Research

Peer-reviewed papers.

Note: The links for “Time capsuled code” provide code for reproducing the numerical results of each paper.

\(\dagger\) Co-first authors, equal contribution.

• Koner S, Park S.Y., and Staicu A.M. (2024). PROFIT: Projection-based Test in Longitudinal Functional Data. Journal of Nonparametric Statistics, 1-28.
  Link: Manuscript. Link: Time capsuled code (R code).

• Koner S. and Staicu A.M. (2023). Second-Generation Functional Data. Annual Review of Statistics and Its Application Vol. 10:547-572.
  Link: Manuscript.

• Koner S. and Williams J. P. (2023). The EAS approach to variable selection for multivariate response data in high-dimensional settings. Electronic Journal of Statistics.
  Link: Manuscript. Link: Time capsuled code (R code).

• Koner S. and Luo S. (2024). Projection-based two-sample inference for sparsely observed multivariate functional data. Biostatistics.
  Link: Manuscript. Link: Time capsuled code (R code).

• Koner S., Staicu A.M., and Maity A. (2022+). PROLIFIC: Projection-based Test for Lack of Importance of Smooth Functional Effect in Crossover Design. In review .
  Link: Manuscript.

• Koner S. and Luo S. (2023+). Power and sample size calculation for Two-Sample projection-based testing of sparsely observed functional data. Accepted, Stat.
  Link: Manuscript. Link: R package fPASS.

• Alam S., Choi D., Koner S. and Luo S. (2024+). Dynamic prediction via functional latent trait joint models for multivariate longitudinal outcomes with an application to Parkinson’s disease. Revision submitted in Statistics in Medicine.
  Link: Manuscript. Link: Supplement.

• Koner, S. De Sarkar N., and Laha N. (2023+). False discovery rate control: Moving beyond the Benjamini–Hochberg method. In review.
  Link: Manuscript. Link: Code (R code).

• Li H.\(^\dagger\), Wu Y.\(^\dagger\), Zou H.\(^\dagger\), Koner S.\(^\dagger\), Plichta J K., Tolaney S M., Zhang J., He Y-W., Wei Q., Tang L., Zhang H., Zhang B., Guo Y., Chen X., Li K., Lian L., Ma F., and Luo S. (2024) Clinical efficacy of CDK4/6 inhibitor plus endocrine therapy in HR-positive/HER2-0 and HER2-low-positive metastatic breast cancer: a secondary analysis of PALOMA-2 and PALOMA-3 trials. Ebiomedicine, Vol 105
  Link: Manuscript

   

Manuscript under preparation

• Koner S. and Williams J.P. (2024+). A conformally constructed simultaneous prediction band for functional data.

• Koner S., Luo, S., Arbeev, K., Ghosh, D., Yashnin, A., & Akushevich, I. (2024+). Discovering the effect of familial longevity on multimodal cognitive functions and their association with clinical and demographic factors in Long Life Family Study through a novel hierarchical multivariate sparse functional mixed model.

• Koner S., & Ghosal, R. (2024+). Function-on-Function Quantile Regression.

• Koner S., Luo, S., Small, B. J., Lutz, M. W., Plassman, B. L., & Welsh-Bohmer, K. A. (2024+). Impact of practice effects on neuropsychological assessments in the TOMMORROW trial: Implications for measuring cognitive decline in Alzheimer’s Disease prevention studies.

• Koner, S., Ghosal, R., & Zhang, J. (2024+). Test of regional-invariance of the mean for spatially collected functional data, with application to Covid-19 in South Carolina.