Preface.-1 Introduction.-2 Multistage regression.-3 Multivariate analysis using path statistics.-4 Multivariate analysis of variance.-5 Categorical data.-6 Multinomial logistic regression.-7 Missing data imputation.-8 Comparing the performance of diagnostic tests.-9 Meta-regression.-10 Poisson regression.-11 Confounding.-12 Interaction, random effect analysis of variance.-13 Log rank tests.14 Segmented Cox regression.-15 Curvilinear analysis.-16 Loess and spline modelling.-17 Assessing seasonality.-18 Monte Carlo analysis.-19 Artificial intelligence.-20 Robust tests. Final remarks. Index.
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