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advance-data-analytics-

Supervisor : Dr. Bhaswati Ganguly

arch-model

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.

data-mining-with-classifiers

longitudinal-data-

Supervisor : Dr. Bhaswati Ganguly

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-code

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.

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.

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.