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Knafl, George J.

Adaptive Regression for Modeling Nonlinear Relationships - Switzerland Springer International Publishing 2016 - 372p - Statistics for Biology and Health .

Introduction --
Adaptive Regression Modeling of Univariate Continuous Outcomes --
Adaptive Regression Modeling of Univariate Continuous Outcomes in SAS --
Adaptive Regression Modeling of Multivariate Continuous Outcomes --
Adaptive Regression Modeling of Multivariate Continuous Outcomes in SAS --
Adaptive Transformation of Positive Valued Continuous Outcomes --
Adaptive Logistic Regression Modeling of Univariate Dichotomous and Polytomous Outcomes --
Adaptive Logistic Regression Modeling of Univariate Dichotomous and Polytomous Outcomes in SAS --
Adaptive Logistic Regression Modeling of Multivariate Dichotomous and Polytomous Outcomes --
Adaptive Logistic Regression Modeling of Multivariate Dichotomous and Polytomous Outcomes in SAS --
Adaptive Poisson Regression Modeling of Univariate Count Outcomes --
Adaptive Poisson Regression Modeling of Univariate Count Outcomes in SAS --
Adaptive Poisson Regression Modeling of Multivariate Count Outcomes --
Adaptive Poisson Regression Modeling of Multivariate Count Outcomes in SAS --
Generalized Additive Modeling --
Generalized Additive Modeling in SAS --
Multivariate Adaptive Regression Spline Modeling --
Multivariate Adaptive Regression Spline Modeling in SAS --
Adaptive Regression Modeling Formulation

ISBN: 9783319339443

Subjects--Personal Names:
Regression Analysis
Nonlinear Theories

Dewey Class. No.: 519.536 / KNA