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Elementary Statistical Methods – Course 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

Mean

Standard Deviation

Basic Concepts of Probability

Addition Rule

Multiplication Rule: Independent Events

Multiplication Rule: Dependent Events

Counting

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

Two Proportions

Two Means - Unknown, Unequal Variance

Correlation Coefficient

Linear Regression & Least Squares Method

Goodness of Fit Test

Contingency Tables

Introduction to ANOVA