Search Results - "Tenreiro, Carlos"

On the choice of the smoothing parameter for the BHEP goodness-of-fit test by Tenreiro, Carlos

“…The BHEP (Baringhaus–Henze–Epps–Pulley) test for assessing univariate and multivariate normality has shown itself to be a relevant test procedure, recommended…”
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Boundary kernels for distribution function estimation by Tenreiro, Carlos

“…* Boundary effects for kernel estimators of curves with compact supports are well known in regression and density estimation frameworks. In this paper we…”
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Role of glucose as a modulator of anabolic and catabolic gene expression in normal and osteoarthritic human chondrocytes by Rosa, Susana C., Rufino, Ana T., Judas, Fernando M., Tenreiro, Carlos M., Lopes, Maria C., Mendes, Alexandrina F.

“…Cartilage matrix homeostasis involves a dynamic balance between numerous signals that modulate chondrocyte functions. This study aimed at elucidating the role…”
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On the automatic selection of the tuning parameter appearing in certain families of goodness-of-fit tests by Tenreiro, Carlos

“…The situation, common in the current literature, is that of a whole family of location-scale/scale invariant test statistics, indexed by a parameter , is…”
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A Parzen-Rosenblatt type density estimator for circular data: exact and asymptotic optimal bandwidths by Tenreiro, Carlos

“…For the Parzen-Rosenblatt type density estimator for circular data, we prove the existence of a minimizer, h MISE ( f ; K , n ) , of its exact mean integrated…”
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Kernel density estimation for circular data: a Fourier series-based plug-in approach for bandwidth selection by Tenreiro, Carlos

“…In this paper, we derive asymptotic expressions for the mean integrated squared error of a class of delta sequence density estimators for circular data. This…”
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Bandwidth selection for kernel density estimation: a Hermite series-based direct plug-in approach by Tenreiro, Carlos

“…In this paper we propose a new class of Hermite series-based direct plug-in bandwidth selectors for kernel density estimation and we describe their asymptotic…”
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On automatic kernel density estimate-based tests for goodness-of-fit by Tenreiro, Carlos

“…Although estimation and testing are different statistical problems, if we want to use a test statistic based on the Parzen–Rosenblatt estimator to test the…”
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A new class of boundary kernels for distribution function estimation by Tenreiro, Carlos

“…In this note we introduce a new class of boundary kernels for distribution function estimation which shows itself to be especially performing when the…”
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An affine invariant multiple test procedure for assessing multivariate normality by Tenreiro, Carlos

“…A multiple test procedure for assessing multivariate normality (MVN) is proposed. The new test combines a finite set of affine invariant test statistics for…”
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Estimation of density functionals via cross‐validation by Chacón, José E., Tenreiro, Carlos

“…Abstract In density estimation, the mean integrated squared error (MISE) is commonly used as a measure of performance. In that setting, the cross‐validation…”
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Fourier series-based direct plug-in bandwidth selectors for kernel density estimation by Tenreiro, Carlos

“…A class of Fourier series-based direct plug-in bandwidth selectors for kernel density estimation is considered in this paper. The proposed bandwidth estimators…”
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Erratum to “On the asymptotic behaviour of location-scale invariant Bickel-Rosenblatt tests” [J. Statist. Plann. Inference 137, 103–116, 2007] by Tenreiro, Carlos

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On the asymptotic behaviour of location-scale invariant Bickel–Rosenblatt tests by Tenreiro, Carlos

“…Location-scale invariant Bickel–Rosenblatt goodness-of-fit tests (IBR tests) are considered in this paper to test the hypothesis that f, the common density…”
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On the Finite Sample Behavior of Fixed Bandwidth Bickel-Rosenblatt Test for Univariate and Multivariate Uniformity by Tenreiro, Carlos

“…The Bickel-Rosenblatt (BR) goodness-of-fit test with fixed bandwidth was introduced by Fan in 1998. Although its asymptotic properties have been studied by…”
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Fourier methods for smooth distribution function estimation by Chacón, José E., Monfort, Pablo, Tenreiro, Carlos

“…The limit behavior of the optimal bandwidth sequence for the kernel distribution function estimator is analyzed, in its greatest generality, by using Fourier…”
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Estimation of density functionals via cross-validation by Chacón, José E, Tenreiro, Carlos

“…In density estimation, the mean integrated squared error (MISE) is commonly used as a measure of performance. In that setting, the cross-validation criterion…”
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Asymptotic behaviour of multistage plug-in bandwidth selections for kernel distribution function estimators by Tenreiro, Carlos

“…Given X 1 , ..., X n independent real random variables with common but unknown absolutely continuous distribution function F, we study the asymptotic behaviour…”
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Exact and Asymptotically Optimal Bandwidths for Kernel Estimation of Density Functionals by Chacón, José E., Tenreiro, Carlos

“…Given a density f we pose the problem of estimating the density functional for a non-negative even r making use of kernel methods. This is a well-known problem…”
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On the asymptotic normality of multistage integrated density derivatives kernel estimators by Tenreiro, Carlos

“…The estimation of integrated density derivatives is a crucial problem which arises in data-based methods for choosing the bandwidth of kernel and histogram…”
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