9 citations · 11 across the 4 of their papers we have counts for
4 papers
Omnibus goodness-of-fit tests for univariate continuous distributions based on trigonometric moments
Alain Desgagné, Frédéric Ouimet
We propose a new omnibus goodness-of-fit test based on trigonometric moments of probability-integral-transformed data. The test builds on the framework of the LK test introduced by…
Reconciling Bayesian and frequentist approaches to robustness against outliers
Philippe Gagnon, Alain Desgagné
Heavy-tailed models are used as a way to gain robustness against outliers in Bayesian analyses. In frequentist analyses, M-estimators are often employed. In this paper, the two app…
Asymptotics for non-degenerate multivariate -statistics with estimated nuisance parameters under the null and local alternative hypotheses
Alain Desgagné, Christian Genest, Frédéric Ouimet
The large-sample behavior of non-degenerate multivariate -statistics of arbitrary degree is investigated under the assumption that their kernel depends on parameters that can be…
Goodness-of-fit tests for Laplace, Gaussian and exponential power distributions based on -th power skewness and kurtosis
Alain Desgagné, Pierre Lafaye de Micheaux, Frédéric Ouimet
Temperature data, like many other measurements in quantitative fields, are usually modeled using a normal distribution. However, some distributions can offer a better fit while avo…