Probability and Statistical Theory for Applied Researchers
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Opis: Probability and Statistical Theory for Applied Researchers - Thomas Wake Epps

This book develops the theory of probability and mathematical statistics at a level suitable for those at the frontiers of applied research, and it provides the necessary concepts of measure theory and analysis along the way. Down-to-earth explanations and an abundance of examples and exercises throughout the text make these concepts accessible to those with preparation limited to vector calculus and elementary statistics. Complete, detailed solutions to all the exercises are at the end of each chapter. These both develop one's technique for problem solving and afford immediate self-assessment of the level of understanding. The book is in two parts. Part I, The Theory of Probability, begins with elementary set theory, proceeds through basic measure and probability on abstract spaces, to random variables and probability on sets of real numbers, to integration and mathematical expectation, and concludes with a survey of models for distributions of random variables. Part II, The Theory of Statistics, begins with sampling theory and distribution theory for statistics from normal populations, proceeds to asymptotic (large-sample) theory, and on to point and interval estimation and tests of parametric hypotheses. The three concluding chapters cover tests of nonparametric hypotheses (with emphasis on goodness of fit), Bayesian methods, and linear and nonlinear regression. Researchers and graduate students in such applied fields as actuarial science, biostatistics, economics, finance, mathematical psychology, and systems engineering will find this book to be a valuable learning tool and, thereafter, an essential reference.The Theory of Probability: Probability on Abstract Sets; Probability on Sets of Real Numbers; Mathematical Expectation; Models for Distributions; The Theory of Statistics: Sampling Distributions; Asymptotic Distribution Theory; Estimation; Tests of Parametric Hypotheses; Tests of Nonparametric Hypotheses; A Survey of Bayesian Methods; Modeling Relatedness: Regression Analysis.


Szczegóły: Probability and Statistical Theory for Applied Researchers - Thomas Wake Epps

Tytuł: Probability and Statistical Theory for Applied Researchers
Autor: Thomas Wake Epps
Producent: World Scientific Publishing Co Ltd
ISBN: 9789814513159
Rok produkcji: 2013
Ilość stron: 820
Oprawa: Twarda
Waga: 1.29 kg


Recenzje: Probability and Statistical Theory for Applied Researchers - Thomas Wake Epps
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Probability and Statistical Theory for Applied Researchers

This book develops the theory of probability and mathematical statistics at a level suitable for those at the frontiers of applied research, and it provides the necessary concepts of measure theory and analysis along the way. Down-to-earth explanations and an abundance of examples and exercises throughout the text make these concepts accessible to those with preparation limited to vector calculus and elementary statistics. Complete, detailed solutions to all the exercises are at the end of each chapter. These both develop one's technique for problem solving and afford immediate self-assessment of the level of understanding. The book is in two parts. Part I, The Theory of Probability, begins with elementary set theory, proceeds through basic measure and probability on abstract spaces, to random variables and probability on sets of real numbers, to integration and mathematical expectation, and concludes with a survey of models for distributions of random variables. Part II, The Theory of Statistics, begins with sampling theory and distribution theory for statistics from normal populations, proceeds to asymptotic (large-sample) theory, and on to point and interval estimation and tests of parametric hypotheses. The three concluding chapters cover tests of nonparametric hypotheses (with emphasis on goodness of fit), Bayesian methods, and linear and nonlinear regression. Researchers and graduate students in such applied fields as actuarial science, biostatistics, economics, finance, mathematical psychology, and systems engineering will find this book to be a valuable learning tool and, thereafter, an essential reference.The Theory of Probability: Probability on Abstract Sets; Probability on Sets of Real Numbers; Mathematical Expectation; Models for Distributions; The Theory of Statistics: Sampling Distributions; Asymptotic Distribution Theory; Estimation; Tests of Parametric Hypotheses; Tests of Nonparametric Hypotheses; A Survey of Bayesian Methods; Modeling Relatedness: Regression Analysis.

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Cena 519,86 PLN
Nasza cena 508,15 PLN
Oszczędzasz 2%
Wysyłka: Niedostępna
Dodaj do Schowka
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Szczegóły: Probability and Statistical Theory for Applied Researchers - Thomas Wake Epps

Tytuł: Probability and Statistical Theory for Applied Researchers
Autor: Thomas Wake Epps
Producent: World Scientific Publishing Co Ltd
ISBN: 9789814513159
Rok produkcji: 2013
Ilość stron: 820
Oprawa: Twarda
Waga: 1.29 kg


Recenzje: Probability and Statistical Theory for Applied Researchers - Thomas Wake Epps

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