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- [PDF] Two|sample testing of high|dimensional linear regression ...🔍
- A new test for part of high dimensional regression coefficients🔍
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Two|sample testing of high|dimensional linear regression ...
Two-sample testing of high-dimensional linear regression ... - arXiv
Title:Two-sample testing of high-dimensional linear regression coefficients via complementary sketching ... Abstract:We introduce a new method for ...
Two-sample testing of high-dimensional linear regression ...
Abstract. We introduce a new method for two-sample testing of high-dimensional linear regression coefficients without assuming that those ...
Two-sample testing of high-dimensional linear regression ... - arXiv
We introduce a new method for two-sample testing of high-dimensional linear regression coefficients without assuming that those coefficients are individually es ...
TWO-SAMPLE TESTS FOR HIGH-DIMENSIONAL LINEAR ...
Key words and phrases: False discovery proportion, false discovery rate, high- dimensional linear regression, hypothesis testing, multiple comparisons, sparsity ...
Two-Sample Tests for High-Dimensional Linear Regression with an ...
A procedure for testing the equality of the two regression vectors globally is proposed and shown to be particularly powerful against sparse alternatives. We ...
(PDF) Two-sample testing of high-dimensional linear regression ...
PDF | We introduce a new method for two-sample testing of high-dimensional linear regression coefficients without assuming that those ...
TWO-SAMPLE TESTS FOR HIGH-DIMENSIONAL LINEAR ... - jstor
The test statistics are constructed using the cova ances between the residuals of the fitted regression models and the inverse gression models. Although the ...
Two-Sample Tests for High-Dimensional Linear Regression with an ...
Motivated by applications in genomics, we consider in this paper global and multiple testing for the comparisons of two high-dimensional linear regression ...
[PDF] Two-Sample Tests for High-Dimensional Linear Regression ...
Two-Sample Tests for High-Dimensional Linear Regression with an Application to Detecting Interactions. ... A procedure for testing the equality of the two ...
Two-sample testing of high-dimensional linear regression ...
Downloadable! We introduce a new method for two-sample testing of high-dimensional linear regression coefficients without assuming that those coefficients ...
[PDF] Two-sample testing of high-dimensional linear regression ...
We introduce a new method for two-sample testing of high-dimensional linear regression coefficients without assuming that those coefficients are ...
TWO-SAMPLE TESTS FOR HIGH-DIMENSIONAL LINEAR ...
Motivated by applications in genomics, we consider in this paper global and multiple testing for the comparisons of two high-dimensional linear regression ...
Two-sample testing of high-dimensional linear regression ...
Download Citation | Two-sample testing of high-dimensional linear regression coefficients via complementary sketching | We introduce a new method for ...
A new test for part of high dimensional regression coefficients
Chen and Qin [4] pointed a two-sample test for the means of high-dimensional data. Zhong and Chen [21] proposed tests for all high dimensional regression ...
a two-sample test for high-dimensional data with applications to ...
tests under sparsity. 5.1. Moving average model. The first simulation model has the following moving average structure:.
Distribution/correlation-free test for two-sample means in high ...
Partially functional linear regression in high dimensions. ... Hypothesis testing in large-scale functional linear regression. Statistica ...
adaptive two-sample test for high-dimensional means | Biometrika
To perform the proposed test, we establish the asymptotic null distribution of the adaptive test statistic. In particular, we derive the joint asymptotic ...
Testing and signal identification for two-sample high-dimensional ...
The inverse covariance matrix is used in the Gaussian graphical model (Liu, 2013, Ren et al., 2015), and is utilized to enhance the signal strength in the ...
This means that the test statistic is dominated by the first two terms corresponding Mn1 and Mn2. ... (2010), “A Two Sample Test for High Dimensional. Data With ...
Two-sample Testing in High Dimensions - OUCI
We illustrate the general approach in two-sample comparisons of high dimensional regression models ('differential regression') and graphical models (' ...