Recently Published
Education vs Economic Outcome
The analysis for the education given the economy of India.
Random Walk, Metropolis-Hastings Sampling
In this document I'll be showing you how to conduct a Metropolis-Hastings sampling to generate a random sample in case of standard normal distribution and RW-Metropolis sampling in case of Laplace distribution.
ToH and CI [Updated]
In this file I've updated my previous work on hypothesis testing and confidence interval calculation and enhanced it further by adding summary of tests in form of a markdown table.
Machine Learning Algorithms for the Classification of Diabetes
In this case study, I've used diabetes dataset and then applied several machine learning techniques (k-NN, SVM, RF, etc.) in order to predict the model having the best accuracy.
ToH and CI
In this project, I've made the list of all popular sampling distribution and their tests. I've performed basic testing of hypothesis, plotted the critical region and found the confidence interval.
It's a brief summary testing and confidence interval
R codes for fun
This is a set of multiple questions that might be a brain teaser for someone looking to master R code (especially helpful if you'd like to see how loops and conditional statements work together).
Logrithmic Regression
I've done the Logrithmic regression on a simple dataset via R.