pradeepsinngh / Statistical-Data-Analysis-using-R

Intro to Statistical Data Analysis using R

Introduction to Statistical Data Analysis using R

This repo contains various methods, test, models used in Statistical Data Analysis. This repo is work in progress.

Table of contents

• Introduction to R
• Data Entry
• Probability Distributions
• Descriptive statistics and graphics
• One and two sample tests
• Linear Regression and correlation
• Analysis of variance
• Tabular data
• Multiple Regression
• Linear Models
• Logistic regression models
• Numerical methods for optimization and integration