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Practical Nonparametric and Semiparametric Bayesian Statistics

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Cover of 'Practical Nonparametric and Semiparametric Bayesian Statistics'

Table of Contents

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    Book Overview
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    Chapter 1 Computing Nonparametric Hierarchical Models
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    Chapter 2 Computational Methods for Mixture of Dirichlet Process Models
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    Chapter 3 Nonparametric Bayes methods using predictive updating
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    Chapter 4 Dynamic Display of Changing Posterior in Bayesian Survival Analysis
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    Chapter 5 Semiparametric Bayesian Methods for Random Effects Models
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    Chapter 6 Nonparametric Bayesian Group Sequential Design
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    Chapter 7 Wavelet-Based Nonparametric Bayes Methods
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    Chapter 8 Nonparametric Estimation of Irregular Functions with Independent or Autocorrelated Errors
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    Chapter 9 Feedforward Neural Networks for Nonparametric Regression
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    Chapter 10 Survival Analysis Using Semiparametric Bayesian Methods
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    Chapter 11 Bayesian Nonparametric and Covariate Analysis of Failure Time Data
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    Chapter 12 Simulation of Lévy Random Fields
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    Chapter 13 Sampling Methods For Bayesian Nonparametric Inference Involving Stochastic Processes
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    Chapter 14 Curve and Surface Estimation Using Dynamic Step Functions
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    Chapter 15 Prior Elicitation for Semiparametric Bayesian Survival Analysis
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    Chapter 16 Asymptotic Properties of Nonparametric Bayesian Procedures
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    Chapter 17 Modeling Travel Demand in Portland, Oregon
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    Chapter 18 Semiparametric PK/PD Models
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    Chapter 19 A Bayesian Model for Fatigue Crack Growth
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    Chapter 20 A Semiparametric Model for Labor Earnings Dynamics
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Title
Practical Nonparametric and Semiparametric Bayesian Statistics
Published by
Springer New York, December 2012
DOI 10.1007/978-1-4612-1732-9
ISBNs
978-0-387-98517-6, 978-1-4612-1732-9
Editors

Dey, Dipak, Müller, Peter, Sinha, Debajyoti

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X Demographics

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Mendeley readers

Mendeley readers

The data shown below were compiled from readership statistics for 40 Mendeley readers of this research output. Click here to see the associated Mendeley record.

Geographical breakdown

Country Count As %
Australia 2 5%
United States 2 5%
Thailand 1 3%
India 1 3%
Madagascar 1 3%
France 1 3%
Virgin Islands, U.S. 1 3%
Denmark 1 3%
Unknown 30 75%

Demographic breakdown

Readers by professional status Count As %
Researcher 11 28%
Student > Ph. D. Student 10 25%
Professor > Associate Professor 8 20%
Student > Master 3 8%
Student > Doctoral Student 3 8%
Other 5 13%
Readers by discipline Count As %
Mathematics 12 30%
Computer Science 7 18%
Agricultural and Biological Sciences 5 13%
Social Sciences 4 10%
Engineering 4 10%
Other 8 20%