danielsbird / labs

Labs for Statistics with R Specialization

Statistics with R Specialization

This repository contains the most recent versions of all R Markdown based labs for the Statistics with R Coursera specialization.

1. Introduction to Probability and Data

• Lab 1 - Introduction to R
• Lab 2 - Introduction to Data
• Lab 3 - Probability

2. Inferential Statistics

• Lab 1 - Sampling Distributions
• Lab 2 - Confidence Intervals
• Lab 3 - Inference for Numerical Data
• Lab 4 - Inference for Categorical Data

3. Linear Regression and Modeling

• Lab 1 - Simple Linear Regression
• Lab 2 - Multiple Linear Regression

4. Bayesian Statistics

• Lab 1 - Two Armed Bandit
• Lab 2 - Conjugate Priors
• Lab 3 - Bayesian Inference
• Lab 4 - Bayesian Linear Regression