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MAT 127 – Introductory Statistics with Probability: Syllabus and Course Structure Overview

Study Guide - Learn with Videos

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Intro to Stats

Intro to Collecting Data

Sampling Methods

Visualizing Qualitative vs. Quantitative Data

Mean

Median

Standard Deviation

Interpreting Standard Deviation

Percentiles & Quartiles

Boxplots

Basic Concepts of Probability

Standard Normal Distribution

Uniform 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

Scatterplots & Intro to Correlation

Correlation Coefficient

Linear Regression & Least Squares Method