Works (57)

Updated: November 8th, 2023 05:00

2023 article

Spatial regression modeling via the R2D2 framework

Yanchenko, E., Bondell, H. D., & Reich, B. J. (2023, October 27). ENVIRONMETRICS, Vol. 10.

By: E. Yanchenko n, H. Bondell* & B. Reich n 

co-author countries: Australia πŸ‡¦πŸ‡Ί United States of America πŸ‡ΊπŸ‡Έ
author keywords: Bayesian inference; coefficient-of-determination; Gaussian process; generalized beta prime distribution; penalized regression
Sources: Web Of Science, ORCID
Added: November 6, 2023

2022 journal article

Bayesian Regression Using a Prior on the Model Fit: The R2-D2 Shrinkage Prior

JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION, 117(538), 862–874.

By: Y. Zhang *, B. Naughton n, H. Bondell* & B. Reich n 

co-author countries: Australia πŸ‡¦πŸ‡Ί Hong Kong πŸ‡­πŸ‡° United States of America πŸ‡ΊπŸ‡Έ
author keywords: Beta-prime distribution; Coefficient of determination; Global-local shrinkage; High-dimensional regression
Sources: Web Of Science, ORCID
Added: November 30, 2020

2021 journal article

BAYESIAN INFERENCE IN HIGH-DIMENSIONAL LINEAR MODELS USING AN EMPIRICAL CORRELATION-ADAPTIVE PRIOR

STATISTICA SINICA, 31(4), 2051–2072.

By: C. Liu, Y. Yang*, H. Bondell* & R. Martin*

author keywords: Collinearity; empirical Bayes; posterior convergence rate; stochastic search; variable selection
Source: Web Of Science
Added: March 7, 2022

2021 journal article

Deep distribution regression

COMPUTATIONAL STATISTICS & DATA ANALYSIS, 159.

By: R. Li n, B. Reich n  & H. Bondell*

co-author countries: Australia πŸ‡¦πŸ‡Ί United States of America πŸ‡ΊπŸ‡Έ
author keywords: Conditional distribution; Deep learning; Machine learning; Probabilistic forecasting
Sources: Web Of Science, ORCID
Added: May 10, 2021

2021 article

Nonparametric conditional density estimation in a deep learning framework for short-term forecasting

Huberman, D. B., Reich, B. J., & Bondell, H. D. (2021, May 20). ENVIRONMENTAL AND ECOLOGICAL STATISTICS, Vol. 5.

By: D. Huberman n, B. Reich n  & H. Bondell*

co-author countries: Australia πŸ‡¦πŸ‡Ί United States of America πŸ‡ΊπŸ‡Έ
author keywords: Case– control sampling; Conditional distribution estimation; Deep learning; Environmental statistics; Machine learning; Nonparametric statistics
Sources: Web Of Science, ORCID
Added: June 10, 2021

2020 journal article

Solution paths for the generalized lasso with applications to spatially varying coefficients regression

COMPUTATIONAL STATISTICS & DATA ANALYSIS, 142.

By: Y. Zhao  n & H. Bondell*

co-author countries: Australia πŸ‡¦πŸ‡Ί United States of America πŸ‡ΊπŸ‡Έ
author keywords: Generalized lasso; Penalized regression; Regularization; Solution path algorithm
Source: Web Of Science
Added: November 18, 2019

2019 journal article

Bayesian variable selection for logistic regression

STATISTICAL ANALYSIS AND DATA MINING, 12(5), 378–393.

By: Y. Tian n, H. Bondell n & A. Wilson n 

co-author countries: Australia πŸ‡¦πŸ‡Ί United States of America πŸ‡ΊπŸ‡Έ
author keywords: joint credible region; Laplace prior; LASSO; Normal-gamma prior
Sources: Web Of Science, ORCID
Added: October 14, 2019

2019 journal article

Best linear estimation via minimization of relative mean squared error

STATISTICS AND COMPUTING, 29(1), 33–42.

By: L. Su  n & H. Bondell n

co-author countries: United States of America πŸ‡ΊπŸ‡Έ
author keywords: Biased linear estimator; Smallest relative mean squared error; Ridge regression; Ordinary least squares
Source: Web Of Science
Added: February 18, 2019

2019 journal article

Binormal Precision-Recall Curves for Optimal Classification of Imbalanced Data

STATISTICS IN BIOSCIENCES, 11(1), 141–161.

By: Z. Liu n & H. Bondell*

co-author countries: Australia πŸ‡¦πŸ‡Ί United States of America πŸ‡ΊπŸ‡Έ
author keywords: Binary classification; Binormal assumption; Imbalanced data; Precision-Recall curve; ROC curve
Source: Web Of Science
Added: May 13, 2019

2018 journal article

Developing a model of climate change behavior among adolescents

CLIMATIC CHANGE, 151(3-4), 589–603.

By: K. Stevenson n , M. Peterson  n & H. Bondell n

co-author countries: United States of America πŸ‡ΊπŸ‡Έ

Contributors: K. Stevenson n , M. Nils Peterson  n & H. Bondell n

Sources: Web Of Science, ORCID
Added: December 31, 2018

2018 journal article

FULLY EFFICIENT ROBUST ESTIMATION, OUTLIER DETECTION AND VARIABLE SELECTION VIA PENALIZED REGRESSION

STATISTICA SINICA, 28(2), 1031–1052.

By: D. Kong*, H. Bondell* & Y. Wu*

author keywords: Adaptive; breakdown point; least trimmed squares; outliers; penalized regression; robust regression; variable selection
Source: Web Of Science
Added: December 3, 2018

2018 journal article

Market and Nonmarket Valuation of North Carolina's Tundra Swans among Hunters, Wildlife Watchers, and the Public

WILDLIFE SOCIETY BULLETIN, 42(3), 478–487.

By: K. Frew n, M. Peterson  n, E. Sills n , C. Moorman n, H. Bondell n, J. Fuller*, D. Howell*

co-author countries: United States of America πŸ‡ΊπŸ‡Έ
author keywords: birding; contingent valuation; Cygnus columbianus; economics; markets; nonmarket valuation; tourism; tundra swans; wildlife tourism
Sources: Web Of Science, ORCID
Added: October 16, 2018

2018 journal article

Variable Selection via Penalized Credible Regions with Dirichlet-Laplace Global-Local Shrinkage Priors

BAYESIAN ANALYSIS, 13(3), 823–844.

By: Y. Zhang & H. Bondell*

author keywords: variable selection; posterior credible region; global-local shrinkage prior; Dirichlet-Laplace; posterior consistency; hyperparameter tuning
Source: Web Of Science
Added: August 6, 2018

2017 journal article

A Bayesian mixture model for clustering and selection of feature occurrence rates under mean constraints

STATISTICAL ANALYSIS AND DATA MINING, 10(6), 393–409.

co-author countries: United States of America πŸ‡ΊπŸ‡Έ
author keywords: Bayesian nonparametrics; count data; feature selection; Poisson mixture; text analysis
Sources: Web Of Science, ORCID
Added: August 6, 2018

2017 journal article

Evaluating relationships between hunting and biodiversity knowledge among children

Wildlife Society Bulletin, 41(3), 530–536.

By: M. Peterson  n, T. Chesonis n, K. Stevenson n  & H. Bondell n

co-author countries: United States of America πŸ‡ΊπŸ‡Έ

Contributors: M. Peterson n, T. Chesonis n, K. Stevenson n  & H. Bondell n

author keywords: biodiversity; children; education; ethnicity; gender; hunting; knowledge
Sources: Web Of Science, ORCID, Crossref
Added: August 6, 2018

2016 journal article

Spatial Regression with Covariate Measurement Error: A Semiparametric Approach

BIOMETRICS, 72(3), 678–686.

co-author countries: Australia πŸ‡¦πŸ‡Ί United States of America πŸ‡ΊπŸ‡Έ
author keywords: Bivariate smoothing; Geoadditive models; Penalized least squares; Regression calibration; Socio-economic indexes for areas; Spatial linear model
MeSH headings : Bias; Computer Simulation; Geography, Medical; Humans; Models, Statistical; Myocardial Ischemia / epidemiology; Sample Size; Socioeconomic Factors; Spatial Regression
Source: Web Of Science
Added: August 6, 2018

2016 journal article

The influence of personal beliefs, friends, and family in building climate change concern among adolescents

Environmental Education Research, 25(6), 832–845.

By: K. Stevenson n , M. Peterson  n & H. Bondell n

co-author countries: United States of America πŸ‡ΊπŸ‡Έ

Contributors: K. Stevenson n , M. Peterson  n & H. Bondell n

author keywords: Climate change; climate communication; climate literacy; climate change concern; climate education; climate conversations
Sources: Crossref, ORCID
Added: February 22, 2019

2015 journal article

A penalized likelihood approach for investigating gene-drug interactions in pharmacogenetic studies

BIOMETRICS, 71(2), 529–537.

By: M. Neely *, H. Bondell n & J. Tzeng n

co-author countries: United States of America πŸ‡ΊπŸ‡Έ
author keywords: Association analysis; Haplotype; Individualized medicine; Multiple comparisons; Penalized regression; Pharmacogenetics
MeSH headings : Antineoplastic Agents / adverse effects; Biometry; Computer Simulation; Female; Genes, bcl-2; Haplotypes; Humans; Likelihood Functions; Models, Statistical; Ovarian Neoplasms / drug therapy; Ovarian Neoplasms / genetics; Pharmacogenetics / statistics & numerical data; Regression Analysis
Source: Web Of Science
Added: August 6, 2018

2015 journal article

Domain selection for the varying coefficient model via local polynomial regression

COMPUTATIONAL STATISTICS & DATA ANALYSIS, 83, 236–250.

By: D. Kong n, H. Bondell n & Y. Wu n

co-author countries: United States of America πŸ‡ΊπŸ‡Έ
author keywords: Bandwidth selection; Oracle properties; Penalized local polynomial fitting; SCAD
Source: Web Of Science
Added: August 6, 2018

2015 journal article

Incorporating covariates in skewed functional data models

Biostatistics (Oxford, England), 16(3), 413–426.

By: M. Li n, A. Staicu n  & H. Bondell n

co-author countries: United States of America πŸ‡ΊπŸ‡Έ
MeSH headings : Biostatistics; Case-Control Studies; Computer Simulation; Diffusion Tensor Imaging / statistics & numerical data; Humans; Models, Statistical; Multiple Sclerosis / diagnosis; Multivariate Analysis; Normal Distribution; Principal Component Analysis; Software
Sources: NC State University Libraries, ORCID
Added: August 6, 2018

2015 journal article

Perspectives of wildlife conservation professionals on intensive deer management

Wildlife Society Bulletin, 39(4), 751–756.

co-author countries: United States of America πŸ‡ΊπŸ‡Έ
author keywords: deer management; North American Model; Odocoileus virginianus; privatization; Texas; white-tailed deer
Sources: Crossref, ORCID
Added: February 21, 2020

2014 journal article

Interquantile shrinkage and variable selection in quantile regression

COMPUTATIONAL STATISTICS & DATA ANALYSIS, 69, 208–219.

By: L. Jiang  n, H. Bondell n & H. Wang n

co-author countries: United States of America πŸ‡ΊπŸ‡Έ
author keywords: Fused adaptive Lasso; Fused adaptive sup-norm; Oracle; Quantile regression; Smoothing; Variable selection
Source: Web Of Science
Added: August 6, 2018

2014 journal article

On the impact of covariate measurement error on spatial regression modelling

ENVIRONMETRICS, 25(8), 560–570.

By: M. Huque *, H. Bondell n & L. Ryan *

co-author countries: Australia πŸ‡¦πŸ‡Ί United States of America πŸ‡ΊπŸ‡Έ
author keywords: attenuation; environmental epidemiology; geostatistics; measurement error; mixed models; random effects; SEIFA; sensitivity; spatial correlation; spatial linear regression
Source: Web Of Science
Added: August 6, 2018

2014 journal article

Overcoming skepticism with education: interacting influences of worldview and climate change knowledge on perceived climate change risk among adolescents

Climatic Change, 126(3-4), 293–304.

By: K. Stevenson n , M. Peterson  n, H. Bondell n, S. Moore n & S. Carrier n 

co-author countries: United States of America πŸ‡ΊπŸ‡Έ

Contributors: K. Stevenson n , M. Peterson n, H. Bondell n, S. Moore n & S. Carrier n 

Sources: Web Of Science, ORCID, Crossref
Added: August 6, 2018

2014 journal article

Role of Significant Life Experiences in Building Environmental Knowledge and Behavior Among Middle School Students

The Journal of Environmental Education, 45(3), 163–177.

By: K. Stevenson n , M. Peterson  n, S. Carrier n , R. Strnad  n, H. Bondell n, T. Kirby-Hathaway*, S. Moore n

co-author countries: United States of America πŸ‡ΊπŸ‡Έ

Contributors: K. Stevenson n , M. Peterson n, S. Carrier n , R. Strnad  n, H. Bondell n, T. Kirby-Hathaway*, S. Moore n

author keywords: children and nature; environmental behavior; environmental literacy; outdoor education; technology
Sources: Web Of Science, ORCID, Crossref
Added: August 6, 2018

2013 journal article

A Nonparametric Spatial Model for Periodontal Data With Nonrandom Missingness

JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION, 108(503), 820–831.

By: B. Reich n , D. Bandyopadhyay * & H. Bondell n

co-author countries: United States of America πŸ‡ΊπŸ‡Έ
author keywords: Attachment level; Dirichlet process; Kernel convolution; Nonnormality; Nonstationarity
Sources: Web Of Science, ORCID
Added: August 6, 2018

2013 journal article

Consistent Group Identification and Variable Selection in Regression With Correlated Predictors

JOURNAL OF COMPUTATIONAL AND GRAPHICAL STATISTICS, 22(2), 319–340.

By: D. Sharma*, H. Bondell n & H. Zhang n

co-author countries: United States of America πŸ‡ΊπŸ‡Έ
author keywords: Coefficient shrinkage; Correlation; Oracle properties; Penalization; Structure identification; Supervised clustering
Source: Web Of Science
Added: August 6, 2018

2013 journal article

Efficient Robust Regression via Two-Stage Generalized Empirical Likelihood

JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION, 108(502), 644–655.

By: H. Bondell n & L. Stefanski n

co-author countries: United States of America πŸ‡ΊπŸ‡Έ
author keywords: Asymptotic efficiency; Breakdown point; Consistency; Constrained optimization; Distributional robustness; Efficient estimation; Exponential tilting; Least trimmed squares; Weighted least squares
Source: Web Of Science
Added: August 6, 2018

2013 journal article

Environmental, institutional, and demographic predictors of environmental literacy among middle school children

PLoS One, 8(3).

By: K. Stevenson , M. Peterson, H. Bondell, A. Mertig & S. Moore

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

2013 journal article

Factor Selection and Structural Identification in the Interaction ANOVA Model

BIOMETRICS, 69(1), 70–79.

By: J. Post n & H. Bondell n

co-author countries: United States of America πŸ‡ΊπŸ‡Έ
author keywords: Grouping; Interaction ANOVA model; Multiple comparisons; Oracle property; Shrinkage; Variable selection
MeSH headings : Age Factors; Analysis of Variance; Computer Simulation; Humans; Memory; Models, Statistical
Source: Web Of Science
Added: August 6, 2018

2013 journal article

Interquantile Shrinkage in Regression Models

JOURNAL OF COMPUTATIONAL AND GRAPHICAL STATISTICS, 22(4), 970–986.

By: L. Jiang *, H. Wang n & H. Bondell n

co-author countries: United States of America πŸ‡ΊπŸ‡Έ
author keywords: Fused LASSO; Noncrossing; Oracle; Quantile regression; Smoothing; Sup-norm
Source: Web Of Science
Added: August 6, 2018

2013 journal article

Variable selection for non-parametric quantile regression via smoothing spline analysis of variance

Stat, 2(1), 255–268.

co-author countries: United States of America πŸ‡ΊπŸ‡Έ
author keywords: COSSO; kernel quantile regression; model selection; reproducing kernel Hilbert space
Source: Crossref
Added: February 21, 2020

2012 journal article

A Confidence Region Approach to Tuning for Variable Selection

JOURNAL OF COMPUTATIONAL AND GRAPHICAL STATISTICS, 21(2), 295–314.

By: F. Gunes n & H. Bondell*

co-author countries: United States of America πŸ‡ΊπŸ‡Έ
author keywords: Adaptive LASSO; Penalized regression; Tuning parameter
Source: Web Of Science
Added: August 6, 2018

2012 journal article

Consistent High-Dimensional Bayesian Variable Selection via Penalized Credible Regions

JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION, 107(500), 1610–1624.

By: H. Bondell n & B. Reich n 

co-author countries: United States of America πŸ‡ΊπŸ‡Έ
author keywords: Consistency; Credible region; LASSO; Stochastic search
Sources: Web Of Science, ORCID
Added: August 6, 2018

2012 journal article

Estimating public willingness to fund nongame conservation through state tax initiatives

Wildlife Society Bulletin, 36(3), 483–491.

By: C. Dalrymple n, M. Peterson  n, D. Cobb  n, E. Sills n , H. Bondell n & D. Dalrymple*

co-author countries: United States of America πŸ‡ΊπŸ‡Έ
author keywords: contingent valuation method; funding; nongame conservation; North Carolina; willingness-to-pay
Sources: Crossref, ORCID
Added: January 5, 2020

2012 journal article

Predicting native plant landscaping preferences in urban areas

Sustainable Cities and Society, 5, 70–76.

By: M. Peterson  n, B. Thurmond n, M. Mchale  n, S. Rodriguez n, H. Bondell n & M. Cook n

co-author countries: United States of America πŸ‡ΊπŸ‡Έ
author keywords: Biodiversity; Ecosystem services; Ethnicity; Landscape design; Native plant garden; Norms
Source: Crossref
Added: August 28, 2020

2012 journal article

Private landowner interest in market-based incentive programs for endangered species habitat conservation

Wildlife Society Bulletin, 36(3), 469–476.

By: S. Rodriguez n, M. Peterson  n, F. Cubbage n , E. Sills n  & H. Bondell n

co-author countries: United States of America πŸ‡ΊπŸ‡Έ
author keywords: contracts; easements; endangered species; market-based incentives; North Carolina; participation; private land; recovery credit system
Sources: Crossref, ORCID
Added: January 5, 2020

2012 journal article

Variable selection for high dimensional Bayesian density estimation: application to human exposure simulation

Journal of the Royal Statistical Society. Series C, Applied Statistics, 61, 47–66.

By: B. Reich , E. Kalendra, C. Storlie, H. Bondell & M. Fuentes

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

2011 journal article

A Spatial Dirichlet Process Mixture Model for Clustering Population Genetics Data

BIOMETRICS, 67(2), 381–390.

By: B. Reich n  & H. Bondell n

co-author countries: United States of America πŸ‡ΊπŸ‡Έ
author keywords: Bayesian nonparametrics; Dirichlet process prior; Landscape genetics; Microsatellite data; Model-based clustering
MeSH headings : Algorithms; Animals; Bayes Theorem; Cluster Analysis; Computer Simulation; Genetics, Population / methods; Microsatellite Repeats; Montana; Mustelidae / genetics
Sources: Web Of Science, ORCID
Added: August 6, 2018

2011 journal article

RADIOGRAPHIC EVALUATION OF FELINE APPENDICULAR DEGENERATIVE JOINT DISEASE VS. MACROSCOPIC APPEARANCE OF ARTICULAR CARTILAGE

VETERINARY RADIOLOGY & ULTRASOUND, 52(3), 239–247.

By: M. Freire, I. Robertson*, H. Bondell n, J. Brown*, J. Hash*, A. Pease*, B. Lascelles

co-author countries: United States of America πŸ‡ΊπŸ‡Έ
author keywords: cartilage damage; cat; DJD; macroscopic; radiographs
MeSH headings : Animals; Arthrography / veterinary; Cartilage, Articular / diagnostic imaging; Cartilage, Articular / pathology; Cat Diseases / diagnostic imaging; Cat Diseases / pathology; Cats; Female; Joint Diseases / diagnostic imaging; Joint Diseases / pathology; Joint Diseases / veterinary; Joints / pathology; Male; Radiographic Image Enhancement
Sources: Web Of Science, ORCID
Added: August 6, 2018

2011 journal article

Sufficient Dimension Reduction via Bayesian Mixture Modeling

BIOMETRICS, 67(3), 886–895.

By: B. Reich n , H. Bondell n & L. Li n

co-author countries: United States of America πŸ‡ΊπŸ‡Έ
author keywords: Central subspace; Directional regression; Probit link function; Sliced inverse regression; Sufficient dimension reduction
MeSH headings : Bayes Theorem; Data Interpretation, Statistical; HIV; Humans; Models, Statistical
Sources: Web Of Science, ORCID
Added: August 6, 2018

2011 journal article

Surface estimation, variable selection, and the nonparametric oracle property

Statistica Sinica, 21(2), 679–705.

By: C. Storlie, H. Bondell, B. Reich  & H. Zhang

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

2010 journal article

A Locally Adaptive Penalty for Estimation of Functions With Varying Roughness

JOURNAL OF COMPUTATIONAL AND GRAPHICAL STATISTICS, 19(3), 569–589.

By: C. Storlie n, H. Bondell n & B. Reich n 

co-author countries: United States of America πŸ‡ΊπŸ‡Έ
author keywords: L-Spline; Local bandwidth; Nonparametric regression; Regularization method; Spatially adaptive smoothing; SS-ANOVA
Sources: Web Of Science, ORCID
Added: August 6, 2018

2010 journal article

Evaluating Haplotype Effects in Case-Control Studies via Penalized-Likelihood Approaches: Prospective or Retrospective Analysis?

GENETIC EPIDEMIOLOGY, 34(8), 892–911.

By: M. Koehler n, H. Bondell n & J. Tzeng n

co-author countries: United States of America πŸ‡ΊπŸ‡Έ
author keywords: haplotype-based association analysis; variable selection; regularized regression; prospective likelihood; retrospective likelihood
MeSH headings : Algorithms; Case-Control Studies; Computer Simulation; Genes, Dominant; Genes, Recessive; Genotype; Haplotypes / genetics; Humans; Likelihood Functions; Models, Genetic; Prospective Studies; Regression Analysis; Retrospective Studies
Source: Web Of Science
Added: August 6, 2018

2010 journal article

Flexible Bayesian quantile regression for independent and clustered data

BIOSTATISTICS, 11(2), 337–352.

By: B. Reich n , H. Bondell n & H. Wang n

co-author countries: United States of America πŸ‡ΊπŸ‡Έ
author keywords: Bayesian semiparametric modeling; Clustered data; Quantile regression; Stick-breaking prior
MeSH headings : Algorithms; Apnea / physiopathology; Bayes Theorem; Biometry / methods; Cluster Analysis; Computer Simulation; Deglutition / physiology; Humans; Markov Chains; Models, Statistical; Monte Carlo Method; Regression Analysis; Statistical Distributions; Time Factors
Sources: Web Of Science, ORCID
Added: August 6, 2018

2010 journal article

Joint Variable Selection for Fixed and Random Effects in Linear Mixed-Effects Models

BIOMETRICS, 66(4), 1069–1077.

By: H. Bondell n, A. Krishna n & S. Ghosh n 

co-author countries: United States of America πŸ‡ΊπŸ‡Έ

Contributors: H. Bondell n, A. Krishna n & S. Ghosh n 

author keywords: Adaptive LASSO; Constrained EM algorithm; Linear mixed model; Modified Cholesky decomposition; Penalized likelihood; Variable selection
MeSH headings : Algorithms; Biometry / methods; Computer Simulation; Humans; Likelihood Functions; Linear Models; Models, Statistical
Sources: Web Of Science, ORCID
Added: August 6, 2018

2010 journal article

Noncrossing quantile regression curve estimation

BIOMETRIKA, 97(4), 825–838.

By: H. Bondell*, B. Reich*  & H. Wang*

author keywords: Crossing quantile curve; Heteroscedastic error; Quantile regression; Robustness; Smoothing spline; Tropical cyclone
Sources: Web Of Science, ORCID
Added: August 6, 2018

2009 journal article

A comprehensive approach to haplotype-specific analysis by penalized likelihood

European Journal of Human Genetics, 18(1), 95–103.

By: J. Tzeng n & H. Bondell n

co-author countries: United States of America πŸ‡ΊπŸ‡Έ
MeSH headings : Computer Simulation; Haplotypes / genetics; Humans; Likelihood Functions; Models, Statistical; Quantitative Trait, Heritable
Source: Crossref
Added: August 28, 2020

2009 journal article

Bayesian variable selection using an adaptive powered correlation prior

JOURNAL OF STATISTICAL PLANNING AND INFERENCE, 139(8), 2665–2674.

By: A. Krishna n, H. Bondell n & S. Ghosh n 

co-author countries: United States of America πŸ‡ΊπŸ‡Έ

Contributors: A. Krishna n, H. Bondell n & S. Ghosh n 

author keywords: Bayesian variable selection; Collinearity; Powered correlation prior; Zellner's g-prior
Sources: Web Of Science, ORCID
Added: August 6, 2018

2009 journal article

Shrinkage inverse regression estimation for model-free variable selection

JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY, 71, 287–299.

By: H. Bondell n & L. Li n

co-author countries: United States of America πŸ‡ΊπŸ‡Έ
author keywords: Inverse regression estimation; Non-negative garrotte; Sliced inverse regression; Sufficient dimension reduction; Variable selection
Source: Web Of Science
Added: August 6, 2018

2009 article

Simultaneous Factor Selection and Collapsing Levels in ANOVA

Bondell, H. D., & Reich, B. J. (2009, March). BIOMETRICS, Vol. 65, pp. 169–177.

By: H. Bondell n & B. Reich n 

co-author countries: United States of America πŸ‡ΊπŸ‡Έ
author keywords: ANOVA; Grouping; Multiple comparisons; Oracle property; Shrinkage; Variable selection
MeSH headings : Analysis of Variance; Biometry / methods; Computer Simulation; Data Interpretation, Statistical; Models, Theoretical; Regression Analysis
Sources: Web Of Science, ORCID
Added: August 6, 2018

2009 journal article

Variable Selection in Bayesian Smoothing Spline ANOVA Models: Application to Deterministic Computer Codes

TECHNOMETRICS, 51(2), 110–120.

By: B. Reich n , C. Storlie* & H. Bondell n

co-author countries: United States of America πŸ‡ΊπŸ‡Έ
author keywords: Bayesian hierarchical modeling; Markov chain Monte Carlo; Nonparametric regression; Smoothing splines ANOVA; Variable selection
Sources: Web Of Science, ORCID
Added: August 6, 2018

2008 journal article

A characteristic function approach to the biased sampling model, with application to robust logistic regression

JOURNAL OF STATISTICAL PLANNING AND INFERENCE, 138(3), 742–755.

By: H. Bondell n

co-author countries: United States of America πŸ‡ΊπŸ‡Έ
author keywords: biased sampling problem; case-control data; logistic regression; minimum distance; robust regression
Source: Web Of Science
Added: August 6, 2018

2008 journal article

On robust and efficient estimation of the center of symmetry

COMMUNICATIONS IN STATISTICS-THEORY AND METHODS, 37(3), 318–327.

By: H. Bondell n

co-author countries: United States of America πŸ‡ΊπŸ‡Έ
author keywords: characteristic function; efficiency; Hodges-Lehmann estimator; robustness; symmetry
Source: Web Of Science
Added: August 6, 2018

2008 journal article

Simultaneous regression shrinkage, variable selection, and supervised clustering of predictors with OSCAR

BIOMETRICS, 64(1), 115–123.

By: H. Bondell n & B. Reich n 

co-author countries: United States of America πŸ‡ΊπŸ‡Έ
author keywords: correlation; penalization; predictive group; regression; shrinkage; supervised clustering; variable selection
MeSH headings : Algorithms; Artificial Intelligence; Biometry / methods; Cluster Analysis; Computer Simulation; Data Interpretation, Statistical; Epidemiologic Methods; Models, Biological; Models, Statistical; Regression Analysis
Sources: Web Of Science, ORCID
Added: August 6, 2018

2007 journal article

Statistical inference based on pooled data: A moment-based estimating equation approach

JOURNAL OF APPLIED STATISTICS, 34(2), 129–140.

By: H. Bondell n, A. Liu * & E. Schisterman*

co-author countries: United States of America πŸ‡ΊπŸ‡Έ
author keywords: pooling biospecimens; set-based observations; moments; Box-Cox transformation; goodness-of-fit; lognormal distribution
Source: Web Of Science
Added: August 6, 2018

2007 journal article

Testing goodness-of-fit in logistic case-control studies

BIOMETRIKA, 94(2), 487–495.

By: H. Bondell n

co-author countries: United States of America πŸ‡ΊπŸ‡Έ
author keywords: biased sampling; case-control data; goodness-of-fit; Kernel density; logistic regression; retrospective sampling
Source: Web Of Science
Added: August 6, 2018

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