Features

• Written in concise and clear English
• 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 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

MobiPocket Reader Setup

1. You can install the Reader directly to your handheld. However, we recommend that you install the Free MobiPocket Desktop Reader for Windows PC first from http://www.mobipocket.com/en/DownloadSoft
2. When you connect the handheld to the desktop PC, the MobiPocket Desktop Reader automatically detects the handheld and installs appropriate software on the handheld.
3. Open the the e-book (.prc file) from the MobiPocket Desktop Reader. Click the Send button to send the book from the desktop PC to the handheld.
4. Whenever you connect the handheld to the desktop PC, the MobiPocket Desktop Reader automatically synchronizes the book 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.
5. Alternative (use this link if you do not have a Windows PC): You can download the Free MobiPocket Reader directly to your handheld from http://www.mobipocket.com/en/DownloadSoft/DownloadLinuxStep1.asp

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