Regression analysis in medical research : for Starters and 2nd Levelers /: for Starters and 2nd Levelers. ([2018])

• Record Type: Book
• Further Information: Note: By Ton J. Cleophas, Aeilko H. Zwinderman.
• Authors: Cleophas, Ton J; Zwinderman, Aeilko H
• Contents: 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.
• Publisher Details: Cham, Switzerland : Springer
• Publication Date: 2018
• Extent: 1 online resource (xii, 426 pages), illustrations (some color)
• Subjects: 519.5/36; Life sciences; Biometry; Regression analysis; Medicine -- Research -- Methodology; Medical statistics; Biometry; Life sciences; Medical statistics; Medicine; Regression analysis; Medical -- General; Medicine: general issues; Statistical methods; Medicine; Science -- Life Sciences -- General; Life sciences: general issues; Electronic books
• Languages: English
• ISBNs: 9783319719375; 3319719378
• Related ISBNs: 9783319719368; 331971936X
• Access Rights: Legal Deposit; Only available on premises controlled by the deposit library and to one user at any one time; The Legal Deposit Libraries (Non-Print Works) Regulations (UK).
• Access Usage: Restricted: Printing from this resource is governed by The Legal Deposit Libraries (Non-Print Works) Regulations (UK) and UK copyright law currently in force.