4 citations · 4 across the 5 of their papers we have counts for
5 papers
Revisiting Le Cam's Equation: Exact Minimax Rates over Convex Density Classes
Shamindra Shrotriya, Matey Neykov
We study the classical problem of deriving minimax rates for density estimation over convex density classes. Building on the pioneering work of Le Cam (1973), Birge (1983, 1986), W…
Adversarial Sign-Corrupted Isotonic Regression
Shamindra Shrotriya, Matey Neykov
Classical univariate isotonic regression involves nonparametric estimation under a monotonicity constraint of the true signal. We consider a variation of this generating process, w…
-Bounds of the MLE in the BTL Model under General Comparison Graphs
Wanshan Li, Shamindra Shrotriya, Alessandro Rinaldo
The Bradley-Terry-Luce (BTL) model is a popular statistical approach for estimating the global ranking of a collection of items using pairwise comparisons. To ensure accurate ranki…
maars: Tidy Inference under the 'Models as Approximations' Framework in R
Riccardo Fogliato, Shamindra Shrotriya, Arun Kumar Kuchibhotla
Linear regression using ordinary least squares (OLS) is a critical part of every statistician's toolkit. In R, this is elegantly implemented via lm() and its related functions. How…
Nonparametric Estimation in the Dynamic Bradley-Terry Model
Heejong Bong, Wanshan Li, Shamindra Shrotriya +1
We propose a time-varying generalization of the Bradley-Terry model that allows for nonparametric modeling of dynamic global rankings of distinct teams. We develop a novel estimato…