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Two-sample Bayesian Nonparametric Hypothesis Testing
Bayesian Analysis, 2015 In this article we describe Bayesian nonparametric procedures for two-sample hypothesis testing. Namely, given two sets of samples $\mathbf{y}^{\scriptscriptstyle(1)}\;$\stackrel{\scriptscriptstyle{iid}}{\s im}$\;F^{\scriptscriptstyle(1)}$ and $\mathbf{y}
Chris Holmes +2 more
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Differentially Private Nonparametric Hypothesis Testing [PDF]
Proceedings of the 2019 ACM SIGSAC Conference on Computer and Communications Security, 2019 Hypothesis tests are a crucial statistical tool for data mining and are the workhorse of scientific research in many fields. Here we study differentially private tests of independence between a categorical and a continuous variable.
Bray, Andrew +4 more
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Statistical inferences and applications of nonparametric regression models based on fourier series [PDF]
MethodsXThis study develops statistical inference methods, including estimation and hypothesis testing procedures, which consist of partial and simultaneous tests for nonparametric regression models based on Fourier series approximations.
Suliyanto +3 more
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A statistical inference framework for FSNBLR: Modeling underdeveloped regional status in Eastern Indonesia [PDF]
MethodsXPersistent regional disparities in Indonesia, particularly in Eastern provinces, necessitate advanced modeling to understand underdevelopment determinants.
Muhammad Zulfadhli +4 more
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Nonparametric Composite Hypothesis Testing in an Asymptotic Regime
IEEE Journal on Selected Topics in Signal Processing, 2018 submitted to Journal of Selected Topics in Signal ...
Qunwei Li +2 more
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Nonparametric Test of the Expected Utility Hypothesis [PDF]
American Journal of Agricultural Economics, 1992 AbstractA nonparametric test of the expected utility hypothesis is developed in this paper. The expected utility hypothesis is shown to hold if there exists a feasible solution to a particular system of linear inequalities. Furthermore, when a feasible solution exists, boundaries on the coefficient of absolute risk aversion can be calculated explicitly.
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A method for parameter hypothesis testing in nonparametric regression with Fourier series approach
MethodsX, 2023 Nonparametric regression model with the Fourier series approach was first introduced by Bilodeau in 1994. In the later years, several researchers developed a nonparametric regression model with the Fourier series approach.
Mustain Ramli +2 more
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Nonparametric performance hypothesis testing with the information ratio
Cogent Economics & Finance, 2021 This study proposes a nonparametric bootstrap-based test to compare performances between two portfolios in terms of their information ratio. This serves as an extension to the literature that tests performance between two portfolio investment strategies ...
Jacque Bon-Isaac Aboy, Joselito Magadia
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Methods for nonparametric statistics in scientific research. Overview. Part 1.
Теория и практика переработки мяса, 2021 Daily, researcher faces the need to compare two or more observation groups obtained under different conditions in order to confirm or argue against a scientific hypothesis.
M. A. Nikitina, I. M. Chernukna
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Компьютерная оптика, 2021 A new method for testing a hypothesis of the independence of multidimensional random variables is proposed. The technique under consideration is based on the use of a nonparametric pattern recognition algorithm that meets a maximum likelihood criterion ...
I.V. Zenkov +4 more
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