The Resource Doing Bayesian data analysis : a tutorial with R and BUGS, John K. Kruschke, (electronic resource)

Doing Bayesian data analysis : a tutorial with R and BUGS, John K. Kruschke, (electronic resource)

Label
Doing Bayesian data analysis : a tutorial with R and BUGS
Title
Doing Bayesian data analysis
Title remainder
a tutorial with R and BUGS
Statement of responsibility
John K. Kruschke
Creator
Subject
Genre
Language
eng
Cataloging source
UMI
http://library.link/vocab/creatorName
Kruschke, John K
Illustrations
illustrations
Index
index present
Literary form
non fiction
Nature of contents
  • dictionaries
  • bibliography
http://library.link/vocab/subjectName
  • Bayesian statistical decision theory
  • R (Computer program language)
Label
Doing Bayesian data analysis : a tutorial with R and BUGS, John K. Kruschke, (electronic resource)
Link
http://databases.mvlc.org/connect/safari?uiCode=&xmlId=9780123814852
Instantiates
Publication
Bibliography note
Includes bibliographical references (p. 633-638) and index
Contents
This book's organization : read me first! -- Introduction : models we believe in -- What is this stuff called probability? -- Bayes' rule -- Inferring a binomial proportion via exact mathematical analysis -- Inferring a binomial proportion via grid approximation -- Inferring a binomial proportion via the Metropolis algorithm -- Inferring two binomial proportions via Gibbs sampling -- Bernoulli likelihood with hierarchical prior -- Hierarchical modeling and model comparison -- Null hypothesis significance testing -- Bayesian approaches to testing a point ("null") hypothesis -- Goals, power, and sample size -- Overview of the generalized linear model -- Metric predicted variable on a single group -- Metric predicted variable with one metric predictor -- Metric predicted variable with multiple metric predictors -- Metric predicted variable with one nominal predictor -- Metric predicted variable with multiple nominal predictors -- Dichotomous predicted variable -- Ordinal predicted variable -- Contingency table analysis -- Tools in the trunk
Control code
ocn801812930
Dimensions
unknown
Extent
1 online resource
Form of item
electronic
Sound
unknown sound
Specific material designation
remote
Stock number
CL0500000155
System control number
(OCoLC)801812930
Label
Doing Bayesian data analysis : a tutorial with R and BUGS, John K. Kruschke, (electronic resource)
Link
http://databases.mvlc.org/connect/safari?uiCode=&xmlId=9780123814852
Publication
Bibliography note
Includes bibliographical references (p. 633-638) and index
Contents
This book's organization : read me first! -- Introduction : models we believe in -- What is this stuff called probability? -- Bayes' rule -- Inferring a binomial proportion via exact mathematical analysis -- Inferring a binomial proportion via grid approximation -- Inferring a binomial proportion via the Metropolis algorithm -- Inferring two binomial proportions via Gibbs sampling -- Bernoulli likelihood with hierarchical prior -- Hierarchical modeling and model comparison -- Null hypothesis significance testing -- Bayesian approaches to testing a point ("null") hypothesis -- Goals, power, and sample size -- Overview of the generalized linear model -- Metric predicted variable on a single group -- Metric predicted variable with one metric predictor -- Metric predicted variable with multiple metric predictors -- Metric predicted variable with one nominal predictor -- Metric predicted variable with multiple nominal predictors -- Dichotomous predicted variable -- Ordinal predicted variable -- Contingency table analysis -- Tools in the trunk
Control code
ocn801812930
Dimensions
unknown
Extent
1 online resource
Form of item
electronic
Sound
unknown sound
Specific material designation
remote
Stock number
CL0500000155
System control number
(OCoLC)801812930

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