Linear models with R /
This textbook focuses on the practice of regression and analysis of variance. Readers will learn which methods are available and the various situations in which they can be applied.
Saved in:
| Main Author: | |
|---|---|
| Format: | Book |
| Language: | English |
| Published: |
Boca Raton :
Chapman & Hall/CRC,
©2005.
|
| Series: | Texts in statistical science ;
v. 63. |
| Subjects: |
MARC
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| 100 | 1 | |a Faraway, Julian James. | |
| 245 | 1 | 0 | |a Linear models with R / |c Julian J. Faraway. |
| 260 | |a Boca Raton : |b Chapman & Hall/CRC, |c ©2005. | ||
| 300 | |a x, 229 pages : |b illustrations ; |c 25 cm | ||
| 336 | |a text |b txt |2 rdacontent | ||
| 337 | |a unmediated |b n |2 rdamedia | ||
| 338 | |a volume |b nc |2 rdacarrier | ||
| 490 | 1 | |a Texts in statistical science ; |v v. 63 | |
| 504 | |a Includes bibliographical references and index. | ||
| 505 | 0 | |a 1. Introduction -- 2. Estimation -- 3. Inference -- 4. Diagnostics -- 5. Problems with the predictors -- 6. Problems with the error -- 7. Transformation -- 8. Variable selection -- 9. Shrinkage methods -- 10. Statistical strategy and model uncertainty -- 11. Insurance redlining -- a complete example -- 12. Missing data -- 13. Analysis of covariance -- 14. One-way analysis of variance -- 15. Factorial designs -- 16. Block designs -- A.R installation, functions and data -- B. Quick introduction to R. | |
| 520 | 8 | |a This textbook focuses on the practice of regression and analysis of variance. Readers will learn which methods are available and the various situations in which they can be applied. | |
| 650 | 0 | |a Analysis of variance. | |
| 650 | 0 | |a Regression analysis. | |
| 650 | 2 | |a Analysis of Variance |0 (DNLM)D000704 | |
| 650 | 2 | |a Regression Analysis |0 (DNLM)D012044 | |
| 650 | 6 | |a Analyse de variance. |0 (CaQQLa)201-0002589 | |
| 650 | 6 | |a Analyse de régression. |0 (CaQQLa)201-0046529 | |
| 650 | 7 | |a Analysis of variance. |2 fast |0 (OCoLC)fst00808330 | |
| 650 | 7 | |a Regression analysis. |2 fast |0 (OCoLC)fst01432090 | |
| 650 | 7 | |a Lineares Modell |2 gnd |0 (DE-588)4134827-8 | |
| 650 | 1 | 7 | |a Lineaire modellen. |2 gtt |
| 650 | 1 | 7 | |a R (computerprogramma) |2 gtt |
| 650 | 1 | 7 | |a Statistische analyse. |2 gtt |
| 650 | 7 | |a Modelos lineares. |2 larpcal | |
| 650 | 7 | |a Pesquisa e planejamento estatístico. |2 larpcal | |
| 650 | 7 | |a Analysis of variance. |2 nli | |
| 650 | 7 | |a Regression analysis. |2 nli | |
| 650 | 7 | |a Analyse de variance. |2 rasuqam | |
| 650 | 7 | |a Analyse de régression. |2 rasuqam | |
| 650 | 7 | |a Modèle linéaire. |2 rasuqam | |
| 650 | 7 | |a R (Langage de programmation) |2 rasuqam | |
| 655 | 7 | |a Einführung. |2 swd | |
| 830 | 0 | |a Texts in statistical science ; |v v. 63. | |
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