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Statistical Distributions

Nicholas Hastings, Merran Evans, Brian Peacock, et al.

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John Wiley & Sons img Link Publisher

Naturwissenschaften, Medizin, Informatik, Technik / Wahrscheinlichkeitstheorie, Stochastik, Mathematische Statistik

Beschreibung

A new edition of the trusted guide on commonly used statisticaldistributions Fully updated to reflect the latest developments on the topic,Statistical Distributions, Fourth Edition continues to serveas an authoritative guide on the application of statistical methodsto research across various disciplines. The book provides a concisepresentation of popular statistical distributions along with thenecessary knowledge for their successful use in data modeling andanalysis. Following a basic introduction, forty popular distributions areoutlined in individual chapters that are complete with relatedfacts and formulas. Reflecting the latest changes and trends instatistical distribution theory, the Fourth Editionfeatures: * A new chapter on queuing formulas that discusses standardformulas that often arise from simple queuing systems * Methods for extending independent modeling schemes to thedependent case, covering techniques for generating complexdistributions from simple distributions * New coverage of conditional probability, including conditionalexpectations and joint and marginal distributions * Commonly used tables associated with the normal (Gaussian),student-t, F and chi-square distributions * Additional reviewing methods for the estimation of unknownparameters, such as the method of percentiles, the method ofmoments, maximum likelihood inference, and Bayesian inference Statistical Distributions, Fourth Edition is an excellentsupplement for upper-undergraduate and graduate level courses onthe topic. It is also a valuable reference for researchers andpractitioners in the fields of engineering, economics, operationsresearch, and the social sciences who conduct statisticalanalyses.

Rezensionen

(Choice, 1 October 2011)
"Overall, an excellent book for readers interested in qualitativedata analysis. Highly recommended. Upper-division undergraduatesthrough professionals."
. (MyCFO, 22 December 2010)
"This new edition continues to illustrate the application ofstatistical methods to research across various disciplines,including medicine, engineering, business/finance, and the socialsciences. Thoroughly revised and updated, the authors haverefreshed this book to reflect the changes and current trends instatistical distribution theory that have occured since thepublication of the previous edition eight years ago . . . key factsand formulas for forty major probability distributions arepresented, making the book an ideal introduction to the generaltheory of statistical distributions as well as a quick reference onits basic principles"
. (MyCFO, 22 December 2010)
"This new edition continues to illustrate the application ofstatistical methods to research across various disciplines,including medicine, engineering, business/finance, and the socialsciences. Thoroughly revised and updated, the authors haverefreshed this book to reflect the changes and current trends instatistical distribution theory that have occured since thepublication of the previous edition eight years ago. Theintroductory chapters introduce the fundamental concepts of thedistributions and the relationships between variables. For eachdistribution that follows, the key formulae, tables and diagramsare presented in a concise, user-friendly format. Key facts andformulas for forty major probability distributions are presented,making the book an ideal introduction to the general theory ofstatistical distributions as well as a quick reference on its basicprinciples"
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Schlagwörter

Electrical Engineering Special Topics, Elektrotechnik u. Elektronik, Spezialthemen Elektrotechnik, Statistik / Lehr- u. Nachschlagewerke, Statistik, Statistics, Electrical & Electronics Engineering, Statistics - Text & Reference, Elektrotechnik