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Understanding Computational Bayesian Statistics Book

Understanding Computational Bayesian Statistics
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Understanding Computational Bayesian Statistics, Providing a solid grounding in statistics while uniquely covering the topics from a Bayesian perspective, Understanding Computational Bayesian Statistics successfully guides readers through this new, cutting-edge approach. With its hands-on treatment of t, Understanding Computational Bayesian Statistics
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  • Understanding Computational Bayesian Statistics
  • Written by author William M. Bolstad
  • Published by Wiley, John & Sons, Incorporated, 9/20/2011
  • Providing a solid grounding in statistics while uniquely covering the topics from a Bayesian perspective, Understanding Computational Bayesian Statistics successfully guides readers through this new, cutting-edge approach. With its hands-on treatment of t
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Book Categories

Authors

Preface
1 Introduction to statistical science 1
2 Scientific data gathering 13
3 Displaying and summarizing data 29
4 Logic, probability, and uncertainty 55
5 Discrete random variables 75
6 Bayesian inference for discrete random variables 95
7 Continuous random variables 111
8 Bayesian inference for binomial proportion 129
9 Comparing Bayesian and frequentist inferences for proportion 147
10 Bayesian inference for normal mean 169
11 Comparing Bayesian and frequentist inferences for mean 193
12 Bayesian inference for difference between means 209
13 Bayesian inference for simple linear regression 235
14 Robust Bayesian methods 261
A Introduction to calculus 275
B Use of statistical tables 295
C Using the included minitab macros 307
D Using the included R functions 317
E: Answers to selected exercises 329
References 349
Index 351


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Understanding Computational Bayesian Statistics, Providing a solid grounding in statistics while uniquely covering the topics from a Bayesian perspective, Understanding Computational Bayesian Statistics successfully guides readers through this new, cutting-edge approach. With its hands-on treatment of t, Understanding Computational Bayesian Statistics

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Understanding Computational Bayesian Statistics, Providing a solid grounding in statistics while uniquely covering the topics from a Bayesian perspective, Understanding Computational Bayesian Statistics successfully guides readers through this new, cutting-edge approach. With its hands-on treatment of t, Understanding Computational Bayesian Statistics

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