Parametric Statistical Inference

Name: Parametric Statistical Inference
Price: 43.5 USD
Availability: InStock
ISBN: 9780198523598

ISBN-10: 0198523599

ISBN-13: 9780198523598

Edition: 1996

Authors: J. K. Lindsey

List price: $195.00

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Inference involves drawing conclusions about some general phenomenon from limited empirical observations in the face of random variability. Two central unifying components of statistics are the likelihood function and the exponential family. These are here brought together for the first time as the central themes of a book on statistical inference. This book is appropriate as an advanced undergraduate or graduate text in mathematical statistics.

Book details

List price: $195.00
Copyright year: 1996
Publisher: Oxford University Press, Incorporated
Publication date: 8/1/1996
Binding: Hardcover
Pages: 512
Size: 6.14" wide x 9.21" long x 1.30" tall
Weight: 1.936
Language: English




Model Building



Model building



Exponential family



Inference



Likelihood



Goodness of it



Approximations



Asymptotics



Factoring the likelihood function



Decisions



Frequentist decision-making



Bayesian decision-making



Examples



Poisson regression



Binomial regression



Appendices



Elements of measure theory



Review of probability theory



Normal distribution statistics



Numerical methods


Bibliography


Index