Boost Your grades with this illustrated quick-study guide. You will use it from an undergraduate school all the way to graduate school and beyond.
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
Study Guide (Pocket PC)":· Written in concise and clear English
· Illustrated with graphs and diagrams
· Search for the words or phrases
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· 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
· Ограничения Statistics Quick Study Guide (Pocket PC) 5.1
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