3 papers
math.ST2022
Nonparametric inference for additive models estimated via simplified smooth backfitting
Suneel Babu Chatla
We investigate hypothesis testing in nonparametric additive models estimated using simplified smooth backfitting (Huang and Yu, Journal of Computational and Graphical Statistics, \…
stat.ME2020
Selected Topics in Statistical Computing
Suneel Babu Chatla, Chun-houh Chen, Galit Shmueli
The field of computational statistics refers to statistical methods or tools that are computationally intensive. Due to the recent advances in computing power some of these methods…
stat.ME2020
A Tree-based Semi-Varying Coefficient Model for the COM-Poisson Distribution
Suneel Babu Chatla, Galit Shmueli
We propose a tree-based semi-varying coefficient model for the Conway-Maxwell- Poisson (CMP or COM-Poisson) distribution which is a two-parameter generalization of the Poisson dist…