2012, ISBN: 9781118518953
ID: 16735208
This book bridges the latest software applications with the benefits of modern resampling techniques Resampling helps students understand the meaning of sampling distributions, sampling variability, P-values, hypothesis tests, and confidence intervals. This groundbreaking book shows how to apply modern resampling techniques to mathematical statistics. Extensively class-tested to ensure an. This book bridges the latest software applications with the benefits of modern resampling techniques Resampling helps students understand the meaning of sampling distributions, sampling variability, P-values, hypothesis tests, and confidence intervals. This groundbreaking book shows how to apply modern resampling techniques to mathematical statistics. Extensively class-tested to ensure an accessible presentation, Mathematical Statistics with Resampling and R utilizes the powerful and flexible computer language R to underscore the significance and benefits of modern resampling techniques. The book begins by introducing permutation tests and bootstrap methods, motivating classical inference methods. Striking a balance between theory, computing, and applications, the authors explore additional topics such as: Exploratory data analysis Calculation of sampling distributions The Central Limit Theorem Monte Carlo sampling Maximum likelihood estimation and properties of estimators Confidence intervals and hypothesis tests Regression Bayesian methods Throughout the book, case studies on diverse subjects such as flight delays, birth weights of babies, and telephone company repair times illustrate the relevance of the real-world applications of the discussed material. Key definitions and theorems of important probability distributions are collected at the end of the book, and a related website is also available, featuring additional material including data sets, R scripts, and helpful teaching hints. Mathematical Statistics with Resampling and R is an excellent book for courses on mathematical statistics at the upper-undergraduate and graduate levels. It also serves as a valuable reference for applied statisticians working in the areas of business, economics, biostatistics, and public health who utilize resampling methods in their everyday work. eBooks, Science & Geography~~Mathematics~~Probability & Statistics, Mathematical Statistics With Resampling And R~~EBook~~9781118518953~~Laura M. Chihara, Tim C. Hesterberg, , Mathematical Statistics With Resampling And R, Laura M. Chihara, 9781118518953, Wiley, 09/05/2012, , , , Wiley
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2012, ISBN: 9781118518953
ID: 560481916
This book bridges the latest software applications with the benefits of modern resampling techniques Resampling helps students understand the meaning of sampling distributions, sampling variability, P-values, hypothesis tests, and confidence intervals. This groundbreaking book shows how to apply modern resampling techniques to mathematical statistics. Extensively class-tested to ensure an accessible presentation, Mathematical Statistics with Resampling and R utilizes the powerful and flexible computer language R to underscore the significance and benefits of modern resampling techniques.The book begins by introducing permutation tests and bootstrap methods, motivating classical inference methods. Striking a balance between theory, computing, and applications, the authors explore additional topics such as: Exploratory data analysis Calculation of sampling distributions The Central Limit Theorem Monte Carlo sampling Maximum likelihood estimation and properties of estimators Confidence intervals and hypothesis tests Regression Bayesian methods Throughout the book, case studies on diverse subjects such as flight delays, birth weights of babies, and telephone company repair times illustrate the relevance of the real-world applications of the discussed material. Key definitions and theorems of important probability distributions are collected at the end of the book, and a related website is also available, featuring additional material including data sets, R scripts, and helpful teaching hints.Mathematical Statistics with Resampling and R is an excellent book for courses on mathematical statistics at the upper-undergraduate and graduate levels. It also serves as a valuable reference for applied statisticians working in the areas of business, economics, biostatistics, and public health who utilize resampling methods in their everyday work., 2012
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ISBN: 9781118518953
ID: 9781118518953
Laura M. Chihara, Tim C. Hesterberg, NOOK Book (eBook), Edition: 1, English-language edition, Pub by Wiley EBooks, Books~~Mathematics~~Probability & Statistics~~General, Mathematical-Statistics-with-Resampling-and-R~~Laura-M-Chihara, 999999999, Mathematical Statistics with Resampling and R, Laura M. Chihara, Tim C. Hesterberg, 1118518950, Wiley, , , , , Wiley
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ISBN: 9781118518953
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Mathematical Statistics with Resampling and R Mathematical-Statistics-with-Resampling-and-R~~Laura-M-Chihara Science/Tech>Statistics & Probability>Statistics & Probability NOOK Book (eBook), Wiley
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Title: | Mathematical Statistics with Resampling and R |
ISBN: | 9781118518953 |
Details of the book - Mathematical Statistics with Resampling and R
EAN (ISBN-13): 9781118518953
ISBN (ISBN-10): 1118518950
Publishing year: 2012
Publisher: Wiley, J
432 Pages
Language: eng/Englisch
Book in our database since 13.09.2012 03:15:12
Book found last time on 24.06.2016 12:01:16
ISBN/EAN: 9781118518953
ISBN - alternate spelling:
1-118-51895-0, 978-1-118-51895-3
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