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. Features Written in concise and clear English Illustrated with graphs and diagrams Use your down time to prepare for an exam. 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
Statistics Study Guide: Permutation, Random variable, Probability Axioms, Bayesian Probability, Decision Theory, Chebyshev's Inequality, Chi-square & Student's ... (Mobi Study Guides) (Cliffs Quick Review)
