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From probability to hypothesis testing, statistics concepts are explained step-by-step to build problem-solving skills and exam readiness.

Patrick Ford

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1. Intro to Stats and Collecting Data

2. Describing Data with Tables and Graphs

3. Describing Data Numerically

4. Probability

5. Binomial Distribution & Discrete Random Variables

6. Normal Distribution and Continuous Random Variables

7. Sampling Distributions & Confidence Intervals: Mean

8. Sampling Distributions & Confidence Intervals: Proportion

9. Hypothesis Testing for One Sample

10. Hypothesis Testing for Two Samples

11. Correlation

12. Regression

13. Chi-Square Tests & Goodness of Fit

14. ANOVA

[BOOK STATISTICS] DEFAULT

This statistics study guide covers data analysis, probability, hypothesis testing, population parameters, and essential skills for Stat C1000 & Math 54C.

Statistics Study Guide: Key Concepts, Skills & Course Objectives

Statistics Syllabus and Study Guide: Stat C100 & Math 54C (Santa Monica College)

Statistics Syllabus and Study Guide: Stat C100 & Math 54C (Santa Monica College)

Study Guide - Learn with Videos

Intro to Stats

Intro to Collecting Data

Sampling Methods

Visualizing Qualitative vs. Quantitative Data

Mean

Median

Mode

Standard Deviation

Percentiles & Quartiles

Boxplots