
Inferring median survival differences in general factorial designs via permutation tests
Factorial survival designs with rightcensored observations are commonly...
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Travel Time Prediction using TreeBased Ensembles
In this paper, we consider the task of predicting travel times between t...
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Permutation inference in factorial survival designs with the CASANOVA
We propose inference procedures for general nonparametric factorial surv...
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QANOVA: Quantilebased Permutation Methods For General Factorial Designs
Population means and standard deviations are the most common estimands t...
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Asymptotic based bootstrap approach for matched pairs with missingness in a singlearm
The issue of missing values is an arising difficulty when dealing with p...
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Asymptotic Unbiasedness of the Permutation Importance Measure in Random Forest Models
Variable selection in sparse regression models is an important task as a...
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Testing Hypotheses about Covariance Matrices in General MANOVA Designs
We introduce a unified approach to testing a variety of rather general n...
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Multivariate analysis of covariance when standard assumptions are violated
In applied research, it is often sensible to account for one or several ...
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Consistent Estimation of Residual Variance with Random Forest OutOfBag Errors
The issue of estimating residual variance in regression models has exper...
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The BehrensFisher Problem with Covariates and Baseline Adjustments
The WelchSatterthwaite ttest is one of the most prominent and often us...
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Wild bootstrap logrank tests with broader power functions for testing superiority
We introduce novel wild bootstrap procedures for testing superiority in ...
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Wild Bootstrap based Confidence Bands for Multiplicative Hazards Models
We propose new resamplingbased approaches to construct asymptotically v...
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Survival of the Fittest Group: Factorial Analyses of Treatment Effects under Independent RightCensoring
This paper introduces new effect parameters for factorial survival desig...
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A cautionary tale on using imputation methods for inference in matched pairs design
Imputation procedures in biomedical fields have turned into statistical ...
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Ranks and PseudoRanks  Paradoxical Results of Rank Tests 
Rankbased inference methods are applied in various disciplines, typical...
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MultiplicationCombination Tests for Incomplete Paired Data
We consider statistical procedures for hypothesis testing of real valued...
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Analysis of Multivariate Data and Repeated Measures Designs with the R Package MANOVA.RM
The numerical availability of statistical inference methods for a modern...
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Nonparametric MANOVA in MannWhitney effects
Multivariate analysis of variance (MANOVA) is a powerful and versatile m...
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Who wins the Miss Contest for Imputation Methods? Our Vote for Miss BooPF
Missing data is an expected issue when large amounts of data is collecte...
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Wild Bootstrapping RankBased Procedures: Multiple Testing in Nonparametric SplitPlot Designs
Splitplot or repeated measures designs are frequently used for planning...
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Markus Pauly
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