[share_ebook] Schaum's Outline of Elements of Statistics I & II

Description

• Author: S. Bernstein & R. Bernstein
• Publisher: McGraw-Hill
• Publish Date: 1999
• ISBN: 0070050236
• Pages: 364

Elements of Statistics I: Descriptive Statistics and Probability
Contents:
Mathematics Required for Statistics.
Characteristics of the Data.
Populations, Samples, and Statistics.
Descriptive Statistics: Organizing the Data Into Tables.
Descriptive Statistics: Graphing the Data.
Descriptive Statistics: Measures of Central Tendency, Average Value, and Location.
Descriptive Statistics: Measures of Dispersion.
Probability: The Classical, Relative Frequency, Set Theory, and Subjective Interpretations.
Probability: Rules for Multiplication and Division, Marginal Probabilities and Bayes' Theorem, Tree Diagrams and Counting Rules.
Random Variables, Probability Distributions, Cumulative
Distribution Functions, and Expected Values.

Elements of Statistics II: Inferential Statistics
Contents:
Discrete Probability Distributions.
The Normal Distribution and Other Continuous Probability Distributions.
Sampling Distributions.
One-Sample Estimation of the Population Mean.
One-Sample Estimation of the Population Variance, Standard Deviationn & Proportion.
One-Sample Hypothesis Testing.
Two-Sample Estimation and Hypothesis Testing.
Multiple-Sample Estimation and Hypothesis Testing.
Regression and Correlation.
Transformations.
Nonparametric Techniques: Nominal-Level Data.
Nonparametric Techniques: Ordinal-Level Data.

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