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Advanced Search Results For "GOODNESS-of-fit tests"

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 "GOODNESS-of-fit tests"
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Sparse Functional Boxplots for Multivariate Curves.

Publication Type: Academic Journal

Source(s): Journal of Computational & Graphical Statistics. Oct-Dec2022, Vol. 31 Issue 4, p976-989. 14p.

Abstract: This article introduces the sparse functional boxplot and the intensity sparse functional boxplot as practical exploratory tools. Besides being available for complete functional data, they can be used in sparse univariate and multivariate functional da...

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Recognizing distributions rather than goodness-of-fit testing.

Publication Type: Academic Journal

Source(s): Communications in Statistics: Simulation & Computation. 2022, Vol. 51 Issue 11, p6701-6714. 14p.

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Abstract: This article puts forward an idea of recognizing distributions rather than carrying-out classic goodness-of-fit tests (GoFTs). For the purpose of recognizing the k-nearest neighbors (kNN) rule is applied. We focus the reader's attention on recognizing ...

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A new class of multivariate goodness of fit tests for multivariate normal mixtures.

Publication Type: Academic Journal

Source(s): Communications in Statistics: Simulation & Computation. 2022, Vol. 51 Issue 11, p6635-6648. 14p.

Abstract: The goodness of fit (GOF) test plays an important role to determine whether a data set comes from an assumed distribution (with possibly unknown parameters). Many approaches have been proposed to perform the goodness of fit test, such as Chi-square, Ko...

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New insights on goodness-of-fit tests for ranked set samples.

Publication Type: Academic Journal

Source(s): Statistical Papers. Dec2022, Vol. 63 Issue 6, p1777-1799. 23p.

Abstract: Ranked set sampling (RSS) utilizes auxiliary information on the variable of interest so as to assist the experimenter in acquiring an informative sample from the population. The resulting sample has a stratified structure, and often improves statistica...

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Statistical inference based on weighted divergence measures with simulations and applications.

Publication Type: Academic Journal

Source(s): Statistical Papers. Oct2022, Vol. 63 Issue 5, p1511-1536. 26p.

Abstract: In this paper we propose the Directed Goodness of Fit (DGoF) test and the Directed test of Homogeneity (DHom). These types of tests are constructed based on a particular type of discrepancy measures called weighted (or directed) divergences. These meas...

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A goodness-of-fit test for copulas based on the collision test.

Publication Type: Academic Journal

Source(s): Statistical Papers. Oct2022, Vol. 63 Issue 5, p1369-1385. 17p.

Abstract: We propose a new goodness-of-fit test for copulas using the collision test for pseudorandom number generators and Voronoi diagrams generated by low-discrepancy sequences. We provide an error bound for numerical integration that involves number of colli...

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Publication Type: Academic Journal

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Empirical Expression for Failure Strain in EBROG-Bonded FRP–Concrete Joints.

Publication Type: Academic Journal

Source(s): Journal of Composites for Construction. Aug2022, Vol. 26 Issue 4, p1-21. 21p.

Abstract: This study proposes a relation for the failure strain of externally bonded reinforcement on groove (EBROG) joints derived through multivariate regression analysis on the experimental results. In addition to the conventional parameters of concrete compr...

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