Bayes Rules!: An Introduction to Applied Bayesian Modeling (Record no. 138425)
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| 000 -LEADER | |
|---|---|
| fixed length control field | 01469aam a2200217 4500 |
| 003 - CONTROL NUMBER IDENTIFIER | |
| control field | OSt |
| 005 - DATE AND TIME OF LATEST TRANSACTION | |
| control field | 20230105155116.0 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
| fixed length control field | 220615b |||||||| |||| 00| 0 eng d |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 9780367255398 |
| 040 ## - CATALOGING SOURCE | |
| Transcribing agency | |
| 082 ## - DEWEY DECIMAL CLASSIFICATION NUMBER | |
| Classification number | 519.542 |
| Item number | JOH |
| 100 ## - MAIN ENTRY--PERSONAL NAME | |
| Personal name | Johnson, Alicia A. |
| 9 (RLIN) | 60220 |
| 245 ## - TITLE STATEMENT | |
| Title | Bayes Rules!: An Introduction to Applied Bayesian Modeling |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT) | |
| Name of publisher, distributor, etc. | Routledge |
| Date of publication, distribution, etc. | 2022 |
| Place of publication, distribution, etc. | Boca Raton |
| 300 ## - PHYSICAL DESCRIPTION | |
| Extent | 521p |
| 500 ## - GENERAL NOTE | |
| General note | I: Bayesian foundations <br/>1 The Big (Bayesian) Picture <br/>2 Bayes' Rule <br/>3 The Beta-Binomial Bayesian Model <br/>4 Balance and Sequentiality in Bayesian Analyses <br/>5 Conjugate Families <br/>II: Posterior Simulation & Analysis<br/>6 Approximating the Posterior <br/>7 MCMC under the Hood <br/>8 Posterior Inference and Prediction <br/>III: Bayesian Regression & Classification<br/>9 Simple Normal Regression<br/>10 Evaluating Regression Models <br/>11 Extending the Normal Regression Model <br/>12 Poisson and Negative Binomial Regression <br/>13 Logistic Regression <br/>14 Naive Bayes Classification <br/>IV: Hierarchical Bayesian models<br/>15 Hierarchical Models are Exciting <br/>16 (Normal) Hierarchical Models Without Predictors <br/>17 (Normal) Hierarchical Models With Predictors <br/>18 Non-Normal Hierarchical Regression & Classification <br/>19 Adding More Layers<br/> |
| 600 ## - SUBJECT ADDED ENTRY--PERSONAL NAME | |
| Personal name | R (Computer program language) |
| 9 (RLIN) | 60972 |
| 700 ## - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Ott, Miles Q. |
| 9 (RLIN) | 60973 |
| 700 ## - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Dogucu, Mine |
| 9 (RLIN) | 60974 |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
| Source of classification or shelving scheme | Dewey Decimal Classification |
| Koha item type | Book |
| Call number prefix | 519.542 |
| Call number suffix | JOH |
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