Ding, Kai
Adaptive Regression for Modeling Nonlinear Relationships
1. Introduction
George J. Knafl, Kai Ding
Part I. Adaptive Regression Modeling
2. Adaptive Regression Modeling of Univariate Continuous Outcomes
George J. Knafl, Kai Ding
3. Adaptive Regression Modeling of Univariate Continuous Outcomes in SAS
George J. Knafl, Kai Ding
4. Adaptive Regression Modeling of Multivariate Continuous Outcomes
George J. Knafl, Kai Ding
5. Adaptive Regression Modeling of Multivariate Continuous Outcomes in SAS
George J. Knafl, Kai Ding
6. Adaptive Transformation of Positive Valued Continuous Outcomes
George J. Knafl, Kai Ding
7. Adaptive Transformation of Positive Valued Continuous Outcomes in SAS
George J. Knafl, Kai Ding
Part II. Adaptive Logistic Regression Modeling
8. Adaptive Logistic Regression Modeling of Univariate Dichotomous and Polytomous Outcomes
George J. Knafl, Kai Ding
9. Adaptive Logistic Regression Modeling of Univariate Dichotomous and Polytomous Outcomes in SAS
George J. Knafl, Kai Ding
10. Adaptive Logistic Regression Modeling of Multivariate Dichotomous and Polytomous Outcomes
George J. Knafl, Kai Ding
11. Adaptive Logistic Regression Modeling of Multivariate Dichotomous and Polytomous Outcomes in SAS
George J. Knafl, Kai Ding
Part III. Adaptive Poisson Regression Modeling
12. Adaptive Poisson Regression Modeling of Univariate Count Outcomes
George J. Knafl, Kai Ding
13. Adaptive Poisson Regression Modeling of Univariate Count Outcomes in SAS
George J. Knafl, Kai Ding
14. Adaptive Poisson Regression Modeling of Multivariate Count Outcomes
George J. Knafl, Kai Ding
15. Adaptive Poisson Regression Modeling of Multivariate Count Outcomes in SAS
George J. Knafl, Kai Ding
Part IV. Alternative Nonparametric Regression Modeling
16. Generalized Additive Modeling
George J. Knafl, Kai Ding
17. Generalized Additive Modeling in SAS
George J. Knafl, Kai Ding
18. Multivariate Adaptive Regression Spline Modeling
George J. Knafl, Kai Ding
19. Multivariate Adaptive Regression Spline Modeling in SAS
George J. Knafl, Kai Ding
Part V. The Adaptive Regression Modeling Process
20. Adaptive Regression Modeling Formulation
George J. Knafl, Kai Ding
Avainsanat: Statistics, Statistics for Life Sciences, Medicine, Health Sciences, Statistical Theory and Methods, Biostatistics
- Tekijä(t)
- Ding, Kai
- Knafl, George J.
- Julkaisija
- Springer
- Julkaisuvuosi
- 2016
- Kieli
- en
- Painos
- 1
- Sarja
- Statistics for Biology and Health
- Sivumäärä
- 25 sivua
- Kategoria
- Eksaktit luonnontieteet
- Tiedostomuoto
- E-kirja
- eISBN (PDF)
- 9783319339467
- Painetun ISBN
- 978-3-319-33944-3