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
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