Advanced Linear Modeling: Multivariate, Time Series, and Spatial Data; Nonparametric Regression and Response Surface Maximization
Gespeichert in:
| 1. Verfasser: | |
|---|---|
| Format: | Elektronisch E-Book |
| Sprache: | English |
| Veröffentlicht: |
New York, NY
Springer New York
2001
|
| Ausgabe: | Second Edition |
| Schriftenreihe: | Springer Texts in Statistics
|
| Schlagworte: | |
| Online-Zugang: | Volltext |
| Beschreibung: | This is the second edition of Linear Models for Multivariate, Time Series and Spatial Data. It has a new title to indicate that it contains much new material. The primary changes are the addition of two new chapters: one on nonparametric regression and one on response surface maximization. As before, the presentations focus on the linear model aspects of the subject. For example, in the nonparametric regression chapter there is very little about kernal regression estimation but quite a bit about series approxi mations, splines, and regression trees, all of which can be viewed as linear modeling. The new edition also includes various smaller changes. Of particular note are a subsection in Chapter 1 on modeling longitudinal (repeated measures) data and a section in Chapter 6 on covariance structures for spatial lattice data. I would like to thank Dale Zimmerman for the suggestion of incor porating material on spatial lattices. Another change is that the subject index is now entirely alphabetical |
| Beschreibung: | 1 Online-Ressource (XIV, 398 p) |
| ISBN: | 9781475738476 9781441929402 |
| ISSN: | 1431-875X |
| DOI: | 10.1007/978-1-4757-3847-6 |
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Datensatz im Suchindex
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| dewey-hundreds | 500 - Natural sciences and mathematics |
| dewey-ones | 519 - Probabilities and applied mathematics |
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| dewey-tens | 510 - Mathematics |
| discipline | Mathematik |
| doi_str_mv | 10.1007/978-1-4757-3847-6 |
| edition | Second Edition |
| format | Electronic eBook |
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| id | DE-604.BV042421536 |
| illustrated | Not Illustrated |
| indexdate | 2024-07-10T01:21:09Z |
| institution | BVB |
| isbn | 9781475738476 9781441929402 |
| issn | 1431-875X |
| language | English |
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| spelling | Christensen, Ronald Verfasser aut Advanced Linear Modeling Multivariate, Time Series, and Spatial Data; Nonparametric Regression and Response Surface Maximization by Ronald Christensen Second Edition New York, NY Springer New York 2001 1 Online-Ressource (XIV, 398 p) txt rdacontent c rdamedia cr rdacarrier Springer Texts in Statistics 1431-875X This is the second edition of Linear Models for Multivariate, Time Series and Spatial Data. It has a new title to indicate that it contains much new material. The primary changes are the addition of two new chapters: one on nonparametric regression and one on response surface maximization. As before, the presentations focus on the linear model aspects of the subject. For example, in the nonparametric regression chapter there is very little about kernal regression estimation but quite a bit about series approxi mations, splines, and regression trees, all of which can be viewed as linear modeling. The new edition also includes various smaller changes. Of particular note are a subsection in Chapter 1 on modeling longitudinal (repeated measures) data and a section in Chapter 6 on covariance structures for spatial lattice data. I would like to thank Dale Zimmerman for the suggestion of incor porating material on spatial lattices. Another change is that the subject index is now entirely alphabetical Statistics Mathematical statistics Statistical Theory and Methods Statistik Lineares Modell (DE-588)4134827-8 gnd rswk-swf Lineares Modell (DE-588)4134827-8 s 1\p DE-604 https://doi.org/10.1007/978-1-4757-3847-6 Verlag Volltext 1\p cgwrk 20201028 DE-101 https://d-nb.info/provenance/plan#cgwrk |
| spellingShingle | Christensen, Ronald Advanced Linear Modeling Multivariate, Time Series, and Spatial Data; Nonparametric Regression and Response Surface Maximization Statistics Mathematical statistics Statistical Theory and Methods Statistik Lineares Modell (DE-588)4134827-8 gnd |
| subject_GND | (DE-588)4134827-8 |
| title | Advanced Linear Modeling Multivariate, Time Series, and Spatial Data; Nonparametric Regression and Response Surface Maximization |
| title_auth | Advanced Linear Modeling Multivariate, Time Series, and Spatial Data; Nonparametric Regression and Response Surface Maximization |
| title_exact_search | Advanced Linear Modeling Multivariate, Time Series, and Spatial Data; Nonparametric Regression and Response Surface Maximization |
| title_full | Advanced Linear Modeling Multivariate, Time Series, and Spatial Data; Nonparametric Regression and Response Surface Maximization by Ronald Christensen |
| title_fullStr | Advanced Linear Modeling Multivariate, Time Series, and Spatial Data; Nonparametric Regression and Response Surface Maximization by Ronald Christensen |
| title_full_unstemmed | Advanced Linear Modeling Multivariate, Time Series, and Spatial Data; Nonparametric Regression and Response Surface Maximization by Ronald Christensen |
| title_short | Advanced Linear Modeling |
| title_sort | advanced linear modeling multivariate time series and spatial data nonparametric regression and response surface maximization |
| title_sub | Multivariate, Time Series, and Spatial Data; Nonparametric Regression and Response Surface Maximization |
| topic | Statistics Mathematical statistics Statistical Theory and Methods Statistik Lineares Modell (DE-588)4134827-8 gnd |
| topic_facet | Statistics Mathematical statistics Statistical Theory and Methods Statistik Lineares Modell |
| url | https://doi.org/10.1007/978-1-4757-3847-6 |
| work_keys_str_mv | AT christensenronald advancedlinearmodelingmultivariatetimeseriesandspatialdatanonparametricregressionandresponsesurfacemaximization |