Data/hora: 13/06/2024 09:02:17

Biblioteca(s): | Embrapa Trigo.
Data corrente: | 12/01/2012
Data da última atualização: | 12/01/2012
Autoria: | KRUSCHKE, J. K.
Afiliação: | JOHN K. KRUSCHKE, INDIANA UNIVERSITY, USA.
Título: | Doing bayesian data analysis: a tutorial with R and bugs.
Ano de publicação: | 2011
Fonte/Imprenta: | Burlington: Academic Press; Oxford: Elsevier, 2011.
Páginas: | 653 p.
ISBN: | 978-0-12-381485-2
Idioma: | Inglês

Conteúdo:

CHAPTER 1 This Book?s Organization: Read Me First! 
Part 1 The Basics: Parameters, Probability, Bayes? Rule, and R - CHAPTER 2 Introduction: Models We Believe In; CHAPTER 3 What Is This Stuff Called Probability?; CHAPTER 4 Bayes? Rule.
Part 2 All the Fundamentals Applied to Inferring a Binomial Proportion - CHAPTER 5 Inferring a Binomial Proportion via Exact Mathematical Analysis; CHAPTER 6 Inferring a Binomial Proportion via Grid Approximation; CHAPTER 7 Inferring a Binomial Proportion via the Metropolis Algorithm; CHAPTER 8 Inferring Two Binomial Proportions via Gibbs Sampling; CHAPTER 9 Bernoulli Likelihood with Hierarchical Prior; CHAPTER 10 Hierarchical Modeling and Model Comparison; CHAPTER 11 Null Hypothesis Significance Testing; CHAPTER 12 Bayesian Approaches to Testing a Point (?Null?) Hypothesis; CHAPTER 13 Goals, Power, and Sample Size.
Part 3 Applied to the Generalized Linear Model - CHAPTER 14 Overview of the Generalized Linear Model ;CHAPTER 15 Metric Predicted Variable on a Single Group; CHAPTER 16 Metric Predicted Variable with One Metric Predictor; CHAPTER 17 Metric Predicted Variable with Multiple Metric Predictors; CHAPTER 18 Metric Predicted Variable with One Nominal Predictor; CHAPTER 19 Metric Predicted Variable with Multiple Nominal Predictors; CHAPTER 20 Dichotomous Predicted Variable; CHAPTER 21 Ordinal Predicted Variable; CHAPTER 22 Contingency Table Analysis; CHAPTER 23 Tools in the Trunk.
REFERENCES 
INDEX

Palavras-Chave: | Programa gráfico estatístico R.
Thesagro: | Estatística.
Categoria do assunto: | --
Registro original: | Embrapa Trigo (CNPT)
Exemplares: | CNPT - (42248-1) - ADC - LV - PP - 519.5 - K94d - 12.00017 - DIS