24 citations · 43 across the 6 of their papers we have counts for
6 papers · 1 filter
Nonparametric Bayesian Deconvolution of a Symmetric Unimodal Density
Ya Su, Anirban Bhattacharya, Yan Zhang +2
We consider nonparametric measurement error density deconvolution subject to heteroscedastic measurement errors as well as symmetry about zero and shape constraints, in particular…
Analysis of Two-Phase Studies using Generalized Method of Moments
Prosenjit Kundu, Nilanjan Chatterjee
Two-phase design can reduce the cost of epidemiological studies by limiting the ascertainment of expensive covariates or/and exposures to an efficiently selected subset (phase-II)…
Post-selection estimation and testing following aggregated association tests
Ruth Heller, Amit Meir, Nilanjan Chatterjee
The practice of pooling several individual test statistics to form aggregate tests is common in many statistical application where individual tests may be underpowered. While selec…
Evaluating discriminatory accuracy of models using partial risk-scores in two-phase studies
Parichoy Pal Choudhury, Anil K. Chaturvedi, Nilanjan Chatterjee
Prior to clinical applications, it is critical that risk prediction models are evaluated in independent studies that did not contribute to model development. While prospective coho…
Generalized Meta-Analysis for Multiple Regression Models Across Studies with Disparate Covariate Information
Prosenjit Kundu, Runlong Tang, Nilanjan Chatterjee
Meta-analysis, because of both logistical convenience and statistical efficiency, is widely popular for synthesizing information on common parameters of interest across multiple st…
Analysis of Case-Control Association Studies: SNPs, Imputation and Haplotypes
Nilanjan Chatterjee, Yi-Hau Chen, Sheng Luo +1
Although prospective logistic regression is the standard method of analysis for case-control data, it has been recently noted that in genetic epidemiologic studies one can use the…