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05/30/2023
Point estimation through Stein's method
In Stein's method, one can characterize probability distributions with d...
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05/24/2023
A unified approach to goodness-of-fit testing for spherical and hyperspherical data
We propose a general and relatively simple method for the construction o...
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04/25/2023
Independent additive weighted bias distributions and associated goodness-of-fit tests
We use a Stein identity to define a new class of parametric distribution...
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02/03/2023
Is the Gompertz family a good fit to your data?
That data follow a Gompertz distribution is a widely used assumption in ...
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01/09/2023
A general maximal projection approach to uniformity testing on the hypersphere
We propose a novel approach to uniformity testing on the d-dimensional u...
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09/12/2022
More asymptotic theory for the test of exponentiality based on the mean residual life function
We revisit the family of goodness-of-fit tests for exponentiality based ...
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06/14/2022
Weibull or not Weibull?
We propose novel goodness-of-fit tests for the Weibull distribution with...
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09/10/2021
On the eigenvalues associated with the limit null distribution of the Epps-Pulley test of normality
The Shapiro–Wilk test (SW) and the Anderson–Darling test (AD) turned out...
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08/16/2021
Logistic or not logistic?
We propose a new class of goodness-of-fit tests for the logistic distrib...
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08/13/2021
A new omnibus test of fit based on a characterisation of the uniform distribution
In this paper, we revisit the classical goodness-of-fit problems for uni...
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06/26/2021
Bahadur efficiencies of the Epps–Pulley test for normality
The test for normality suggested by Epps and Pulley (1983) is a serious ...
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06/24/2021
Cauchy or not Cauchy? New goodness-of-fit tests for the Cauchy distribution
We introduce a new characterization of the Cauchy distribution and propo...
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05/07/2021
Stein's Method Meets Statistics: A Review of Some Recent Developments
Stein's method is a collection of tools for analysing distributional com...
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11/09/2020
Characterizations of non-normalized discrete probability distributions and their application in statistics
From the distributional characterizations that lie at the heart of Stein...
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09/29/2020
On a new test of fit to the beta distribution
We propose a new L^2-type goodness-of-fit test for the family of beta di...
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07/06/2020
Testing normality in any dimension by Fourier methods in a multivariate Stein equation
We study a novel class of affine invariant and consistent tests for mult...
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04/15/2020
Tests for multivariate normality – a critical review with emphasis on weighted L^2-statistics
This article gives a synopsis on new developments in affine invariant te...
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02/27/2020
On combining the zero bias transform and the empirical characteristic function to test normality
We propose a new powerful family of tests of univariate normality. These...
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11/25/2019
A new test of multivariate normality by a double estimation in a characterizing PDE
This paper deals with testing for nondegenerate normality of a d-variate...
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09/27/2019
Testing multivariate normality by zeros of the harmonic oscillator in characteristic function spaces
We study a novel class of affine invariant and consistent tests for norm...
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08/30/2019
Minimum L^q-distance estimators for non-normalized parametric models
We propose and investigate a new estimation method for the parameters of...
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12/20/2018
Testing multivariate uniformity based on random geometric graphs
We present new families of goodness-of-fit tests of uniformity on a full...
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10/15/2018
Characterizations of continuous univariate probability distributions with applications to goodness-of-fit testing
By extrapolating the explicit formula of the zero-bias distribution occu...
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06/15/2018
A new characterization of the Gamma distribution and associated goodness of fit tests
We propose a class of weighted L_2-type tests of fit to the Gamma distri...
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03/19/2018
Testing normality via a distributional fixed point property in the Stein characterization
We propose two families of tests for the classical goodness-of-fit probl...
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10/06/2017