Screen LibraryStatistical rethinking : a Bayesian course with examples in R and Stan /
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| Main Authors: | |
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| Published: |
CRC Press,
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| Publisher Address: | Boca Raton, FL : |
| Publication Dates: | 2020. |
| Literature type: | Book |
| Language: | English |
| Edition: | Second edition. |
| Series: |
Chapman & Hall/CRC texts in statistical science series
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| Subjects: | |
| Item Description: |
"A Chapman & Hall book." Revised edition of: Statistical rethinking : A Bayesian course with examples in R and Stan / Richard McElreath, Max Planck Institute for Evolutionary Anthropology, Leipzig, Germany. [2016]. |
| Carrier Form: | xvii, 593 pages : illustrations ; 27 cm. |
| Bibliography: | Includes bibliographical references and indexes. |
| ISBN: |
9780367139919 036713991X |
| Index Number: | QA279 |
| CLC: | O212.8 |
| Call Number: | O212.8/M141/2nd ed. |
| Contents: | Preface to the second edition -- chapter 1. The Golem of Prague -- chapter 2. Small worlds and large worlds -- chapter 3. Sampling the imaginary -- chapter 4. Geocentric models -- chapter 5. The many variables & the spurious waffles -- chapter 6. The haunted dag & the causal terror -- chapter 7. Ulysses' compass -- chapter 8. Conditional manatees -- chapter 9. Markov chain Monte Carlo -- chapter 10. Big entropy and the generalized linear model -- chapter 11. God spiked the integers -- chapter 12. Monsters and mixtures -- chapter 13. Models with memory -- chapter 14. Adventures in covariance |