{"product_id":"9781605010632","title":"Statistics Study Guide : Permutation, Random variable, Probability Axioms, Bayesian Probability, Decision Theory, Chebyshev's Inequality, Chi-square \u0026 Student's t-Distribution, Sampling, Correlation","description":"\u003cp\u003eBoost Your grades with this illustrated Study Guide. You will use it from an undergraduate school all the way to graduate school and beyond.\u003c\/p\u003e  \u003cp\u003e\u003cb\u003eFeatures\u003c\/b\u003e\u003c\/p\u003e  \u003cul\u003e   \u003cli\u003eWritten in concise and clear English \u003c\/li\u003e   \u003cli\u003eIllustrated with graphs and diagrams \u003c\/li\u003e   \u003cli\u003eUse your down time to prepare for an exam. \u003c\/li\u003e   \u003cli\u003eIncludes Glossary of probability and statistics \u003c\/li\u003e  \u003c\/ul\u003e  \u003cp\u003e\u003cb\u003eTable of Contents\u003c\/b\u003e\u003c\/p\u003e  \u003cp\u003e\u003cb\u003eIntroduction: \u003c\/b\u003eHistory | Conceptual overview | Statistical methods | Specialized disciplines | Software\u003c\/p\u003e  \u003cp\u003e\u003cb\u003eProbability:\u003c\/b\u003e Event | Statistical Independence | Interpretations | Classical definition | Permutation | Combination | Random element | Random variable | Random Vector\u003c\/p\u003e  \u003cp\u003e\u003cb\u003eRules of Probability: \u003c\/b\u003eProbability Axioms | Odds | Probability Theory | Bayesian Probability\u003c\/p\u003e  \u003cp\u003e\u003cb\u003eExpectations and Decisions: \u003c\/b\u003eMathematical Expectation | Decision Theory | Chebyshev's Inequality\u003c\/p\u003e  \u003cp\u003e\u003cb\u003eProbability Distribution: \u003c\/b\u003eDiscrete Probability Distribution | Bernoulli Distribution | Binomial Distribution | Hypergeometric Distribution | Poisson Distribution | Multinomial Distribution | Standard Deviation | Chi-square Distribution | Student's t-Distribution\u003c\/p\u003e  \u003cp\u003e\u003cb\u003eNormal Distribution: \u003c\/b\u003eContinuous Probability Distribution | Normal Distribution | Infinite Divisibility\u003c\/p\u003e  \u003cp\u003e\u003cb\u003eSampling: \u003c\/b\u003eSimple Random Sample | Sampling Distribution | Central Limit Theorem\u003c\/p\u003e  \u003cp\u003e\u003cb\u003eTests of Hypotheses:\u003c\/b\u003e 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\u003c\/p\u003e  \u003cp\u003e\u003cb\u003eRegression: \u003c\/b\u003eRegression Analysis | Linear Model | Linear Regression | Nonlinear Regression | Kernel Regression | Robust Regression\u003c\/p\u003e  \u003cp\u003e\u003cb\u003eCorrelation: \u003c\/b\u003ePearson's product-moment coefficient | Non-parametric correlation coefficients | Other measures of dependence among random variables | Copulas and correlation | Correlation matrices\u003c\/p\u003e  \u003cp\u003e\u003cb\u003eApplications: \u003c\/b\u003eBorel algebra | Cumulative Distribution Function | Probability Mass Function\u003cbr\u003e  \u003c\/p\u003e  \u003cbr\u003e      \u003cp\u003e\u003cbr\u003e   \u003c\/p\u003e                        ","brand":"MobileReference","offers":[{"title":"Default Title","offer_id":47147948605680,"sku":"9781605010632","price":9.99,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0737\/7593\/9824\/files\/9781605010632_p0.jpg?v=1763828959","url":"https:\/\/shop-qa.barnesandnoble.com\/products\/9781605010632","provider":"Barnes \u0026 Noble (DEV)","version":"1.0","type":"link"}