Statistics Study Guide : Permutation, Random variable, Probability Axioms, Bayesian Probability, Decision Theory, Chebyshev's Inequality, Chi-square & Student's t-Distribution, Sampling, Correlation

Statistics Study Guide : Permutation, Random variable, Probability Axioms, Bayesian Probability, Decision Theory, Chebyshev's Inequality, Chi-square & Student's t-Distribution, Sampling, Correlation

by MobileReference
     
 

Boost Your grades with this illustrated 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

Overview

Boost Your grades with this illustrated 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



Product Details

ISBN-13:
9781605010632
Publisher:
MobileReference
Publication date:
01/01/2010
Series:
Mobi Study Guides
Sold by:
Barnes & Noble
Format:
NOOK Book
Sales rank:
644,957
File size:
3 MB

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