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Titlebook: Regression Analysis in Medical Research; for Starters and 2nd Ton J. Cleophas,Aeilko H. Zwinderman Textbook 2021Latest edition The Editor(s

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Polytomous Outcome Regressions,ad of continuously measured outcomes. Polytomous outcome regressions are regressions with categorical rather than continuous outcomes. Five methods of analysis are reviewed in this chapter. With multinomial regression the outcome categories are equally present in the data. With ordinal regression on
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Laplace Regressions, Multi- Instead of Mono-Exponential Regressions,ans. The term mixed effect models refers to the random effect statistical regression models applied. More information of mixed effects linear models is given in the Chap. .. The current chapter addresses mixed effect . models, particularly mixed effects multi-exponential models. Especially, concentr
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Regressions for Making Extrapolations,main, e.g., time or space. It uses matrix algebra to fit correlations between known and unknown places in time or space. A second methodology for making predictions about unmeasured places from measured ones is Markov regressions, which is, just like kriging, an exponential methodology, where, also
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Standardized Regression Coefficients (SEMs),e factors. Path analysis, structural equation modeling (SEM), and Bayesian networks are able to account not only direct but also indirect relationships across a network of variables. Unfortunately, p-values are not provided, but Akaike information indexes can be used to assess and compare better and
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