Anaranya Basu's repositories
Advance-Data-Analytics-
Supervisor : Dr. Bhaswati Ganguly
BAYESIAN-ANALYSIS
Instructed by : Prof. Manisha Pal. A repository created with the practical problems on Bayesian computing and some advance computing related to MCMC, Metropolis etc.
Longitudinal-Data-
Supervisor : Dr. Bhaswati Ganguly
Regression-Tree-for-Censored-Data
The work had been done with Prof. Biswabrata Pradhan, Indian Statistical Institute, Kolkata. A tree-based method for censored survival data is discussed, based on maximizing the difference in survival between groups of patients by the Log-Rank statistic value based criterion.
Multivariate-Analysis-Practical
Various R codes related to Multivariate Testing of Hypothesis(using Hotteling's T square statistic) and some analysis related to Multiple Correlation Coefficient.
Regression-Paradigm
R code related to various aspects of advanced regression analysis techniques(Box-cox,Box-Tidwell,Ridge,Lasso)taken as a part of course work in M.sc Statistics days.
SHRINKAGE-REGRESSION
Supervisor : Dr. Aniket Biswas
Simulation-Study
Simulation study of Emperical Cumulative Distribution function
Wishart-Prior-Algorithm
R code for studying the histogram of the simulated C matrix of Inverse Wishart Prior Distribution.