Regression Analysis in Medical Research for Starters and 2nd Levelers /

• Κύριοι συγγραφείς: Cleophas, Ton J. (Συγγραφέας, http://id.loc.gov/vocabulary/relators/aut), Zwinderman, Aeilko H. (http://id.loc.gov/vocabulary/relators/aut)
• Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
• Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: Cham : Springer International Publishing : Imprint: Springer, 2018.
• Έκδοση: 1st ed. 2018.
• Θέματα: Biostatistics.; Medicine.; Medicine/Public Health, general.

This edition is a pretty complete textbook and tutorial for medical and health care students, as well as a recollection/update bench, and help desk for professionals. Novel approaches already applied in published clinical research will be addressed: matrix analyses, alpha spending, gate keeping, kri...

Πίνακας περιεχομένων:

• Preface
• Continuous Outcome Regressions
• Dichotomous Outcome Regressions
• Confirmative Regressions
• Dichotomous Regressions Other than Logistic and Cox
• Polytomous Outcome Regressions
• Time to Event Regressions other than Traditional Cox
• Analysis of Variance (ANOVA)
• Repeated Outcome Regressions
• Methodologies for Better Fit of Categorical Predictors
• Laplace Regressions, Multi- instead of Mono-Exponential Models
• Regressions For Making Extrapolations
• Standardized Regression Coefficients
• Multivariate Analysis of Variance and Canonical Regression
• More on Poisson Regressions
• Regression Trend Testing
• Optimal Scaling and Automatic Linear Regression
• Spline Regressions
• More on Nonlinear Regressions
• Special Forms of Continuous Outcome Regressions
• Regressions for Quantitative Diagnostic Testing
• Regressions, a Panacee or at Least a Widespread Help for Data Analyses
• Regression Trees
• Regressions with Latent Variables
• Partial Correlations
• Functional Data Analysis I
• Functional Data Analysis II
• Index.