Statistics Statistics: The Art and Science of Learning From Data
Statistics: The Art and Science of Learning From Data

Statistics: The Art and Science of Learning From Data Agresti • 4th Edition • 978-0133860825

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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 Regions Large Sample Test Statistic: Mean Small Sample Test Statistic: Mean Test Statistic: Proportion

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