Regression Analysis in Medical Research [E-Book] : for Starters and 2nd Levelers / by Ton J. Cleophas, Aeilko H. Zwinderman.
Regression analysis of cause effect relationships is increasingly the core of medical and health research. This work is a 2nd edition of a 2017 pretty complete textbook and tutorial for students as well as recollection / update bench and help desk for professionals. It came to the authors' atte...
Saved in:
Full text |
|
Personal Name(s): | Cleophas, Ton J., author |
Zwinderman, Aeilko H., author | |
Edition: |
2nd edition 2021. |
Imprint: |
Cham :
Springer,
2021
|
Physical Description: |
XV, 475 pages 482 illustrations, 72 illustrations in color (online resource) |
Note: |
englisch |
ISBN: |
9783030613945 |
DOI: |
10.1007/978-3-030-61394-5 |
Subject (LOC): |
- 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 Outcomes Regression Methods
- 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 Basis
- Functional Data Analysis Advanced
- Quantile Regression
- Index. .