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Statistical rethinking : a Bayesian course with examples in R and Stan /
Statistical Rethinking: A Bayesian Course with Examples in R and Stan builds readers knowledge of and confidence in statistical modeling. Reflecting the need for even minor programming in today s model-based statistics, the book pushes readers to perform step-by-step calculations that are usually au...
| Clasificación: | Libro Electrónico |
|---|---|
| Autor principal: | |
| Formato: | Electrónico eBook |
| Idioma: | Inglés |
| Publicado: |
Boca Raton, FL :
CRC Press,
[2016]
|
| Colección: | Texts in statistical science.
|
| Temas: | |
| Acceso en línea: | Texto completo (Requiere registro previo con correo institucional) |
MARC
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| 020 | |a 9781315372495 | ||
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| 082 | 0 | 4 | |a 519.5/42 |2 23 |
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| 100 | 1 | |a McElreath, Richard, |d 1973- |e author. | |
| 245 | 1 | 0 | |a Statistical rethinking : |b a Bayesian course with examples in R and Stan / |c Richard McElreath. |
| 264 | 1 | |a Boca Raton, FL : |b CRC Press, |c [2016] | |
| 264 | 4 | |c ©2016 | |
| 300 | |a 1 online resource (1 volume) : |b illustrations | ||
| 336 | |a text |b txt |2 rdacontent | ||
| 337 | |a computer |b c |2 rdamedia | ||
| 338 | |a online resource |b cr |2 rdacarrier | ||
| 347 | |a data file | ||
| 490 | 1 | |a Texts in statistical science | |
| 588 | 0 | |a Online resource; title from title page (viewed February 20, 2018). | |
| 504 | |a Includes bibliographical references and index. | ||
| 505 | 0 | 0 | |t Chapter 1 The Golem of Prague / |r Richard McElreath -- |t chapter 2 Small Worlds and Large Worlds / |r Richard McElreath -- |t chapter 3 Sampling the Imaginary / |r Richard McElreath -- |t chapter 4 Linear Models / |r Richard McElreath -- |t chapter 5 Multivariate Linear Models / |r Richard McElreath -- |t chapter 6 Overfitting, Regularization, and Information Criteria / |r Richard McElreath -- |t chapter 7 Interactions / |r Richard McElreath -- |t chapter 8 Markov Chain Monte Carlo / |r Richard McElreath -- |t chapter 9 Big Entropy and the Generalized Linear Model / |r Richard McElreath -- |t chapter 10 Counting and Classification / |r Richard McElreath -- |t chapter 11 Monsters and Mixtures / |r Richard McElreath -- |t chapter 12 Multilevel Models / |r Richard McElreath -- |t chapter 13 Adventures in Covariance / |r Richard McElreath -- |t chapter 14 Missing Data and Other Opportunities / |r Richard McElreath -- |t chapter 15 Horoscopes / |r Richard McElreath. |
| 520 | 3 | |a Statistical Rethinking: A Bayesian Course with Examples in R and Stan builds readers knowledge of and confidence in statistical modeling. Reflecting the need for even minor programming in today s model-based statistics, the book pushes readers to perform step-by-step calculations that are usually automated. This unique computational approach ensures that readers understand enough of the details to make reasonable choices and interpretations in their own modeling work. | |
| 590 | |a O'Reilly |b O'Reilly Online Learning: Academic/Public Library Edition | ||
| 650 | 0 | |a Bayesian statistical decision theory. | |
| 650 | 0 | |a R (Computer program language) | |
| 650 | 6 | |a Théorie de la décision bayésienne. | |
| 650 | 6 | |a R (Langage de programmation) | |
| 650 | 7 | |a Bayesian statistical decision theory |2 fast | |
| 650 | 7 | |a R (Computer program language) |2 fast | |
| 830 | 0 | |a Texts in statistical science. | |
| 856 | 4 | 0 | |u https://learning.oreilly.com/library/view/~/9781482253481/?ar |z Texto completo (Requiere registro previo con correo institucional) |
| 938 | |a Askews and Holts Library Services |b ASKH |n AH33739514 | ||
| 994 | |a 92 |b IZTAP | ||