Arun Kumar Kuchibhotla
Title
Cited by
Cited by
Year
Moving Beyond Sub-Gaussianity in High-Dimensional Statistics: Applications in Covariance Estimation and Linear Regression
AK Kuchibhotla, A Chakrabortty
arXiv preprint arXiv:1804.02605, 2018
362018
A Model Free Perspective for Linear Regression: Uniform-in-model Bounds for Post Selection Inference
AK Kuchibhotla, LD Brown, A Buja, EI George, L Zhao
arXiv preprint arXiv:1802.05801, 2018
242018
Efficient estimation in single index models through smoothing splines
AK Kuchibhotla, RK Patra
Bernoulli 26 (2), 1587-1618, 2020
18*2020
Efficient estimation in convex single index models
AK Kuchibhotla, RK Patra, B Sen
arXiv preprint arXiv:1708.00145, 2017
152017
High-dimensional CLT: Improvements, non-uniform extensions and large deviations
AK Kuchibhotla, S Mukherjee, D Banerjee
Bernoulli 27 (1), 192-217, 2021
122021
Assumption lean regression
R Berk, A Buja, L Brown, E George, AK Kuchibhotla, W Su, L Zhao
The American Statistician, 2019
112019
Models as Approximations II: A Model-Free Theory of Parametric Regression
A Buja, L Brown, AK Kuchibhotla, R Berk, E George, L Zhao
Statistical Science 34 (4), 545-565, 2019
112019
A general set up for minimum disparity estimation
AK Kuchibhotla, A Basu
Statistics & Probability Letters 96, 68-74, 2015
92015
Deterministic Inequalities for Smooth M-estimators
AK Kuchibhotla
arXiv preprint arXiv:1809.05172, 2018
82018
Nested conformal prediction and quantile out-of-bag ensemble methods
C Gupta, AK Kuchibhotla, AK Ramdas
arXiv preprint arXiv:1910.10562, 2019
7*2019
Valid post-selection inference in model-free linear regression
AK Kuchibhotla, LD Brown, A Buja, J Cai, EI George, LH Zhao
Annals of Statistics 48 (5), 2953-2981, 2020
62020
Valid Post-selection Inference in Assumption-lean Linear Regression
AK Kuchibhotla, LD Brown, A Buja, EI George, L Zhao
arXiv preprint arXiv:1806.04119, 2018
62018
Model-free Study of Ordinary Least Squares Linear Regression
AK Kuchibhotla, LD Brown, A Buja
arXiv preprint arXiv:1809.10538, 2018
52018
simest: Single Index Model Estimation with Constraints on Link Function, 2016
AK Kuchibhotla, RK Patra
R package version 0.6, 0
4
Nested conformal prediction and quantile out-of-bag ensemble methods
C Gupta, AK Kuchibhotla, AK Ramdas
arXiv preprint arXiv:1910.10562, 2019
32019
High-dimensional CLT for Sums of Non-degenerate Random Vectors: -rate
AK Kuchibhotla, A Rinaldo
arXiv preprint arXiv:2009.13673, 2020
22020
Berry-Esseen Bounds for Projection Parameters and Partial Correlations with Increasing Dimension
AK Kuchibhotla, A Rinaldo, L Wasserman
arXiv preprint arXiv:2007.09751, 2020
22020
All of Linear Regression
AK Kuchibhotla, LD Brown, A Buja, J Cai
arXiv preprint arXiv:1910.06386, 2019
22019
Models as Approximations—Rejoinder
A Buja, AK Kuchibhotla, R Berk, E George, ET Tchetgen, L Zhao
Statistical Science 34 (4), 606-620, 2019
22019
A minimum distance weighted likelihood method of estimation
A Kuchibhotla, A Basu
Technical report, Interdisciplinary Statistical Research Unit (ISRU), Indian …, 2018
22018
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