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Introductory Statistics Course Guide: Structure, Resources, and Success Strategies

Study Guide - Learn with Videos

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Intro to Stats

Levels of Measurement

Intro to Collecting Data

Sampling Methods

Visualizing Qualitative vs. Quantitative Data

Mean

Median

Standard Deviation

Mode

Percentiles & Quartiles

Boxplots

Basic Concepts of Probability

Discrete Random Variables

Binomial Distribution

Standard Normal Distribution

Sampling Distribution of the Sample Mean and Central Limit Theorem

Introduction to Confidence Intervals

Confidence Intervals for Population Mean

Steps in Hypothesis Testing

Performing Hypothesis Tests: Means

Performing Hypothesis Tests: Proportions

Type I & Type II Errors

Scatterplots & Intro to Correlation

Correlation Coefficient

Linear Regression & Least Squares Method