Ana-Maria Staicu

Modeling longitudinal skewed functional data

BIOMETRICS, 80(4).

PROFIT: projection-based test in longitudinal functional data

Koner, S., Park, S. Y., & Staicu, A.-M. (2024, January 3). JOURNAL OF NONPARAMETRIC STATISTICS, Vol. 1.

Quantile Regression for Longitudinal Functional Data with Application to Feed Intake of Lactating Sows

Battagliola, M. L., Sorensen, H., Tolver, A., & Staicu, A.-M. (2024, February 6). JOURNAL OF AGRICULTURAL BIOLOGICAL AND ENVIRONMENTAL STATISTICS, Vol. 2.

Serum Protein Capillary Electrophoresis as a Biomarker for Endoscopic Disease Activity in Inflammatory Bowel Disease: A Prospective Pilot Study

Sninsky, J., Staicu, A.-M., Huang, R., Ram, A., & Hou, J. K. (2024, October). AMERICAN JOURNAL OF GASTROENTEROLOGY, Vol. 119.

A Nonparametric Test of Group Distributional Differences for Hierarchically Clustered Functional Data

Biometrics, 79(4), 3778–3791.

Classification of social media users with generalized functional data analysis

COMPUTATIONAL STATISTICS & DATA ANALYSIS, 179.

In Acute Severe Ulcerative Colitis Patients Who Receive Rescue Therapy, Prior Maintenance Therapy and Day 3 C-Reactive Protein After Rescue Therapy Are Associated With 12-Month Colectomy Risk

Sninsky, J. A., Staicu, A.-M., & Barnes, E. L. (2023, September 21). INFLAMMATORY BOWEL DISEASES, Vol. 9.

Second-Generation Functional Data

ANNUAL REVIEW OF STATISTICS AND ITS APPLICATION, 10, 547–572.

A bias-adjusted estimator in quantile regression for clustered data

ECONOMETRICS AND STATISTICS, 23, 165–186.

Inference in functional linear quantile regression

JOURNAL OF MULTIVARIATE ANALYSIS, 190.

Bayesian variable selection for high-dimensional rank data

Cui, C., Singh, S. P., Staicu, A.-M., & Reich, B. J. (2021, May 24). ENVIRONMETRICS, Vol. 5.

Novel approach to modeling high-frequency activity data to assess therapeutic effects of analgesics in chronic pain conditions

SCIENTIFIC REPORTS, 11(1).

Spatial Shrinkage Via the Product Independent Gaussian Process Prior

Roy, A., Reich, B. J., Guinness, J., Shinohara, R. T., & Staicu, A.-M. (2021, June 16). JOURNAL OF COMPUTATIONAL AND GRAPHICAL STATISTICS, Vol. 6.

Hierarchical continuous time hidden Markov model, with application in zero-inflated accelerometer data

In Y. Zhao & D. G. Chen (Eds.), Statistical Modeling for Biomedical Research: Contemporary Topics and Voices in the Field (pp. 125–142).

OPTIMAL EMG PLACEMENT FOR A ROBOTIC PROSTHESIS CONTROLLER WITH SEQUENTIAL, ADAPTIVE FUNCTIONAL ESTIMATION (SAFE)

ANNALS OF APPLIED STATISTICS, 14(3), 1164–1181.

A multivariate spatial skew-t process for joint modeling of extreme precipitation indexes

ENVIRONMETRICS, 31(3).

A nonparametric spatial test to identify factors that shape a microbiome

The Annals of Applied Statistics, 13(4), 2341–2362.

A spatio-temporal model for longitudinal image-on-image regression

Statistics in Biosciences, 11(1), 22–46.

Conditional Analysis for Mixed Covariates, with Application to Feed Intake of Lactating Sows

JOURNAL OF PROBABILITY AND STATISTICS, 2019.

Longitudinal dynamic functional regression

Journal of the Royal Statistical Society: Series C (Applied Statistics), 69(1), 25–46.

A comparison of testing methods in scalar-on-function regression

AStA Advances in Statistical Analysis, 103(3), 411–436.

A functional data analysis of spatiotemporal trends and variation in fine particulate matter

ATMOSPHERIC ENVIRONMENT, 184, 233–243.

A joint design for functional data with application to scheduling ultrasound scans

COMPUTATIONAL STATISTICS & DATA ANALYSIS, 122, 101–114.

A smoothing-based goodness-of-fit test of covariance for functional data

BIOMETRICS, 75(2), 562–571.

Additive Function-on-Function Regression

JOURNAL OF COMPUTATIONAL AND GRAPHICAL STATISTICS, 27(1), 234–244.

Additive nonlinear functional concurrent model

Statistics and Its Interface, 11(4), 669–685.

Fully Bayesian spectral methods for imaging data

BIOMETRICS, 74(2), 645–652.

Functional Feature Construction for Individualized Treatment Regimes

JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION, 113(523), 1219–1227.

Reduced Target Facilitation and Increased Distractor Suppression During Mind Wandering

EXPERIMENTAL PSYCHOLOGY, 65(6), 345–352.

Scalar-on-image regression via the soft-thresholded Gaussian process

BIOMETRIKA, 105(1), 165–184.

The impacts of perceptual load and driving duration on mind wandering in driving

Transportation Research Part F: Traffic Psychology and Behaviour, 57, 75–83.

A data-driven weighting scheme for multivariate phenotypic endpoints recapitulates zebrafish developmental cascades

TOXICOLOGY AND APPLIED PHARMACOLOGY, 314, 109–117.

A note on modeling sparse exponential-family functional response curves

COMPUTATIONAL STATISTICS & DATA ANALYSIS, 105, 46–52.

Interview with Nancy Reid

International Statistical Review, 85(3), 381–403.

Simple fixed-effects inference for complex functional models

Biostatistics, 19(2), 137–152.

The Use of Functional Data Analysis to Evaluate Activity in a Spontaneous Model of Degenerative Joint Disease Associated Pain in Cats

PLOS ONE, 12(1), e0169576.

A LAG FUNCTIONAL LINEAR MODEL FOR PREDICTION OF MAGNETIZATION TRANSFER RATIO IN MULTIPLE SCLEROSIS LESIONS

Annals of Applied Statistics, 10(4), 2325–2348.

A two-sample distribution-free test for functional data with application to a diffusion tensor imaging study of multiple sclerosis

JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES C-APPLIED STATISTICS, 65(3), 395–414.

Classical testing in functional linear models

JOURNAL OF NONPARAMETRIC STATISTICS, 28(4), 813–838.

Interaction models for functional regression

Computational Statistics & Data Analysis, 94, 317–329.

Interactive graphics for functional data analyses

STAT, 5(1), 108–118.

Testing for additivity in non-parametric regression

CANADIAN JOURNAL OF STATISTICS-REVUE CANADIENNE DE STATISTIQUE, 44(4), 445–462.

Functional additive mixed models

Journal of Computational and Graphical Statistics, 24(2), 477–501.

Glacier Terminus Estimation from Landsat Image Intensity Profiles

Journal of Agricultural, Biological, and Environmental Statistics, 20(2), 279–298.

Global Analysis of Methylation Profiles From High Resolution CpG Data

GENETIC EPIDEMIOLOGY, 39(2), 53–64.

Incorporating covariates in skewed functional data models

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

Longitudinal functional data analysis

Stat, 4(1), 212–226.

Marginal Functional Regression Models for Analyzing the Feeding Behavior of Pigs

JOURNAL OF AGRICULTURAL BIOLOGICAL AND ENVIRONMENTAL STATISTICS, 20(3), 353–370.

Penalized function-on-function regression

COMPUTATIONAL STATISTICS, 30(2), 539–568.

Scan-stratified case-control sampling for modeling blood-brain barrier integrity in multiple sclerosis

STATISTICS IN MEDICINE, 34(20), 2872–2880.

Significance tests for functional data with complex dependence structure

JOURNAL OF STATISTICAL PLANNING AND INFERENCE, 156, 1–13.

Analysis of AneuRisk65 data: Classification and curve registration

ELECTRONIC JOURNAL OF STATISTICS, 8, 1914–1919.

Functional Generalized Additive Models

JOURNAL OF COMPUTATIONAL AND GRAPHICAL STATISTICS, 23(1), 249–269.

Likelihood Ratio Tests for Dependent Data with Applications to Longitudinal and Functional Data Analysis

SCANDINAVIAN JOURNAL OF STATISTICS, 41(4), 932–949.

Multilevel Cross-Dependent Binary Longitudinal Data

BIOMETRICS, 69(4), 903–913.

Variable selection in generalized functional linear models

Stat, 2(1), 86–101.

Bootstrap-based inference on the difference in the means of two correlated functional processes

STATISTICS IN MEDICINE, 31(26), 3223–3240.

Clustering Random Curves Under Spatial Interdependence With Application to Service Accessibility

Technometrics, 54(2), 108–119.

Comment

Crainiceanu, C. M., & Staicu, A.-M. (2012, May). TECHNOMETRICS, Vol. 54, pp. 120–122.

Modeling Functional Data with Spatially Heterogeneous Shape Characteristics

Biometrics, 68(2), 331–343.

Fast methods for spatially correlated multilevel functional data

BIOSTATISTICS, 11(2), 177–194.

On the equivalence of prospective and retrospective likelihood methods in case-control studies

BIOMETRIKA, 97(4), 990–996.

Second order ancillary: A differential view from continuity

BERNOULLI, 16(4), 1208–1223.

The second order ancillary is rotation based

Journal of Statistical Planning and Inference, 140(3), 831–836.

Generalized Multilevel Functional Regression

JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION, 104(488), 1550–1561.

Higher-order approximations for interval estimation in binomial settings

Journal of Statistical Planning and Inference, 139(10), 3393–3404.

On probability matching priors

Canadian Journal of Statistics, 36(4), 613–622.