Goodness of fit tests in terms of local levels with special emphasis on higher criticism tests
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Publication:282530
DOI10.3150/14-BEJ694zbMath1388.62129arXiv1603.05461MaRDI QIDQ282530
Veronika Gontscharuk, Sandra Landwehr, Helmut Finner
Publication date: 12 May 2016
Published in: Bernoulli (Search for Journal in Brave)
Full work available at URL: https://arxiv.org/abs/1603.05461
order statisticshigher criticism statisticKolmogorov-Smirnov testlocal levelsminimum \(p\)-value testnormal and Poisson approximation
Nonparametric hypothesis testing (62G10) Asymptotic properties of nonparametric inference (62G20) Order statistics; empirical distribution functions (62G30)
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Cites Work
- Unnamed Item
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- Innovated higher criticism for detecting sparse signals in correlated noise
- A modified Kolmogorov-Smirnov test sensitive to tail alternatives
- On the false discovery rate and an asymptotically optimal rejection curve
- Extremes and related properties of random sequences and processes
- Overweight tails are inefficient
- The asymptotic distribution of the supremum of the standardized empirical distribution function on subintervals
- The asymptotic distribution of the suprema of the standardized empirical processes
- Higher criticism for detecting sparse heterogeneous mixtures.
- Improved quantile inference via fixed-smoothing asymptotics and Edgeworth expansion
- Goodness-of-fit tests via phi-divergences
- Estimation and confidence sets for sparse normal mixtures
- Properties of higher criticism under strong dependence
- Incomplete gamma functions for large values of their variables
- Calculation of noncrossing probabilities for Poisson processes and its corollaries
- The intermediates take it all: Asymptotics of higher criticism statistics and a powerful alternative based on equal local levels
- Higher criticism thresholding: Optimal feature selection when useful features are rare and weak
- Empirical Processes with Applications to Statistics
- Feature selection by higher criticism thresholding achieves the optimal phase diagram
- On Comparison of Binomial and Poisson Distributions
- Goodness-of-fit test statistics that dominate the Kolmogorov statistics
- Asymptotic Efficiency of Nonparametric Tests
- Order Statistics