Handbook of Statistics 25: Bayesian Thinking: Modeling and Computation




eBook Title for Download :Handbook of Statistics 25: Bayesian Thinking: Modeling and Computation (Format : pdf , Language : English)

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This volume describes how to develop Bayesian thinking, modelling and computation both from philosophical, methodological and application point of view. It further describes parametric and nonparametric Bayesian methods for modelling and how to use modern computational methods to summarize inferences using simulation. The book covers wide range of topics including objective and subjective Bayesian inferences with a variety of applications in modelling categorical, survival, spatial, spatiotemporal, Epidemiological, software reliability, small area and micro array data. The book concludes with a chapter on how to teach Bayesian thoughts to nonstatisticians.

Key Features:

- Critical thinking on causal effects - Objective Bayesian philosophy - Nonparametric Bayesian methodology - Simulation based computing techniques - Bioinformatics and Biostatistics Key Features:

· Critical thinking on causal effects · Objective Bayesian philosophy · Nonparametric Bayesian methodology · Simulation based computing techniques · Bioinformatics and Biostatistics

About the Author

C. R. Rao, born in India is one of this century's foremost statisticians, received his education in statistics at the Indian Statistical Institute (ISI), Calcutta. Rao is currently at Penn State as Eberly Professor of Statistics and Director of the Center for Multivariate Analysis. His research has influenced not only statistics, but also the physical, social and natural sciences and engineering.



Author(s) Book :C.R. Rao, Dipak K. Dey
Publish Year :2006 Publisher : North Holland
You can check by ISBN10/ISBN13 : 0444515399/9780444515391
Pages :1044

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