Lab Activities
Introductory Statistics
Lab Set Up  Installing R
Lab Set up  Getting Started with RMarkdown
Lab 1  Introduction to R
Lab 2  Exploring Data
Lab 3  Linear Regression
Lab 4  Normal Distributions
Lab 5  Sampling Distributions
Lab 6  Confidence Intervals for a Population Proportion
Lab 7  Hypothesis Testing for a Population Proportion
Loading External Data in R
Lab 8  Inference with a Population Mean ; The data set for this lab is linked here.
Introduction to Regression and Data Science
Lab 1  Welcome to R
Lab 2  LSLR Lines
Lab 3  Outliers and Transformations. The data set for this lab is linked here.
Lab 4  LSLR With Categorical Predictors
Lab 5  LSLR with Multiple Predictors
Lab 6  Logistic Regression
Categorical Data
Lab 1  Welcome to R
Lab 2  Welcome to ggplot2
Lab 3  Logistic Regression and Likelihoods
Lab 4  Logistic Regression with Multiple Predictors
Lab 5  The Parametric Bootstrap
Lab 6  Multinomial Regression
Lab 7  Random Intercepts
Lab 8  Poisson Regression
Statistical Learning
Lab 1  Data Visualization
Lab 2  Classification Techniques
Lab 3  Sampling and Data Manipulation in R
Lab 4  Cross Validation Techniques
Lab 5  Subset Selection
Lab 6  The Parametric Bootstrap
Lab 7  Regression Trees
Always a work in progress
I work to update my labs regularly as much as possible, and I add to the list every time I create a new course. If you have comments or suggestions, please let me know at dalzelnm@wfu.edu
