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Math 181-202: Elementary Statistics – Syllabus and Study Guide

Study Guide - Learn with Videos

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Intro to Stats

Levels of Measurement

Intro to Collecting Data

Sampling Methods

Frequency Distributions

Histograms

Scatterplots & Intro to Correlation

Correlation Coefficient

Linear Regression & Least Squares Method

Mean

Median

Mode

Interpreting Standard Deviation

Percentiles & Quartiles

Basic Concepts of Probability

Complements

Addition Rule

Multiplication Rule: Independent Events

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