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Doing Bayesian data analysis : a tutorial with R, JAGS, and Stan / / John K. Kruschke
| Doing Bayesian data analysis : a tutorial with R, JAGS, and Stan / / John K. Kruschke |
| Autore | Kruschke John K. |
| Edizione | [Second edition.] |
| Pubbl/distr/stampa | Amsterdam : , : Academic Press is an imprint of Elsevier, , [2015] |
| Descrizione fisica | 1 online resource (xii, 759 pages ) : illustrations |
| Disciplina | 519.5/42 |
| Soggetto topico |
Bayesian statistical decision theory
R (Computer program language) |
| Soggetto genere / forma | Electronic books. |
| ISBN |
0-12-405916-3
0-12-405888-4 |
| Formato | Materiale a stampa  |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | What's in this book (Read this first!) -- Part I The basics: models, probability, Bayes' rule and r: Introduction: credibility, models, and parameters; The R programming language; What is this stuff called probability?; Bayes' rule -- Part II All the fundamentals applied to inferring a binomila probability: Inferring a binomial probability via exact mathematical analysis; Markov chain Monte Carlo; JAGS; Hierarchical models; Model comparison and hierarchical modeling; Null hypothesis significance testing; Bayesian approaches to testing a point ("Null") hypothesis; Goals, power, and sample size; Stan -- Part III The generalized linear model: Overview of the generalized linear model; Metric-predicted variable on one or two groups; 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; Nominal predicted variable; Ordinal predicted variable; Count predicted variable; Tools in the trunk -- Bibliography -- Index. |
| Record Nr. | UNINA-9910465133103321 |
Kruschke John K.
|
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| Amsterdam : , : Academic Press is an imprint of Elsevier, , [2015] | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Doing Bayesian data analysis : a tutorial with R, JAGS, and Stan / / John K. Kruschke
| Doing Bayesian data analysis : a tutorial with R, JAGS, and Stan / / John K. Kruschke |
| Autore | Kruschke John K. |
| Edizione | [2nd ed.] |
| Pubbl/distr/stampa | Amsterdam : , : Academic Press is an imprint of Elsevier, , [2015] |
| Descrizione fisica | 1 online resource (xii, 759 pages ) : illustrations |
| Disciplina | 519.5/42 |
| Soggetto topico |
Estadística bayesiana
R (Lenguaje de programación) |
| ISBN |
0-12-405916-3
0-12-405888-4 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNINA-9910792224203321 |
|
Kruschke John K.
|
||
| Amsterdam : , : Academic Press is an imprint of Elsevier, , [2015] | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Doing Bayesian data analysis : a tutorial with R, JAGS, and Stan / / John K. Kruschke
| Doing Bayesian data analysis : a tutorial with R, JAGS, and Stan / / John K. Kruschke |
| Autore | Kruschke John K. |
| Edizione | [2nd ed.] |
| Pubbl/distr/stampa | Amsterdam : , : Academic Press is an imprint of Elsevier, , [2015] |
| Descrizione fisica | 1 online resource (xii, 759 pages ) : illustrations |
| Disciplina | 519.5/42 |
| Soggetto topico |
Estadística bayesiana
R (Lenguaje de programación) |
| ISBN |
0-12-405916-3
0-12-405888-4 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNINA-9910817279103321 |
|
Kruschke John K.
|
||
| Amsterdam : , : Academic Press is an imprint of Elsevier, , [2015] | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||