Research Output

Filter
Article
2020

A functional single-index model

Jiang, F., Baek, S., Cao, J. & Ma, Y., Jan 1 2020, In : Statistica Sinica. 30, 1, p. 303-324 22 p.

Research output: Contribution to journalArticle

A Function Emulation Approach for Doubly Intractable Distributions

Park, J. & Haran, M., Jan 2 2020, In : Journal of Computational and Graphical Statistics. 29, 1, p. 66-77 12 p.

Research output: Contribution to journalArticle

A goodness-of-fit test for zero-inflated Poisson mixed effects models in tree abundance studies

Liu, J., Ma, Y. & Johnstone, J., Apr 2020, In : Computational Statistics and Data Analysis. 144, 106887.

Research output: Contribution to journalArticle

A lattice and random intermediate point sampling design for animal movement

Eisenhauer, E. & Hanks, E., Jan 1 2020, (Accepted/In press) In : Environmetrics. e2618.

Research output: Contribution to journalArticle

A maximum likelihood approach to electronic health record phenotyping using positive and unlabeled patients

Zhang, L., Ding, X., Ma, Y., Muthu, N., Ajmal, I., Moore, J. H., Herman, D. S. & Chen, J., Jan 1 2020, In : Journal of the American Medical Informatics Association : JAMIA. 27, 1, p. 119-126 8 p.

Research output: Contribution to journalArticle

1 Scopus citations

An integrative view of the regulatory and transcriptional landscapes in mouse hematopoiesis

Xiang, G., Keller, C. A., Heuston, E., Giardine, B. M., An, L., Wixom, A. Q., Miller, A., Cockburn, A., Sauria, M. E. G., Weaver, K., Lichtenberg, J., Göttgens, B., Li, Q., Bodine, D., Mahony, S., Taylor, J., Blobel, G. A., Weiss, M. J., Cheng, Y., Yue, F. & 4 others, Hughes, J., Higgs, D. R., Zhang, Y. & Hardison, R. C., Jan 1 2020, In : Genome research. 30, 3, p. 472-484 13 p.

Research output: Contribution to journalArticle

Open Access

An Inverse Norm Sign Test of Location Parameter for High-Dimensional Data

Feng, L., Liu, B. & Ma, Y., Jan 1 2020, (Accepted/In press) In : Journal of Business and Economic Statistics.

Research output: Contribution to journalArticle

Comparison of HIV Prevalence Among Antenatal Clinic Attendees Estimated from Routine Testing and Unlinked Anonymous Testing

Sheng, B., Eaton, J. W., Mahy, M. & Bao, L., Jan 1 2020, (Accepted/In press) In : Statistics in Biosciences.

Research output: Contribution to journalArticle

Consistent selection of the number of change-points via sample-splitting

Zou, C., Wang, G. & Li, R., Jan 1 2020, In : Annals of Statistics. 48, 1, p. 413-439 27 p.

Research output: Contribution to journalArticle

1 Scopus citations

Construction of optimal fractional Order-of-Addition designs via block designs

Chen, J., Mukerjee, R. & Lin, D. K. J., Jun 2020, In : Statistics and Probability Letters. 161, 108728.

Research output: Contribution to journalArticle

Convergence Analysis of Deterministic Kernel-Based Quadrature Rules in Misspecified Settings

Kanagawa, M., Sriperumbudur, B. K. & Fukumizu, K., Feb 1 2020, In : Foundations of Computational Mathematics. 20, 1, p. 155-194 40 p.

Research output: Contribution to journalArticle

5 Scopus citations

Data transforming augmentation for heteroscedastic models

Tak, H., You, K., Ghosh, S. K., Su, B. & Kelly, J., Jan 1 2020, (Accepted/In press) In : Journal of Computational and Graphical Statistics.

Research output: Contribution to journalArticle

Diagonally Dominant Principal Component Analysis

Ke, Z. T., Xue, L. & Yang, F., Jan 1 2020, (Accepted/In press) In : Journal of Computational and Graphical Statistics.

Research output: Contribution to journalArticle

Dimensionality determination: A thresholding double ridge ratio approach

Zhu, X., Guo, X., Wang, T. & Zhu, L., Jun 2020, In : Computational Statistics and Data Analysis. 146, 106910.

Research output: Contribution to journalArticle

Effects of two centuries of global environmental variation on phenology and physiology of Arabidopsis thaliana

DeLeo, V. L., Menge, D. N. L., Hanks, E. M., Juenger, T. E. & Lasky, J. R., Feb 1 2020, In : Global Change Biology. 26, 2, p. 523-538 16 p.

Research output: Contribution to journalArticle

2 Scopus citations

Examining measurement reactivity in daily diary data on substance use: Results from a randomized experiment

Buu, A., Yang, S., Li, R., Zimmerman, M. A., Cunningham, R. M. & Walton, M. A., Mar 2020, In : Addictive Behaviors. 102, 106198.

Research output: Contribution to journalArticle

Feature selection for generalized varying coefficient mixed-effect models with application to obesity gwas

Chu, W., Li, R., Liu, J. & Reimherr, M., Mar 2020, In : Annals of Applied Statistics. 14, 1, p. 276-298 23 p.

Research output: Contribution to journalArticle

1 Scopus citations

Implementation of statistical process control framework with machine learning on waveform profiles with no gold standard reference

Chou, S. H., Chang, S., Tsai, T. R., Lin, D. K. J., Xia, Y. & Lin, Y. S., Apr 2020, In : Computers and Industrial Engineering. 142, 106325.

Research output: Contribution to journalArticle

Independence properties of the truncated multivariate elliptical distributions

Levine, M., Richards, D. & Su, J., Jun 2020, In : Statistics and Probability Letters. 161, 108729.

Research output: Contribution to journalArticle

Independent component analysis for multivariate functional data

Virta, J., Li, B., Nordhausen, K. & Oja, H., Mar 2020, In : Journal of Multivariate Analysis. 176, 104568.

Research output: Contribution to journalArticle

Locally efficient estimation in generalized partially linear model with measurement error in nonlinear function

Wang, Q., Ma, Y. & Yang, G., Jun 1 2020, In : Test. 29, 2, p. 553-572 20 p.

Research output: Contribution to journalArticle

2 Scopus citations

Mentoring Undergraduate Research in Statistics: Reaping the Benefits and Overcoming the Barriers

Nolan, J. R., McConville, K. S., Addona, V., Tintle, N. L. & Pearl, D. K., Jan 1 2020, (Accepted/In press) In : Journal of Statistics Education.

Research output: Contribution to journalArticle

Open Access
2 Scopus citations

On the predictive potential of kernel principal components

Jones, B., Artemiou, A. & Li, B., Jan 1 2020, In : Electronic Journal of Statistics. 14, 1, p. 1-23 23 p.

Research output: Contribution to journalArticle

Open Access

Optimal weighted two-sample t-test with partially paired data in a unified framework

Guo, X., Wang, Y., Zhou, N. & Zhu, X., Jan 1 2020, (Accepted/In press) In : Journal of Applied Statistics.

Research output: Contribution to journalArticle

Production theory under price uncertainty for firms with disappointment aversion

Guo, X., Egozcue, M. & Wong, W. K., Jan 1 2020, (Accepted/In press) In : International Journal of Production Research.

Research output: Contribution to journalArticle

1 Scopus citations

S3norm: simultaneous normalization of sequencing depth and signal-to-noise ratio in epigenomic data

Xiang, G., Keller, C. A., Giardine, B., An, L., Li, Q., Zhang, Y. & Hardison, R. C., May 7 2020, In : Nucleic acids research. 48, 8, p. e43

Research output: Contribution to journalArticle

Open Access
1 Scopus citations

Small screening design when the overall variance is unknown

Peng, J. & Lin, D. K. J., Mar 2020, In : Journal of Statistical Planning and Inference. 205, p. 1-9 9 p.

Research output: Contribution to journalArticle

Statistical edutainment that counts

Pearl, D. K. & Lesser, L. M., Jun 1 2020, In : Teaching Statistics. 42, 2, p. 66-71 6 p.

Research output: Contribution to journalArticle

Statistical edutainment with confidence

Pearl, D. K. & Lesser, L. M., Mar 1 2020, In : Teaching Statistics. 42, 1, p. 23-27 5 p.

Research output: Contribution to journalArticle

Open Access

Statistical Inference for High-Dimensional Models via Recursive Online-Score Estimation

Shi, C., Song, R., Lu, W. & Li, R., Jan 1 2020, (Accepted/In press) In : Journal of the American Statistical Association.

Research output: Contribution to journalArticle

Time-varying Effects of GABRG1 and Maladaptive Peer Behavior on Externalizing Behavior from Childhood to Adulthood: Testing Gene × Environment × Development Effects

Trucco, E. M., Yang, S., Yang, J. J., Zucker, R. A., Li, R. & Buu, A., Jul 1 2020, In : Journal of youth and adolescence. 49, 7, p. 1351-1364 14 p.

Research output: Contribution to journalArticle

Trabecular Bone Structure in the Distal Femur of Humans, Apes, and Baboons

Sukhdeo, S., Parsons, J., Niu, X. M. & Ryan, T. M., Jan 1 2020, In : Anatomical Record. 303, 1, p. 129-149 21 p.

Research output: Contribution to journalArticle

2 Scopus citations

Types of Adult Attention-Deficit/Hyperactivity Disorder: A Replication Analysis

Reimherr, F. W., Roesler, M., Marchant, B. K., Gift, T. E., Retz, W., Philipp-Wiegmann, F. & Reimherr, M. L., Mar 17 2020, In : The Journal of clinical psychiatry. 81, 2

Research output: Contribution to journalArticle

Open Access
1 Scopus citations

Ultrahigh dimensional precision matrix estimation via refitted cross validation

Wang, L., Chen, Z., Wang, C. D. & Li, R., Mar 2020, In : Journal of Econometrics. 215, 1, p. 118-130 13 p.

Research output: Contribution to journalArticle

Variable selection for kriging in computer experiments

Huang, H., Lin, D. K. J., Liu, M. Q. & Zhang, Q., Jan 2 2020, In : Journal of Quality Technology. 52, 1, p. 40-53 14 p.

Research output: Contribution to journalArticle

2019

A computational framework to assess genome-wide distribution of polymorphic human endogenous retrovirus-k in human populations

Li, W., Lin, L., Malhotra, R., Yang, L., Acharya, R. & Poss, M., Mar 2019, In : PLoS computational biology. 15, 3, e1006564.

Research output: Contribution to journalArticle

Open Access
3 Scopus citations

A consistent estimator for logistic mixed effect models

Wei, Y., Ma, Y., Garcia, T. P. & Sinha, S., Jun 2019, In : Canadian Journal of Statistics. 47, 2, p. 140-156 17 p.

Research output: Contribution to journalArticle

A Dynamic Individual-Based Model for High-Resolution Ant Interactions

Wikle, N. B., Hanks, E. M. & Hughes, D. P., Dec 1 2019, In : Journal of Agricultural, Biological, and Environmental Statistics. 24, 4, p. 589-609 21 p.

Research output: Contribution to journalArticle

A Multisignal Wavelet Variance-Based Framework for Inertial Sensor Stochastic Error Modeling

Radi, A., Bakalli, G., Guerrier, S., El-Sheimy, N., Sesay, A. B. & Molinari, R., Dec 2019, In : IEEE Transactions on Instrumentation and Measurement. 68, 12, p. 4924-4936 13 p., 8667740.

Research output: Contribution to journalArticle

An adaptive multivariate two-sample test with application to microbiome differential abundance analysis

Banerjee, K., Zhao, N., Srinivasan, A., Xue, L., Hicks, S. D., Middleton, F. A., Wu, R. & Zhan, X., Jan 1 2019, In : Frontiers in Genetics. 10, APR, 350.

Research output: Contribution to journalArticle

Open Access
2 Scopus citations

An integrin αIIbβ3 intermediate affinity state mediates biomechanical platelet aggregation

Chen, Y., Ju, L. A., Zhou, F., Liao, J., Xue, L., Su, Q. P., Jin, D., Yuan, Y., Lu, H., Jackson, S. P. & Zhu, C., Jul 1 2019, In : Nature Materials. 18, 7, p. 760-769 10 p.

Research output: Contribution to journalArticle

13 Scopus citations

Ant colonies maintain social homeostasis in the face of decreased density

Modlmeier, A. P., Colman, E., Hanks, E. M., Bringenberg, R., Bansal, S. & Hughes, D. P., May 2019, In : eLife. 8, e38473.

Research output: Contribution to journalArticle

Open Access
2 Scopus citations

A semiparametric efficient estimator in case-control studies for gene–environment independent models

Liang, L., Ma, Y. & Carroll, R. J., Sep 2019, In : Journal of Multivariate Analysis. 173, p. 38-50 13 p.

Research output: Contribution to journalArticle

A Spatial Markov Model for Climate Extremes

Reich, B. J. & Shaby, B. A., Jan 2 2019, In : Journal of Computational and Graphical Statistics. 28, 1, p. 117-126 10 p.

Research output: Contribution to journalArticle

3 Scopus citations

Assessing changes in groundwater chemistry in landscapes with more than 100 years of oil and gas development

Wen, T., Agarwal, A., Xue, L., Chen, A., Herman, A., Li, Z. & Brantley, S. L., Feb 2019, In : Environmental Science: Processes and Impacts. 21, 2, p. 384-396 13 p.

Research output: Contribution to journalArticle

2 Scopus citations

A time varying approach to the stock return–inflation puzzle

Li, X. & Zhao, Z., Nov 1 2019, In : Journal of the Royal Statistical Society. Series C: Applied Statistics. 68, 5, p. 1509-1528 20 p.

Research output: Contribution to journalArticle