STAT 201 - Elementary Statistical Inference

STAT 201 - Elementary Statistical Inference teaser image

Elementary Statistical Inference. Data collection, tabulation and presentation; elementary description of the tools of statistical inference; probability, sampling and hypothesis testing; applications of statistical techniques to practical problems.

Update Fall 2026: This course is a work in progress. More videos are coming very soon.

Sections

Module 1

Topic 2: Design for Data Collection

Module 2

Topic 3A: Observational and Experimental Studies Topic 3B: Random Sampling

Module 3

Topic 4A: Exploratory Data Analysis (Categorical) Topic 4B: Exploratory Data Analysis (Numerical)

Module 4

Topic 5A: Numerical Summaries Topic 5B: Center and Spread

Module 5

Topic 6: Scatterplots

Module 6

Topic 7A: Probability Foundations and Rules Topic 7B: Conditional Probability Topic 7C: Contingency Tables

Module 8

Topic 8B: Binomial Distributions Topic 8C: Continuous Uniform Distributions

Module 9

Topic 9A: Normal Distribution and Empirical Rule Topic 9B: Z-Score Formulation

Module 10

Topic 10A: Hypothesis Testing Topic 10B: Z-Test for Means Topic 10C: Z-Test for Proportions Topic 10D: T-Test for Means Topic 10E: Errors While Testing Section 10F: Confidence Intervals