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Mathematics

D-Index
58
Citations
11416
World Ranking
648
National Ranking
32

Research.com Recognitions

  • 2014 - Fellow of the American Statistical Association (ASA)

Overview

Holger Dette is affiliated with Ruhr University Bochum in Germany and specializes in Mathematics with a significant focus on Statistics and Probability.

Their research spans multiple subfields including:

  • Statistics and Probability
  • Artificial Intelligence
  • Economics and Econometrics
  • Statistics, Probability and Uncertainty
  • Finance

Their work addresses several main topics such as:

  • Statistical Methods and Inference
  • Advanced Statistical Methods and Models
  • Financial Risk and Volatility Modeling
  • Statistical Methods in Clinical Trials
  • Advanced Statistical Process Monitoring
  • Optimal Experimental Design Methods
  • Statistical Methods and Bayesian Inference

Holger Dette has contributed numerous research papers, including recent publications like:

  • "Estimating a Change Point in a Sequence of Very High-Dimensional Covariance Matrices," 2020, Journal of the American Statistical Association
  • "Sequential change point detection in high dimensional time series," 2022, Electronic Journal of Statistics
  • "Sampling distributions of optimal portfolio weights and characteristics in small and large dimensions," 2021, Random Matrices Theory and Application
  • "Estimating a Change Point in a Sequence of Very High-Dimensional Covariance Matrices," 2020, arXiv (Cornell University)
  • "Testing for Equivalence of Pre-Trends in Difference-in-Differences Estimation," 2024, Journal of Business and Economic Statistics

Their frequent co-authors include:

  • Patrick J. Bastian
  • Tim Kutta
  • Kathrin Möllenhoff
  • Lukas Koletzko
  • Nina Dörnemann

Holger Dette regularly publishes in venues such as:

  • arXiv (Cornell University)
  • The Annals of Statistics
  • Bernoulli
  • Electronic Journal of Statistics
  • Journal of Time Series Analysis

Among recognitions, Holger Dette was named a Fellow of the American Statistical Association (ASA) in 2014.

Best Publications

  • The Theory of Canonical Moments with Applications in Statistics, Probability, and Analysis

    Holger Dette;William J. Studden

  • Box-Type Approximations in Nonparametric Factorial Designs

    Edgar Brunner;Holger Dette;Axel Munk

  • Designing Experiments with Respect to ‘Standardized’ Optimality Criteria

    Holger Dette

  • A simple nonparametric estimator of a strictly monotone regression function

    Holger Dette;Natalie Neumeyer;Kay F. Pilz

  • Estimating the variance in nonparametric regression—what is a reasonable choice?

    H. Dette;A. Munk;T. Wagner

  • Non-crossing non-parametric estimates of quantile curves

    Holger Dette;Stanislav Volgushev

  • Optimal Designs for Dose-Finding Studies

    Holger Dette;Frank Bretz;Andrey Pepelyshev;José Pinheiro

  • A consistent test for the functional form of a regression based on a difference of variance estimators

    Holger Dette

  • Nonparametric comparison of regression curves: An empirical process approach

    Natalie Neumeyer;Holger Dette

  • Testing heteroscedasticity in nonparametric regression

    H. Dette;A. Munk

  • Nonparametric analysis of covariance

    Holger Dette;Natalie Neumeyer

  • Generalized Latin hypercube design for computer experiments

    Holger Dette;Andrey Pepelyshev

  • Detection of Multiple Structural Breaks in Multivariate Time Series

    Philip Preuss;Ruprecht Puchstein;Holger Dette

  • Validation of linear regression models

    Holger Dette;Axel Munk

  • Robust and Efficient Designs for the Michaelis–Menten Model

    Holger Dette;Stefanie Biedermann

  • Nonparametric comparison of several regression functions: exact and asymptotic theory

    Axel Munk;Holger Dette

  • A note on testing the covariance matrix for large dimension

    Melanie Birke;Holger Dette

  • Optimal discrimination designs

    Holger Dette;Stefanie Titoff

  • Practical considerations for optimal designs in clinical dose finding studies

    Frank Bretz;Holger Dette;Jose C. Pinheiro

  • Of Copulas, Quantiles, Ranks and Spectra - An L1-Approach to Spectral Analysis

    Holger Dette;Marc Hallin;Marc Hallin;Tobias Kley;Stanislav Volgushev

  • Optimal designs for dose finding studies with an active control

    Holger Dette;Christine Kiss;Norbert Benda;Frank Bretz

  • Detection of multiple structural breaks in multivariate time series

    Philip Preuß;Ruprecht Puchstein;Holger Dette

Frequent Co-Authors

Frank Bretz
Frank Bretz Novartis (Switzerland)
Axel Munk
Axel Munk University of Göttingen
Marc Hallin
Marc Hallin Université Libre de Bruxelles
Dietrich Braess
Dietrich Braess Ruhr University Bochum
Michael R. Hoffmann
Michael R. Hoffmann California Institute of Technology
Mark Podolskij
Mark Podolskij University of Luxembourg
Wolfgang Karl Härdle
Wolfgang Karl Härdle Humboldt-Universität zu Berlin
Bo Sundman
Bo Sundman Royal Institute of Technology

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