Skip to main content
Back

Statistics Course Syllabus: Key Topics and Learning Objectives

Study Guide - Learn with Videos

Curated lessons matched to your uploaded material – learn every topic step by step.

Frequency Distributions

Histograms

Frequency Polygons

Stemplots (Stem-and-Leaf Plots)

Bar Graphs and Pareto Charts

Pie Charts

Mean

Median

Mode

Standard Deviation

Percentiles & Quartiles

Basic Concepts of Probability

Addition Rule

Multiplication Rule: Independent Events

Fundamental Counting Principle

Counting

Discrete Random Variables

Binomial Distribution

Standard Normal Distribution

Non-Standard Normal Distribution

Sampling Distribution of the Sample Mean and Central Limit Theorem

Introduction to Confidence Intervals

Confidence Intervals for Population Mean

Confidence Intervals for Population Proportion

Confidence Intervals for Population Variance

Steps in Hypothesis Testing

Performing Hypothesis Tests: Means

Performing Hypothesis Tests: Proportions

Performing Hypothesis Tests: Variance

Type I & Type II Errors

Scatterplots & Intro to Correlation

Correlation Coefficient

Linear Regression & Least Squares Method