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## Details

Genre/Form: | Einführung |
---|---|

Material Type: | Internet resource |

Document Type: | Book, Internet Resource |

All Authors / Contributors: |
Douglas C Montgomery; Elizabeth A Peck; G Geoffrey Vining |

ISBN: | 0471754951 9780471754954 |

OCLC Number: | 61478843 |

Description: | xvi, 612 pages : illustrations ; 26 cm. |

Contents: | 1. Introduction -- 2. Simple linear regression -- 3. Multiple linear regression -- 4. Model adequacy checking -- 5. Transformations and weighting to correct model inadequacies -- 6. Diagnostics for leverage and influence -- 7. Polynomial regression models -- 8. Indicator variables -- 9. Variable selection and model building -- 10. Validation of regression models -- 11. Multicollinearity -- 12. Robust regression -- 13. Introduction to nonlinear regression -- 14. Generalized linear models -- 15. Other topics in the use of regression analysis. |

Series Title: | Wiley series in probability and statistics. |

More information: |

### Abstract:

Clearly balancing theory with applications, this book describes both the conventional and less common uses of linear regression in the practical context of today's mathematical and scientific research. This tried-and-true book presents a mathematically rigorous but readily accessible foundation for statistical procedures.
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## Reviews

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Publisher Synopsis

"...written by the best in the field and I strongly recommend it both as a textbook and as a handy reference..." (Technometrics, May 2007) "...an excellent reference and...self-teaching text for anyone with a basic level of statistical knowledge." (MAA Reviews, August 21, 2006) Read more...

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