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Theory of Nonparametric Tests


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Table of Contents

Introduction and Examples.- Empirical Measure, Empirical Processes.- Goodness-of-fit Tests.- Rank Tests.- Asymptotics of Linear Resampling Statistics.- Bootstrap Methods for Linear Models.- Projection Tests.- Some Extensions.

About the Author

Thorsten Dickhaus obtained his Ph.D. in mathematics from the Heinrich Heine University, Dusseldorf, Germany in 2008. He held postdoc positions at the German Diabetes Center Dusseldorf and Berlin Institute of Technology. In 2010 he became a Junior Professor of Mathematical Statistics at the Humboldt University of Berlin, Germany. Since 2015 he has been a Full Professor of Mathematical Statistics at the University of Bremen, Germany.

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