects model; random effects; serial correlation; subject-specific
Sources: Web Of Science, ORCID
Added: August 6, 2018

2003 journal article

Robust two-stage approach to repeated measurements analysis of chronic ozone exposure in rats

JOURNAL OF AGRICULTURAL BIOLOGICAL AND ENVIRONMENTAL STATISTICS, 8(4), 438–454.

By: B. Yeap*, P. Catalano*, L. Ryan* & M. Davidian n

co-author countries: United States of America 🇺🇸
author keywords: ANOVA; hierarchical nonlinear model; M-estimation; Michaelis-Menten; mixed effects; outlier
Sources: Web Of Science, ORCID
Added: August 6, 2018

2003 journal article

Semiparametric estimation of treatment effect in a pretest-posttest study

BIOMETRICS, 59(4), 1046–1055.

By: S. Leon n, A. Tsiatis n & M. Davidian*

co-author countries: United States of America 🇺🇸
author keywords: analysis of covariance; counterfactuals; influence function; inverse probability weighting; semiparametric model; t-test
MeSH headings : Antiviral Agents / therapeutic use; Biometry / methods; CD4 Lymphocyte Count; Clinical Trials as Topic; Computer Simulation; HIV Infections / drug therapy; Humans; Models, Statistical; Randomized Controlled Trials as Topic; Statistics, Nonparametric
Sources: Web Of Science, ORCID
Added: August 6, 2018

2002 journal article

A Monte Carlo EM algorithm for generalized linear mixed models with flexible random effects distribution.

Biostatistics (Oxford, England), 3(3), 347–360.

By: J. Chen*, D. Zhang & M. Davidian

author keywords: correlated data; rejection sampling; seminonparametric density; semiparametric mixed model
Sources: ORCID, NC State University Libraries
Added: August 6, 2018

2002 journal article

A semiparametric likelihood approach to joint modeling of longitudinal and time-to-event data

BIOMETRICS, 58(4), 742–753.

By: X. Song n, M. Davidian n & A. Tsiatis n

co-author countries: United States of America 🇺🇸
author keywords: informative censoring; mixed model; proportional hazards; SNP density; survival
MeSH headings : Anti-HIV Agents / therapeutic use; Biometry / methods; Computer Simulation; Disease Progression; HIV Infections / drug therapy; Humans; Likelihood Functions; Longitudinal Studies; Monte Carlo Method; Proportional Hazards Models; Randomized Controlled Trials as Topic / methods
Sources: Web Of Science, ORCID
Added: August 6, 2018

2002 journal article

An estimator for the proportional hazards model with multiple longitudinal covariates measured with error

Biostatistics (Oxford, England), 3(4), 511–528.

By: X. Song, M. Davidian & A. Tsiatis

Source: NC State University Libraries
Added: August 6, 2018

2002 chapter

Constrained four parameter logistic model

In Developments in Biologicals: Vol. 107. The Design and Analysis of Potency Assays for Biotechnology Products (pp. 71–76). Basel: Karger.

By: S. Altan, A. Manola, M. Davidian & D. Raghavarao

Source: NC State University Libraries
Added: September 27, 2020

2002 journal article

Estimation of survival distributions of treatment policies in two-stage randomization designs in clinical trials

BIOMETRICS, 58(1), 48–57.

By: J. Lunceford*, M. Davidian n & A. Tsiatis n

co-author countries: United States of America 🇺🇸
author keywords: induction therapy; intent to treat; inverse weighting; maintenance therapy; potential outcomes; survival analysis
MeSH headings : Aged; Computer Simulation; Granulocyte-Macrophage Colony-Stimulating Factor / therapeutic use; Humans; Leukemia, Myeloid, Acute / drug therapy; Models, Statistical; Randomized Controlled Trials as Topic / methods; Survival Analysis; Treatment Outcome
Sources: Web Of Science, ORCID
Added: August 6, 2018

2002 journal article

Multiple imputation methods for testing treatment differences in survival distributions with missing cause of failure

Biometrika, 89(1), 238–244.

By: A. Tsiatis, M. Davidian & B. Mcneney

Source: NC State University Libraries
Added: August 6, 2018

2002 journal article

Randomized COMparison of platelet inhibition with abciximab, TiRofiban and eptifibatide during percutaneous coronary intervention in acute coronary syndromes - The COMPARE trial

Circulation (New York, N.Y. : 1950), 106(12), 1470–1476.

Daowen Zhang; Marie Davidian

Source: NC State University Libraries
Added: August 6, 2018

2001 journal article

A semiparametric estimator for the proportional hazards model with longitudinal covariates measured with error

BIOMETRIKA, 88(2), 447–458.

By: A. Tsiatis n & M. Davidian n

co-author countries: United States of America 🇺🇸
author keywords: conditional score; measurement error; mixed effects model; regression calibration; semiparametric; survival analysis
Sources: Web Of Science, ORCID
Added: August 6, 2018

2001 journal article

Linear mixed models with flexible distributions of random effects for longitudinal data

BIOMETRICS, 57(3), 795–802.

By: D. Zhang n & M. Davidian n

co-author countries: United States of America 🇺🇸
author keywords: longitudinal data; multimodality; random effects; seminonparametric density; semiparametric mixed effects model; skewness
MeSH headings : Biometry; Cholesterol / blood; Data Interpretation, Statistical; Humans; Likelihood Functions; Linear Models; Longitudinal Studies
Sources: Web Of Science, ORCID
Added: August 6, 2018

2001 journal article

Robust two-stage estimation in hierarchical nonlinear models

BIOMETRICS, 57(1), 266–272.

By: B. Yeap* & M. Davidian n

co-author countries: United States of America 🇺🇸
author keywords: M-estimation; mixed effects; outliers; repeated measurements
MeSH headings : Air Pollutants / toxicity; Algorithms; Animals; Biometry; Least-Squares Analysis; Nonlinear Dynamics; Ozone / toxicity; Rats; Respiratory System / drug effects; Serotonin / pharmacology
Sources: Web Of Science, ORCID
Added: August 6, 2018

2000 journal article

Consequences of misspecifying assumptions in nonlinear mixed effects models

COMPUTATIONAL STATISTICS & DATA ANALYSIS, 34(2), 139–164.

By: A. Hartford* & M. Davidian*

author keywords: random effects; nonnormality; Laplace approximation; linearization
Sources: Web Of Science, ORCID
Added: August 6, 2018

2000 journal article

Correcting for measurement error in individual-level covariates in nonlinear mixed effects models

BIOMETRICS, 56(2), 368–375.

By: H. Ko & M. Davidian n

co-author countries: United States of America 🇺🇸
author keywords: laplace's approximation; random effects; regression calibration; small sigma
MeSH headings : Biometry / methods; Calibration; Models, Statistical; Pharmacokinetics; Regression Analysis; Virus Physiological Phenomena
Sources: Web Of Science, ORCID
Added: August 6, 2018

2000 article

Differences in viral dynamics between genotypes 1 and 2 of hepatitis C virus

Neumann, A. U., Lam, N. P., Dahari, H., Davidian, M., Wiley, T. E., Mika, B. P., … Layden, T. J. (2000, July). JOURNAL OF INFECTIOUS DISEASES, Vol. 182, pp. 28–35.

By: A. Neumann*, N. Lam*, H. Dahari*, M. Davidian n, T. Wiley*, B. Mika*, A. Perelson*, T. Layden*

co-author countries: Israel 🇮🇱 United States of America 🇺🇸
MeSH headings : Antiviral Agents / therapeutic use; Apoptosis; Female; Genotype; Hepacivirus / genetics; Hepacivirus / physiology; Hepatitis C / drug therapy; Hepatitis C / immunology; Hepatitis C / pathology; Hepatitis C / virology; Humans; Interferon-alpha / therapeutic use; Male; Metabolic Clearance Rate; Middle Aged; Models, Theoretical; RNA, Viral / metabolism
Sources: Web Of Science, ORCID
Added: August 6, 2018

2000 journal article

Estimating data transformations in nonlinear mixed effects models

BIOMETRICS, 56(1), 65–72.

By: A. Oberg* & M. Davidian n

co-author countries: United States of America 🇺🇸
author keywords: Laplace's approximation; nonlinear mixed effects model; random effects; repeated measurements; small sigma; transform both sides
MeSH headings : Arginine / analogs & derivatives; Biometry / methods; Data Interpretation, Statistical; Humans; Infant, Newborn; Infant, Premature; Likelihood Functions; Monte Carlo Method; Nonlinear Dynamics; Phenobarbital / pharmacokinetics; Pipecolic Acids / pharmacokinetics; Sulfonamides
Sources: Web Of Science, ORCID
Added: August 6, 2018

1999 journal article

Human immunodeficiency virus type 1-specific cytotoxic T lymphocyte activity is inversely correlated with HIV type 1 viral load in HIV type 1-infected long-term survivors

AIDS RESEARCH AND HUMAN RETROVIRUSES, 15(13), 1219–1228.

By: M. Betts, J. Krowka, T. Kepler*, M. Davidian*, C. Christopherson, S. Kwok, L. Louie, J. Eron, H. Sheppard, J. Frelinger

MeSH headings : CD4 Lymphocyte Count; CD4-Positive T-Lymphocytes / immunology; Cross-Sectional Studies; Cytotoxicity Tests, Immunologic; Gene Products, pol / genetics; Gene Products, pol / metabolism; HIV Infections / immunology; HIV Infections / virology; HIV Long-Term Survivors; HIV-1 / immunology; HIV-1 / physiology; Histocompatibility Antigens Class I / classification; Histocompatibility Antigens Class I / genetics; Histocompatibility Antigens Class I / immunology; Humans; Longitudinal Studies; Male; Receptors, CCR5 / genetics; T-Lymphocytes, Cytotoxic / immunology; Viral Load
Sources: Web Of Science, ORCID
Added: August 6, 2018

1999 chapter

Invited discussion of “The Bayesian approach to population pharmacokinetic-pharmacodynamic modeling” by Wakefield, Aarons, and Racine-Poon

In C. Gatsonis, R. E. Kass, B. Carlin, A. Carriquiry, A. Gelman, I. Verdinelli, & M. West (Eds.), Case Studies in Bayesian Statistics: Vol. IV (pp. 257–263). New York: Springer-Verlag.

By: M. Davidian

Ed(s): C. Gatsonis, R. Kass, B. Carlin, A. Carriquiry, A. Gelman, I. Verdinelli, M. West

Source: NC State University Libraries
Added: September 27, 2020

1998 journal article

Estimating the parameters in the Cox model when covariate variables are measured with error

BIOMETRICS, 54(4), 1407–1419.

By: P. Hu, A. Tsiatis* & M. Davidian*

author keywords: cumulative hazards; measurement error; nonparametric maximum likelihood; proportional hazards model; regression calibration; semiparametric method
Sources: Web Of Science, ORCID
Added: August 6, 2018

1998 journal article

Statistical properties of fitted estimates of apparent in vivo metabolic constants obtained from gas uptake data. I. Lipophilic and slowly metabolized VOCs

Inhalation Toxicology, 10(5), 383–409.

By: A. Smith, M. Evans & M. Davidian

Source: NC State University Libraries
Added: August 6, 2018

1998 journal article

The effect of serial dilution error on calibration inference in immunoassay

BIOMETRICS, 54(1), 19–32.

By: K. Higgins, M. Davidian*, G. Chew & H. Burge

author keywords: confidence intervals; ELISA; generalized least squares; measurement error; precision profile; variance function estimation
Sources: Web Of Science, ORCID
Added: August 6, 2018

1997 journal article

A two-step approach to measurement error in time-dependent covariates in nonlinear mixed-effects models, with application to IGF-I pharmacokinetics

Journal of the American Statistical Association, 92(438), 436–448.

By: K. Higgins*, M. Davidian n & D. Giltinan

co-author countries: United States of America 🇺🇸
Sources: NC State University Libraries, ORCID
Added: August 6, 2018

1997 journal article

Bootstrap-Adjusted Calibration Confidence Intervals for Immunoassay

Journal of the American Statistical Association, 92(437), 278–290.

By: Q. Zeng* & M. Davidian n

co-author countries: United States of America 🇺🇸
Sources: Crossref, ORCID
Added: January 24, 2020

1997 journal article

Calibration inference based on multiple runs of an immunoassay

BIOMETRICS, 53(4), 1304–1317.

By: Q. Zeng* & M. Davidian*

co-author countries: United States of America 🇺🇸
author keywords: confidence interval; empirical Bayes; nonlinear mixed effects; pooled variance estimation
Sources: Web Of Science, ORCID
Added: August 6, 2018

1997 journal article

Testing homogeneity of intra-run variance parameters in immunoassay

STATISTICS IN MEDICINE, 16(15), 1765–1776.

By: Q. Zeng* & M. Davidian n

co-author countries: United States of America 🇺🇸
Sources: Web Of Science, ORCID
Added: August 6, 2018

1996 journal article

A note on covariate measurement error in nonlinear mixed effects models

Biometrika, 83(4), 801–812.

By: N. Wang* & M. Davidian n

co-author countries: United States of America 🇺🇸
author keywords: controlled variable model; generalised least squares; small sigma; two-stage estimation; variance function estimation
Sources: Crossref, ORCID
Added: February 24, 2020

1996 journal article

Denaturation and Aggregation of Chicken Myosin Isoforms

Journal of Agricultural and Food Chemistry, 44(6), 1435–1440.

By: M. Liu n, E. Foegeding n, S. Wang n, D. Smith n & M. Davidian n

co-author countries: United States of America 🇺🇸
author keywords: myosin; aggregation; denaturation; muscle protein
Sources: Crossref, ORCID
Added: January 24, 2020

1996 journal article

Organic Matter Decomposition following Harvesting and Site Preparation of a Forested Wetland

Soil Science Society of America Journal, 60(6), 1994–2003.

By: C. Trettin*, M. Davidian n, M. Jurgensen* & R. Lea n

co-author countries: United States of America 🇺🇸
Sources: Crossref, ORCID
Added: January 24, 2020

1996 journal article

Pyrimethamine pharmacokinetics in human immunodeficiency virus-positive patients seropositive for Toxoplasma gondii.

Antimicrobial Agents and Chemotherapy, 40(6), 1360–1365.

By: J. Jacobson*, M. Davidian*, P. Rainey*, R. Hafner*, R. Raasch* & B. Luft*

co-author countries: United States of America 🇺🇸
MeSH headings : AIDS-Related Opportunistic Infections / drug therapy; AIDS-Related Opportunistic Infections / metabolism; Drug Interactions; HIV Infections / drug therapy; HIV Infections / metabolism; Half-Life; Humans; Male; Pyrimethamine / adverse effects; Pyrimethamine / pharmacokinetics; Toxoplasmosis / drug therapy; Toxoplasmosis / metabolism; Zidovudine / pharmacokinetics; Zidovudine / therapeutic use
Sources: Crossref, ORCID
Added: January 24, 2020

1996 journal article

The Effect of Variance Function Estimation on Nonlinear Calibration Inference in Immunoassay Data

Biometrics, 52(1), 158.

By: B. Belanger, M. Davidian* & D. Giltinan

author keywords: assay; confidence interval; generalized least squares; heteroscedasticity; variance function estimation
Sources: Crossref, ORCID
Added: January 24, 2020

1995 book

Nonlinear models for repeated measurement data

In Chapman & Hall/CRC. Boca Raton, FL: Boca Raton: Chapman & Hall.

By: M. Davidian & D. Giltinan

Event: at Boca Raton, FL

Sources: NC State University Libraries, ORCID
Added: August 6, 2018

1995 journal article

Therapeutic effects of diethylcarbamazine and 3′-azido-3′-deoxythymidine on feline leukemia virus lymphoma formation

Veterinary Immunology and Immunopathology, 46(1-2), 181–194.

By: P. Nelson n, R. Sellon n, C. Novotney n, C. Devera n, M. Davidian n, R. English n, M. Tompkins n, W. Tompkins n

co-author countries: United States of America 🇺🇸
MeSH headings : Animals; Antibodies, Viral / blood; Cat Diseases / drug therapy; Cat Diseases / immunology; Cats; Diethylcarbamazine / administration & dosage; Diethylcarbamazine / therapeutic use; Enzyme-Linked Immunosorbent Assay / veterinary; Flow Cytometry / veterinary; Gene Products, gag / immunology; Leukemia Virus, Feline / drug effects; Leukemia Virus, Feline / immunology; Leukocyte Count / veterinary; Leukopenia / drug therapy; Leukopenia / immunology; Lymphocytes / immunology; Lymphoma / drug therapy; Lymphoma / immunology; Lymphoma / veterinary; Random Allocation; Retroviridae Infections / drug therapy; Retroviridae Infections / immunology; Retroviridae Infections / veterinary; Retroviridae Proteins, Oncogenic / immunology; Specific Pathogen-Free Organisms; Survival Rate; Tumor Virus Infections / drug therapy; Tumor Virus Infections / immunology; Tumor Virus Infections / veterinary; Viral Envelope Proteins / immunology; Zidovudine / administration & dosage; Zidovudine / therapeutic use
Sources: Crossref, ORCID, Web Of Science
Added: August 6, 2018

1994 journal article

Assays for recombinant proteins: A problem in non-linear calibration

Statistics in Medicine, 13(11), 1165–1179.

By: D. Giltinan & M. Davidian n

co-author countries: United States of America 🇺🇸
MeSH headings : Bayes Theorem; Biological Assay / methods; Biological Assay / standards; Biological Assay / statistics & numerical data; Calibration; Humans; Likelihood Functions; Models, Biological; Nonlinear Dynamics; Recombinant Proteins / blood; Regression Analysis; Reproducibility of Results
Sources: Crossref, ORCID
Added: January 24, 2020

1994 journal article

Low serum antibacterial activity coincides with increased prevalence of shell disease in blue crabs Callinectes sapidus

Diseases of Aquatic Organisms, 19(2), 121–128.

By: E. Noga n, D. Engel, T. Arroll, S. McKenna n & M. Davidian n

co-author countries: United States of America 🇺🇸
author keywords: INVERTEBRATE IMMUNITY; BACTERICIDINS; BACTERIAL DISEASE
Sources: Crossref, ORCID, Web Of Science
Added: August 6, 2018

1994 journal article

Population Pharmacokinetic/Pharmacodynamic Methodology and Applications: A Bibliography

Biometrics, 50(2), 566.

By: L. Yuh, S. Beal, M. Davidian*, F. Harrison, A. Hester, K. Kowalski, E. Vonesh, R. Wolfinger

author keywords: NONLINEAR MIXED EFFECTS MODEL; POPULATION PHARMACOKINETICS/PHARMACODYNAMICS
Sources: Crossref, ORCID
Added: January 24, 2020

1993 journal article

Analysis of repeated measurement data using the nonlinear mixed effects model

Chemometrics and Intelligent Laboratory Systems, 20(1), 1–24.

By: M. Davidian* & D. Giltinan

Sources: Crossref, ORCID
Added: January 24, 2020

1993 journal article

Some Simple Methods for Estimating Intraindividual Variability in Nonlinear Mixed Effects Models

Biometrics, 49(1), 59.

By: M. Davidian* & D. Giltinan

author keywords: CALIBRATION; GENERALIZED LEAST SQUARES; HETEROSCEDASTICITY; INTEREXPERIMENT VARIABILITY; PHARMACOKINETICS; VARIANCE FUNCTION ESTIMATION
Sources: Crossref, ORCID
Added: January 24, 2020

1993 journal article

Some general estimation methods for nonlinear mixed-effects model

Journal of Biopharmaceutical Statistics, 3(1), 23–55.

By: M. Davidian n & D. Giltinan

co-author countries: United States of America 🇺🇸
MeSH headings : Calibration; Computer Simulation; Data Interpretation, Statistical; Dose-Response Relationship, Drug; Female; Humans; Least-Squares Analysis; Likelihood Functions; Models, Biological; Models, Statistical; Relaxin / pharmacology; Software; Soybeans / growth & development
Sources: Crossref, ORCID
Added: January 24, 2020

1993 journal article

The nonlinear mixed effects model with a smooth random effects density

Biometrika, 80(3), 475–488.

By: M. Davidian n & A. Gallant n

co-author countries: United States of America 🇺🇸
Sources: Crossref, ORCID
Added: January 24, 2020

1992 journal article

Smooth nonparametric maximum likelihood estimation for population pharmacokinetics, with application to quinidine

Journal of Pharmacokinetics and Biopharmaceutics, 20(5), 529–556.

By: M. Davidian n & A. Gallant n

co-author countries: United States of America 🇺🇸
author keywords: POPULATION PHARMACOKINETICS; NONLINEAR MIXED EFFECTS MODELS; DENSITY ESTIMATION; NONPARAMETRIC ESTIMATION; MAXIMUM LIKELIHOOD; QUINIDINE
MeSH headings : Absorption; Bayes Theorem; Female; Genetic Variation / physiology; Humans; Male; Mathematical Computing; Methods; Models, Biological; Pharmacokinetics; Population; Quinidine / pharmacokinetics; Software
Sources: Crossref, ORCID
Added: January 24, 2020

1991 report

Infectious bursal disease virus titers may be misleading

In Breakthrough, North Carolina Cooperative Extension Service (Vol. 15).

By: D. Rives, M. Davidian & D. Ley

Source: NC State University Libraries
Added: September 27, 2020

1991 conference paper

The use of regression analysis in nonwovens research

Proceedings of the TAPPI 1991 Nonwovens Conference, 27–33. Atlanta, Georgia: TAPPI Press.

By: M. Davidian & B. Gupta

Source: NC State University Libraries
Added: January 27, 2020

1990 journal article

Estimation of variance functions in assays with possibly unequal replication and nonnormal data

Biometrika, 77(1), 43–54.

By: M. Davidian n

co-author countries: United States of America 🇺🇸
Sources: Crossref, ORCID
Added: January 24, 2020

1990 journal article

Regression and calibration with nonconstant error variance

Chemometrics and Intelligent Laboratory Systems, 9(3), 231–248.

By: M. Davidian n & P. Haaland*

co-author countries: United States of America 🇺🇸
Sources: Crossref, ORCID
Added: January 24, 2020

1988 journal article

A Note on Extended Quasi-Likelihood

Journal of the Royal Statistical Society: Series B (Methodological), 50(1), 74–82.

By: M. Davidian n & R. Carroll*

co-author countries: United States of America 🇺🇸
Sources: Crossref, ORCID
Added: January 24, 2020

1988 journal article

Variance functions and the minimum detectable concentration in assays

Biometrika, 75(3), 549–556.

By: M. Davidian n, R. Carroll* & W. Smith*

co-author countries: United States of America 🇺🇸
Sources: Crossref, ORCID
Added: January 24, 2020

1987 journal article

VARIANCE FUNCTION ESTIMATION

JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION, 82(400), 1079–1091.

By: M. Davidian n & R. Carroll*

co-author countries: United States of America 🇺🇸
Sources: Web Of Science, ORCID
Added: August 6, 2018

Employment

Updated: November 3rd, 2019 14:47

1987 - present

North Carolina State University Raleigh, North Carolina, US
Professor Statistics

Education

Updated: November 3rd, 2019 14:48

1982 - 1987

University of North Carolina at Chapel Hill Chapel Hill, NC, US
PhD Statistics

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