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Advanced Search Results For "ASYMPTOTIC distribution"

1 - 10 of 14,627 results for
 "ASYMPTOTIC distribution"
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Estimation of the parameters of the gamma geometric process.

Publication Type:Academic Journal

Source(s):Journal of Statistical Computation & Simulation. Aug2022, Vol. 92 Issue 12, p2525-2535. 11p.

Abstract:There is no doubt that finding the estimators of model parameters accurately and efficiently is very important in many fields. In this study, we obtain the explicit estimators of the unknown model parameters in the gamma geometric process (GP) via the ...

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On the asymptotic distribution of Matusita's overlapping measure.

Publication Type:Academic Journal

Source(s):Communications in Statistics: Theory & Methods. 2022, Vol. 51 Issue 20, p6963-6977. 15p.

Abstract:In this paper, we study the asymptotic distribution of the plug-in kernel density estimator of the Matusita's overlapping measure. By utilizing the convergence of functional of stochastic processes, we show, under certain conditions, that the asymptoti...

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Kernel based method for the k-sample problem with functional data.

Publication Type:Academic Journal

Source(s):Communications in Statistics: Theory & Methods. 2022, Vol. 51 Issue 17, p5826-5849. 24p.

Abstract:In this paper, we deal with the problem of testing for the equality of k probability distributions defined on (X , B) , where X is a metric space and B is the corresponding Borel σ-field. We introduce a test statistic based on reproducing kernel Hilber...

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HOMOGENIZATION OF A NON–PERIODIC OSCILLATING BOUNDARY VIA PERIODIC UNFOLDING.

Publication Type:Academic Journal

Source(s):Differential Equations & Applications. 2022, Vol. 14 Issue 1, p31-47. 17p.

Abstract:This paper deals with the homogenization of an elliptic model problem in a two-dimensional domain with non-periodic oscillating boundary by the method of periodic unfolding. For the non-periodic oscillations, a modulated unfolding is used. The L² conve...

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Estimation and testing of a higher-order partially linear spatial autoregressive model.

Publication Type:Academic Journal

Source(s):Journal of Statistical Computation & Simulation. Oct2022, Vol. 92 Issue 15, p3167-3201. 35p.

Abstract:Conventional higher-order spatial autoregressive models usually assume that the relationship between the response variable and its associated explanatory variables is linear, which is rather restrictive and unrealistic in some empirical applications. I...

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Reliability Estimation for the Remained Stress-Strength Model under the Generalized Exponential Lifetime Distribution.

Publication Type:Academic Journal

Source(s):Journal of Probability & Statistics. 12/21/2021, Vol. 2021, p1-10. 10p.

Abstract:A stress-strength reliability model compares the strength and stresses on a certain system; it is used not only primarily in reliability engineering and quality control but also in economics, psychology, and medicine. In this paper, a novel extension o...

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Characterizing Sampling Variability for Item Response Theory Scale Scores in a Fixed-Parameter Calibrated Projection Design.

Publication Type:Academic Journal

Source(s):Applied Psychological Measurement. Sep2022, Vol. 46 Issue 6, p509-528. 20p.

Abstract:A common practice of linking uses estimated item parameters to calculate projected scores. This procedure fails to account for the carry-over sampling variability. Neglecting sampling variability could consequently lead to understated uncertainty for I...

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Asymmetric influence measure for high dimensional regression.

Publication Type:Academic Journal

Source(s):Communications in Statistics: Theory & Methods. 2022, Vol. 51 Issue 16, p5461-5487. 27p.

Abstract:Identification of influential observations is crucial in data analysis, particularly with high dimensional datasets, where the number of predictors is higher than the sample size. These rich datasets with extensive detail are increasingly exploited and...

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Real-time detection of a change-point in a linear expectile model.

Publication Type:Academic Journal

Source(s):Statistical Papers. Aug2022, Vol. 63 Issue 4, p1323-1367. 45p.

Abstract:In the present paper we address the real-time detection problem of a change-point in the coefficients of a linear model with the possibility that the model errors are asymmetrical and that the explanatory variables number is large. We build test statis...

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Testing high-dimensional mean vector with applications: A normal reference approach.

Publication Type:Academic Journal

Source(s):Statistical Papers. Aug2022, Vol. 63 Issue 4, p1105-1137. 33p.

Abstract:A centered L 2 -norm based test statistic is used for testing if a high-dimensional mean vector equals zero where the data dimension may be much larger than the sample size. Inspired by the fact that under some regularity conditions the asymptotic null...

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