Pinned Repositories
bayes-sqlasso
Work in progress draft and codes for Bayesian square-root Lasso
BeginneR
Introductory workshop for R collected from different sources
covid_usafacts
Statewise cases and deaths plot from USA facts website.
dattahub.github.io
Website for current projects, intended for sharing codes for recently developed Statistical methods and also other write-ups. Created and maintained by Jyotishka Datta.
GaussHG
This is a repository for posting supplementary materials (additional notes and R codes) for simulating from the Gauss-Hypergeometric distribution, proposed by Armero and Bayarri (1994), and used in the context of inference for sparse count data by Datta & Dunson (2016).
GL
Project folder for integral / global-local mixtures paper
gl-survey
Survey paper files
horseshoe-review
Review paper for horseshoe prior and Lasso
HS_in_SUR
Matlab and R codes for reproducing the simulation experiments in "Joint mean–covariance estimation via the horseshoe" by Yunfan Li, Jyotishka Datta, Bruce A. Craig, Anindya Bhadraa
sls-2019
Lecture slides, R, and Stan codes for the pre-conference workshop for SLS 2019.
DattaHub's Repositories
DattaHub/horseshoe-review
Review paper for horseshoe prior and Lasso
DattaHub/dattahub.github.io
Website for current projects, intended for sharing codes for recently developed Statistical methods and also other write-ups. Created and maintained by Jyotishka Datta.
DattaHub/GL
Project folder for integral / global-local mixtures paper
DattaHub/bayes-sqlasso
Work in progress draft and codes for Bayesian square-root Lasso
DattaHub/BeginneR
Introductory workshop for R collected from different sources
DattaHub/covid_usafacts
Statewise cases and deaths plot from USA facts website.
DattaHub/GaussHG
This is a repository for posting supplementary materials (additional notes and R codes) for simulating from the Gauss-Hypergeometric distribution, proposed by Armero and Bayarri (1994), and used in the context of inference for sparse count data by Datta & Dunson (2016).
DattaHub/gl-survey
Survey paper files
DattaHub/HS_in_SUR
Matlab and R codes for reproducing the simulation experiments in "Joint mean–covariance estimation via the horseshoe" by Yunfan Li, Jyotishka Datta, Bruce A. Craig, Anindya Bhadraa
DattaHub/hslike
DattaHub/sls-2019
Lecture slides, R, and Stan codes for the pre-conference workshop for SLS 2019.
DattaHub/bayes-horseshoe-plus
DattaHub/BivariateHSstan
Stan codes for bivariate horseshoe
DattaHub/blackboard_resources
Blackboard resources for online teaching (created by Dr. Samantha Robinson at UofA)
DattaHub/changepoint
Source codes for Bayesian changepoint detection problem.
DattaHub/ChangepointInference-reproduce
Code and data to reproduce all figures in Jewell et al. (2019+)
DattaHub/compshrink
Shrinkage priors for variable selection for Bayesian Dirichlet-Multinomial regression model
DattaHub/DattaHub
My personal repository
DattaHub/Deep-Bayesian-Nonlinear-ICE
A Bayesian NSM framework for ICA/BSS, ongoing project by JD & Nick.
DattaHub/dsp
Dynamic Shrinkage Processes
DattaHub/Graphical_Evidence
Graphical evidence: Matlab codes
DattaHub/Graphical_HSL
Codes for estimating precision matrix with graphical horseshoe-like prior and competing procedures
DattaHub/GuruChandali-BookTemplates-Latex
All basic book templates used in creating books published from Guruchandali.
DattaHub/inversemean
R codes for inference on inverse mean for parallax distance estimation
DattaHub/ipw
Comparison of Inverse Probability Weight Estimators
DattaHub/journal-club
Post papers on ArXiv for journal club / discussion / personal interest.
DattaHub/QIS
Quantile Importance Sampling
DattaHub/SEIRfansy
Extended Susceptible-Exposed-Infected-Recovery (SEIR) Model for handling high False Negative Rate and Symptom based administration of diagnostic tests
DattaHub/Shrinkage-Book
Bayesian Shrinkage Book with CRC
DattaHub/twosampleDPM
R codes for two-sample testing with DPM-Poisson-Gamma model