Agresti 4th Edition - Statistics Tutoring Videos

ISBN: 978-0133860825
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1,152 minutes of Statistics videos

Agresti (4th) Topics and Chapters that we cover

Ch. 2 - Exploring Data with Graphs and Numerical Summaries

Qualitative Data
Quantitative Data
Measures of Central Tendency
Measures of Spread: Standard Deviation
Measures of Spread: Interquartile Range
Boxplots (The Five Number Summary)

Ch. 5 - Probability in Our Daily Lives

Probability Notations
Addition Rule
Multiplication Rule
Advanced Applications of Probability Rules

Ch. 6 - Probability Distributions

The Binomial Distribution
The Binomial Formula
The Binomial Table
The Normal Distribution
The Z-Score
The Z-Table
Probabilities from Scores
Scores from Probability

Ch. 7 - Sampling Distributions

Sampling Distribution for a Sample Mean
Sampling Distribution for a Sample Proportion

Ch. 8 - Statistical Inference: Confidence Intervals

Large Sample Confidence Interval for a Population Mean
Small Sample Confidence Interval for a Population Mean
Confidence Interval for a Population Proportion
Sample Size

Ch. 9 - Statistical Inference: Significance Tests About Hypotheses - Part 1 (Basics)

The Idea Behind Hypothesis Testing
Type 1 & Type 2 Errors
Null and Alternative Hypotheses
Critical Values & Rejection Regiona
Large Sample Test Statistic: Mean
Small Sample Test Statistic: Mean
Test Statistic: Proportion