Lectures from MTH 142

These are the lectures from MTH 142, you can also find the direct links via Canvas.

Lecture 1 Statistical Thinking

Lecture 2 Study Design and Variables

Lecture 3 Categorical Data

Lecture 4 Numeric Data

Lecture 5 Linear Correlation

Lecture 6 Linear Correlation

Lecture 7 Regression math

Lecture 8 Probability

Lecture 9 Probability 2

Lecture 10 Continuous Random Variables

Lecture 11 The Normal Distribution

Lecture 12 Hypothesis Testing Proportion

Lecture 13 Parametric bootstrap Hypothesis Testing

Lecture 14 Confidence Intervals with Math

Lecture 15 Visualizing the CLT

Lecture 16 Distributions and Two Proportions

Lecture 17 Decision Errors

Lecture 18 Hypothesis Test for a single mean

Lecture 19 Hypothesis Test for a difference of means (unpaired)

Lecture 20 ANOVA

Lecture 21 Regression with a Single Predictor