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MATH 1160 – Introduction to Statistics: Course Structure and Key Topics

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Intro to Stats

Sampling Methods

Levels of Measurement

Basic Concepts of Probability

Discrete Random Variables

Binomial Distribution

Sampling Distribution of the Sample Mean and Central Limit Theorem

Introduction to Confidence Intervals

Steps in Hypothesis Testing

Performing Hypothesis Tests: Proportions

Performing Hypothesis Tests: Means

Scatterplots & Intro to Correlation

Linear Regression & Least Squares Method

Residuals

Goodness of Fit Test

Chi Square Distribution