Works (53)

2020 chapter

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).

By: Z. Xu, E. Laber & A. Staicu

Ed(s): Y. Zhao & D. Chen

Sources: NC State University Libraries, ORCID
Added: September 27, 2020

2019 article

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

ENVIRONMETRICS.

By: A. Hazra, B. Reich & A. Staicu

Sources: Web Of Science, ORCID
Added: November 18, 2019

2019 journal article

A nonparametric spatial test to identify factors that shape a microbiome

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

By: S. Singh, A. Staicu, R. Dunn, N. Fierer & B. Reich

Sources: Crossref, ORCID
Added: January 14, 2020

2019 journal article

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

BIOMETRICS, 75(2), 562–571.

By: S. Chen, L. Xiao & A. Staicu

Sources: Web Of Science, ORCID
Added: September 23, 2019

2019 journal article

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

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

By: A. Hazra, B. Reich, D. Reich, R. Shinohara & A. Staicu

Sources: Web Of Science, ORCID, NC State University Libraries
Added: May 13, 2019

2019 journal article

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

JOURNAL OF PROBABILITY AND STATISTICS, 2019.

By: S. Park, C. Li, S. Benavides, E. Heugten & A. Staicu

Sources: Web Of Science, ORCID
Added: August 12, 2019

2019 journal article

Longitudinal dynamic functional regression

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

By: A. Staicu, M. Islam, R. Dumitru & E. Heugten

Sources: Web Of Science, ORCID, Crossref
Added: September 30, 2019

2018 journal article

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

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

By: M. Tekbudak, M. Alfaro-Córdoba, A. Maity & A. Staicu

Sources: Crossref, ORCID
Added: January 13, 2020

2018 journal article

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

Atmospheric Environment, 184, 233–243.

By: M. King, A. Staicu, J. Davis, B. Reich & B. Eder

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

2018 journal article

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

Computational Statistics & Data Analysis, 122, 101–114.

By: S. Park, L. Xiao, J. Willbur, A. Staicu & N. Jumbe

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

2018 journal article

Additive function-on-function regression

Journal of Computational and Graphical Statistics, 27(1), 234–244.

By: J. Kim, A. Staicu, A. Maity, R. Carroll & D. Ruppert

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

2018 journal article

Additive nonlinear functional concurrent model

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

By: J. Kim, A. Maity & A. Staicu

Sources: Crossref, ORCID
Added: January 14, 2020

2018 journal article

Fully Bayesian spectral methods for imaging data

BIOMETRICS, 74(2), 645–652.

By: B. Reich, J. Guinness, S. Vandekar, R. Shinohara & A. Staicu

Sources: NC State University Libraries, ORCID
Added: October 16, 2018

2018 journal article

Functional Feature Construction for Individualized Treatment Regimes

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

By: E. Laber & A. Staicu

Sources: NC State University Libraries, ORCID
Added: October 29, 2018

2018 journal article

Reduced Target Facilitation and Increased Distractor Suppression During Mind Wandering

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

By: M. Geden, A. Staicu & J. Feng

Sources: NC State University Libraries, ORCID
Added: January 28, 2019

2018 journal article

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

Biometrika, 105(1), 165–184.

By: J. Kang, B. Reich & A. Staicu

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

2018 journal article

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

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

By: M. Geden, A. Staicu & J. Feng

Sources: Crossref, ORCID
Added: January 13, 2020

2017 journal article

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

Toxicology and Applied Pharmacology, 314, 109–117.

By: G. Zhang, K. Roell, L. Truong, R. Tanguay & D. Reif

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

2017 journal article

A note on modeling sparse exponential-family functional response curves

Computational Statistics & Data Analysis, 105, 46–52.

By: J. Gertheiss, J. Goldsmith & A. Staicu

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

2017 journal article

Interview with Nancy Reid

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

By: A. Staicu & N. Reid

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

2017 journal article

Simple fixed-effects inference for complex functional models

Biostatistics, 19(2), 137–152.

By: S. Park, A. Staicu, L. Xiao & C. Crainiceanu

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

2017 journal article

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.

By: M. Gruen, M. Alfaro-Córdoba, A. Thomson, A. Worth, A. Staicu & B. Lascelles

Ed(s): J. Harezlak

Sources: Crossref, ORCID
Added: January 14, 2020

2016 journal article

A Lag functional linear model for prediction of magnetization transfer ratio in multiple sclerosis lesions

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

By: G. Pomann, A. Staicu, E. Lobaton, A. Mejia, B. Dewey, D. Reich, E. Sweeney, R. Shinohara

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

2016 journal article

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.

By: G. Pomann, A. Staicu & S. Ghosh

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

2016 journal article

Classical testing in functional linear models

Journal of Nonparametric Statistics, 28(4), 813–838.

By: D. Kong, A. Staicu & A. Maity

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

2016 journal article

Interaction models for functional regression

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

By: J. Usset, A. Staicu & A. Maity

Sources: Crossref, ORCID
Added: January 13, 2020

2016 journal article

Interactive graphics for functional data analyses

Stat, 5(1), 108–118.

By: J. Wrobel, S. Park, A. Staicu & J. Goldsmith

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

2016 journal article

Testing for additivity in non-parametric regression

Canadian Journal of Statistics, 44(4), 445–462.

By: Y. Zhang, A. Staicu & A. Maity

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

2015 journal article

Functional additive mixed models

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

By: F. Scheipl, A. Staicu & S. Greven

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

2015 journal article

Glacier Terminus Estimation from Landsat Image Intensity Profiles

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

By: J. Usset, A. Maity, A. Staicu & A. Schwartzman

Sources: Crossref, ORCID
Added: January 13, 2020

2015 journal article

Global analysis of methylation profiles from high resolution CpG data

Genetic Epidemiology, 39(2), 53–64.

By: N. Zhao, D. Bell, A. Maity, A. Staicu, B. Joubert, S. London, M. Wu

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

2015 journal article

Incorporating covariates in skewed functional data models

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

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

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

2015 journal article

Longitudinal functional data analysis

Stat, 4(1), 212–226.

By: S. Park & A. Staicu

Sources: Crossref, ORCID
Added: January 13, 2020

2015 journal article

Marginal functional regression models for analyzing the feeding behavior of pigs

Journal of Agricultural Biological and Environmental Statistics, 20(3), 353–370.

By: J. Gertheiss, V. Maier, E. Hessel & A. Staicu

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

2015 journal article

Penalized function-on-function regression

Computational Statistics, 30(2), 539–568.

By: A. Ivanescu, A. Staicu, F. Scheipl & S. Greven

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

2015 journal article

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

Statistics in Medicine, 34(20), 2872–2880.

By: G. Pomann, E. Sweeney, D. Reich, A. Staicu & R. Shinohara

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

2015 journal article

Significance tests for functional data with complex dependence structure

Journal of Statistical Planning and Inference, 156, 1–13.

By: A. Staicu, S. Lahiri & R. Carroll

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

2014 journal article

Analysis of AneuRisk65 data: Classification and curve registration

Electronic Journal of Statistics, 8, 1914–1919.

By: A. Staicu & X. Lu

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

2014 journal article

Functional generalized additive models

Journal of Computational and Graphical Statistics, 23(1), 249–269.

By: M. McLean, G. Hooker, A. Staicu, F. Scheipl & D. Ruppert

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

2014 journal article

Likelihood ratio tests for dependent data with applications to longitudinal and functional data analysis

Scandinavian Journal of Statistics: Theory and Applications, 41(4), 932–949.

By: A. Staicu, Y. Li, C. Crainiceanu & D. Ruppert

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

2013 journal article

Multilevel cross-dependent binary longitudinal data

Biometrics, 69(4), 903–913.

By: N. Serban, A. Staicu & R. Carroll

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

2013 journal article

Variable selection in generalized functional linear models

Stat, 2(1), 86–101.

By: J. Gertheiss, A. Maity & A. Staicu

Sources: Crossref, ORCID
Added: January 14, 2020

2012 journal article

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

Statistics in Medicine, 31(26), 3223–3240.

By: C. Crainiceanu, A. Staicu, S. Ray & N. Punjabi

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

2012 journal article

Clustering Random Curves Under Spatial Interdependence With Application to Service Accessibility

Technometrics, 54(2), 108–119.

By: H. Jiang & N. Serban

Sources: Crossref, ORCID
Added: January 14, 2020

2012 journal article

Comment

Technometrics, 54(2), 120–122.

By: C. Crainiceanu & A. Staicu

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

2011 journal article

Modeling Functional Data with Spatially Heterogeneous Shape Characteristics

Biometrics, 68(2), 331–343.

By: A. Staicu, C. Crainiceanu, D. Reich & D. Ruppert

Sources: Crossref, ORCID
Added: January 14, 2020

2010 journal article

Fast methods for spatially correlated multilevel functional data

Biostatistics (Oxford, England), 11(2), 177–194.

By: A. Staicu, C. Crainiceanu & R. Carroll

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

2010 journal article

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

Biometrika, 97(4), 990–996.

By: A. Staicu

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

2010 journal article

Second order ancillary: A differential view from continuity

Bernoulli, 16(4), 1208–1223.

By: A. Fraser, D. Fraser & A. Staicu

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

2010 journal article

The second order ancillary is rotation based

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

By: A. Staicu & D. Fraser

Sources: Crossref, ORCID
Added: March 13, 2020

2009 journal article

Generalized multilevel functional regression

Journal of the American Statistical Association, 104(488), 1550–1561.

By: C. Crainiceanu, A. Staicu & C. Di

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

2009 journal article

Higher-order approximations for interval estimation in binomial settings

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

By: A. Staicu

Sources: Crossref, ORCID
Added: January 14, 2020

2008 journal article

On probability matching priors

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

By: A. Staicu & N. Reid

Sources: Crossref, ORCID
Added: January 14, 2020

Employment

2020 - present

North Carolina State University Raleigh, NC, US
professor Statistics

2015 - 2020

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

2015 - 2016

Babes-Bolyai University Cluj-Napoca, RO
Invited, Associate Professor Math and Computer Science

2009 - 2015

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

2007 - 2009

University of Bristol Bristol, Bristol, GB
Postdoc Statistics

2001 - 2007

University of Toronto Toronto, Ontario, CA
Teaching Assistant Statistics

2003 - 2004

University of Toronto Toronto, Ontario, CA
Sessional Lecturer Statistics

Education

2007 - 2009

University of Bristol Bristol, Bristol, GB
Postdoc Statistics

University of Toronto Toronto, Ontario, CA
PhD Statistics

University of Toronto Toronto, Ontario, CA
MS Statistics

University of Bucharest Bucharest, RO
BS Mathematics