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Understanding computational Bayesian statistics [[electronic resource] /] / William M. Bolstad
| Understanding computational Bayesian statistics [[electronic resource] /] / William M. Bolstad |
| Autore | Bolstad William M. <1943-> |
| Pubbl/distr/stampa | Hoboken, N.J., : Wiley, 2010 |
| Descrizione fisica | 1 online resource (334 p.) |
| Disciplina |
519.5/42
519.542 |
| Collana | Wiley series in computational statistics |
| Soggetto topico | Bayesian statistical decision theory - Data processing |
| Soggetto genere / forma | Electronic books. |
| ISBN |
1-118-20992-3
1-283-44603-0 9786613446039 0-470-56737-6 0-470-56734-1 |
| Formato | Materiale a stampa  |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Introduction to Bayesian statistics -- Monte Carlo sampling from the posterior -- Bayesian inference -- Bayesian statistics using conjugate priors -- Markov chains -- Markov chain Monte Carlo sampling from the posterior -- Statistical inference from a Markov chain Monte Carlo sample -- Logistic regression -- Poisson regression and proportional hazards model -- Gibbs sampling and hierarchical models -- Going forward with Markov chain Monte Carlo -- Appendix A: Using the included Minitab macros -- Appendix B: Using the included R functions. |
| Record Nr. | UNINA-9910139717303321 |
Bolstad William M. <1943->
|
||
| Hoboken, N.J., : Wiley, 2010 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Understanding computational Bayesian statistics [[electronic resource] /] / William M. Bolstad
| Understanding computational Bayesian statistics [[electronic resource] /] / William M. Bolstad |
| Autore | Bolstad William M. <1943-> |
| Pubbl/distr/stampa | Hoboken, N.J., : Wiley, 2010 |
| Descrizione fisica | 1 online resource (334 p.) |
| Disciplina |
519.5/42
519.542 |
| Collana | Wiley series in computational statistics |
| Soggetto topico | Bayesian statistical decision theory - Data processing |
| ISBN |
1-118-20992-3
1-283-44603-0 9786613446039 0-470-56737-6 0-470-56734-1 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Introduction to Bayesian statistics -- Monte Carlo sampling from the posterior -- Bayesian inference -- Bayesian statistics using conjugate priors -- Markov chains -- Markov chain Monte Carlo sampling from the posterior -- Statistical inference from a Markov chain Monte Carlo sample -- Logistic regression -- Poisson regression and proportional hazards model -- Gibbs sampling and hierarchical models -- Going forward with Markov chain Monte Carlo -- Appendix A: Using the included Minitab macros -- Appendix B: Using the included R functions. |
| Record Nr. | UNINA-9910830686603321 |
|
Bolstad William M. <1943->
|
||
| Hoboken, N.J., : Wiley, 2010 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Understanding computational Bayesian statistics [[electronic resource] /] / William M. Bolstad
| Understanding computational Bayesian statistics [[electronic resource] /] / William M. Bolstad |
| Autore | Bolstad William M. <1943-> |
| Pubbl/distr/stampa | Hoboken, N.J., : Wiley, 2010 |
| Descrizione fisica | 1 online resource (334 p.) |
| Disciplina |
519.5/42
519.542 |
| Collana | Wiley series in computational statistics |
| Soggetto topico | Bayesian statistical decision theory - Data processing |
| ISBN |
1-118-20992-3
1-283-44603-0 9786613446039 0-470-56737-6 0-470-56734-1 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Introduction to Bayesian statistics -- Monte Carlo sampling from the posterior -- Bayesian inference -- Bayesian statistics using conjugate priors -- Markov chains -- Markov chain Monte Carlo sampling from the posterior -- Statistical inference from a Markov chain Monte Carlo sample -- Logistic regression -- Poisson regression and proportional hazards model -- Gibbs sampling and hierarchical models -- Going forward with Markov chain Monte Carlo -- Appendix A: Using the included Minitab macros -- Appendix B: Using the included R functions. |
| Record Nr. | UNINA-9910841069803321 |
|
Bolstad William M. <1943->
|
||
| Hoboken, N.J., : Wiley, 2010 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
