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Comprehensive Study Notes for Introductory Statistics (Chapters 1–8, 10)

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Intro to Stats

Sampling Methods

Mean

Median

Standard Deviation

Basic Concepts of Probability

Discrete Random Variables

Uniform 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

Steps in Hypothesis Testing

Type I & Type II Errors

Scatterplots & Intro to Correlation

Correlation Coefficient

Linear Regression & Least Squares Method