| 000 -LEADER | |
|---|---|
| fixed length control field | a |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
| fixed length control field | 211206b xxu||||| |||| 00| 0 eng d |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 9781107676510 |
| 082 ## - DEWEY DECIMAL CLASSIFICATION NUMBER | |
| Classification number | 519.536 |
| Item number | GEL |
| 100 ## - MAIN ENTRY--PERSONAL NAME | |
| Personal name | Gelman, Andrew |
| 245 ## - TITLE STATEMENT | |
| Title | Regression and other stories |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT) | |
| Name of publisher, distributor, etc | University Press, |
| Date of publication, distribution, etc | 2021 |
| Place of publication, distribution, etc | Cambridge : |
| 300 ## - PHYSICAL DESCRIPTION | |
| Extent | xv, 534 p. ; |
| Other physical details | ill., |
| Dimensions | 25 cm |
| 365 ## - TRADE PRICE | |
| Price amount | 34.99 |
| Price type code | GBP |
| Unit of pricing | 104.60 |
| 490 ## - SERIES STATEMENT | |
| Series statement | Analytical methods for social research |
| 504 ## - BIBLIOGRAPHY, ETC. NOTE | |
| Bibliography, etc | Includes bibliographical references and indexes. |
| 520 ## - SUMMARY, ETC. | |
| Summary, etc | Many textbooks on regression focus on theory and the simplest examples. Real statistical problems, however, are complex and subtle. This is not a book about the theory of regression. It is a book about how to use regression to solve real problems of comparison, estimation, prediction, and causal inference. It focuses on practical issues such as sample size and missing data and a wide range of goals and techniques. It jumps right in to methods and computer code you can use fresh out of the box. |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | Regression analysis |
| Topical term or geographic name as entry element | Mathematical models |
| Topical term or geographic name as entry element | Scientific applications |
| Topical term or geographic name as entry element | Average treatment effect(ATE) |
| Topical term or geographic name as entry element | Bayesian inference |
| Topical term or geographic name as entry element | Cofounding covariate |
| Topical term or geographic name as entry element | Ignorability |
| Topical term or geographic name as entry element | Intent-to-treat (ITT)effect |
| Topical term or geographic name as entry element | Overlap |
| Topical term or geographic name as entry element | Poststratification |
| Topical term or geographic name as entry element | Randomized block |
| Topical term or geographic name as entry element | Rstanarm package |
| Topical term or geographic name as entry element | Fake-data simulation |
| Topical term or geographic name as entry element | Ordered logistic |
| Topical term or geographic name as entry element | Ignorability |
| Topical term or geographic name as entry element | Leave-one-out cross validation |
| Topical term or geographic name as entry element | Linear transformation |
| Topical term or geographic name as entry element | Probability |
| Topical term or geographic name as entry element | Hypothesis testing |
| Topical term or geographic name as entry element | Messy data |
| 710 ## - ADDED ENTRY--CORPORATE NAME | |
| Corporate name or jurisdiction name as entry element | Hill, Jennifer |
| Corporate name or jurisdiction name as entry element | Vehtari, Aki |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
| Source of classification or shelving scheme | |
| Item type | Books |
No items available.