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STATISTICS QUICK STUDY GUIDE

Boost Your grades with this comprehensive quick-study guide. You will use this guide from an undergraduate school all the way to graduate school. FREE first 2 chapters in the trial version.

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Audience:

Intended for everyone interested in Math and Science, particularly undergraduate and graduate students.

Features:

• Clear and concise explanations
• Difficult concepts are explained in simple terms
• Illustrated with graphs and diagrams
• Search for the words or phrases
• Access the guide anytime, anywhere - at home, on the train, in the subway.
• Use your down time to prepare for an exam.
• Always have the guide available for a quick reference
• Automatic synchronization between the handheld and the desktop PC. You could read half of the book on the handheld, then finish reading on the desktop. Annotations and drawings are also synchronized
• Includes a Glossary of probability and statistics

Table of Contents:

Introduction: History | Conceptual overview | Statistical methods | Specialized disciplines | Software

Probability: Event | Statistical Independence | Interpretations | Classical definition | Permutation | Combination | Random element | Random variable | Random Vector

Rules of Probability: Probability Axioms | Odds | Probability Theory | Bayesian Probability

Expectations and Decisions: Mathematical Expectation | Decision Theory | Chebyshev's Inequality

Probability Distribution: Discrete Probability Distribution | Bernoulli Distribution | Binomial Distribution | Hypergeometric Distribution | Poisson Distribution | Multinomial Distribution | Standard Deviation | Chi-square Distribution | Student's t-Distribution

Normal Distribution: Continuous Probability Distribution | Normal Distribution | Infinite Divisibility

Sampling: Simple Random Sample | Sampling Distribution | Central Limit Theorem

Tests of Hypotheses: Null Hypothesis | Statistical Hypothesis Testing | Pearson's Chi-square test | Student's t-test | Z-test | General Linear Model | ANOVA | Generating Function | Non-parametric Statistics

Regression: Regression Analysis | Linear Model | Linear Regression | Nonlinear Regression | Kernel Regression | Robust Regression

Correlation: Pearson's product-moment coefficient | Non-parametric correlation coefficients | Other measures of dependence among random variables | Copulas and correlation | Correlation matrices

Applications: Borel algebra | Cumulative Distribution Function | Probability Mass Function

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