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Bikram Karmakar
Bikram Karmakar
Department of Statistics, University of Florida
Verified email at ufl.edu - Homepage
Title
Cited by
Cited by
Year
Integrating the evidence from evidence factors in observational studies
B Karmakar, B French, DS Small
Biometrika 106 (2), 353-367, 2019
292019
Using approximation algorithms to build evidence factors and related designs for observational studies
B Karmakar, DS Small, PR Rosenbaum
Journal of Computational and Graphical Statistics 28 (3), 698-709, 2019
232019
How to make a neural network say “don’t know”
B Karmakar, NR Pal
Information Sciences 430, 444-466, 2018
172018
Tight clustering for large datasets with an application to gene expression data
B Karmakar, S Das, S Bhattacharya, R Sarkar, I Mukhopadhyay
Scientific reports 9 (1), 3053, 2019
162019
Assessment of the extent of corroboration of an elaborate theory of a causal hypothesis using partial conjunctions of evidence factors
B Karmakar, DS Small
132020
Using evidence factors to clarify exposure biomarkers
B Karmakar, DS Small, PR Rosenbaum
American Journal of Epidemiology 189 (3), 243-249, 2020
122020
Reinforced designs: Multiple instruments plus control groups as evidence factors in an observational study of the effectiveness of Catholic schools
B Karmakar, DS Small, PR Rosenbaum
Journal of the American Statistical Association 116 (533), 82-92, 2021
92021
Improved retention analysis in freemium role-playing games by jointly modelling players’ motivation, progression and churn
B Karmakar, P Liu, G Mukherjee, H Che, S Dutta
Journal of the Royal Statistical Society Series A: Statistics in Society 185 …, 2022
82022
Risk efficient estimation of fully dependent random coefficient autoregressive models of general order
B Karmakar, I Mukhopadhyay
Communications in Statistics-Theory and Methods 47 (17), 4242-4253, 2018
72018
False discovery rate control for effect modification in observational studies
B Karmakar, R Heller, DS Small
62018
Evidence factors from multiple, possibly invalid, instrumental variables
A Zhao, Y Lee, DS Small, B Karmakar
The Annals of Statistics 50 (3), 1266-1296, 2022
52022
Evidence factors in a case-control study with application to the effect of flexible sigmoidoscopy screening on colorectal cancer
B Karmakar, CA Doubeni, DS Small
The Annals of Applied Statistics 14 (2), 829-849, 2020
52020
Risk-efficient sequential estimation of multivariate random coefficient autoregressive process
B Karmakar, I Mukhopadhyay
Sequential Analysis 38 (1), 26-45, 2019
42019
Statistical validity and consistency of big data analytics: a general framework
B Karmakar, I Mukhopadhyay
arXiv preprint arXiv:1803.10901, 2018
32018
The Effect of Demonetization on Digital Payments in India
B Karmakar, B Pareek, D Small, P Ghosh
Working paper, University of Pennsylvania, Philadelphia, PA, 2018
32018
An approximation algorithm for blocking of an experimental design
B Karmakar
Journal of the Royal Statistical Society Series B: Statistical Methodology …, 2022
22022
An efficient partition-repetition approach in clustering of big data
B Karmakar, I Mukhopadhayay
Big Data Analytics: Methods and Applications, 75-93, 2016
22016
Degree of Interference: A General Framework For Causal Inference Under Interference
Y Ohnishi, B Karmakar, A Sabbaghi
arXiv preprint arXiv:2210.17516, 2022
12022
Efficiency of Regression (Un)-Adjusted Rosenbaum's Rank-based Estimator in Randomized Experiments
A Ghosh, N Deb, B Karmakar, B Sen
arXiv preprint arXiv:2111.15524, 2021
12021
Inferring the Effect of a Confounded Treatment by Calibrating Resistant Population's Variance
Z Qin, B Karmakar
arXiv preprint arXiv:2312.16439, 2023
2023
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