Multivariate linear regression analysis on online image study for IoT
Sign Up to like & getrecommendations! Published in 2018 at "Cognitive Systems Research"
DOI: 10.1016/j.cogsys.2018.07.014
Abstract: Abstract To improve the effectiveness of national image study on the “Belt and Road” countries in Central Asia, a national image study method based on the multivariate linear is proposed in this paper. First, the… read more here.
Keywords: multivariate linear; image study; linear regression;
Predictive Multivariate Linear Regression Analysis Guides Successful Catalytic Enantioselective Minisci Reactions of Diazines
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DOI: 10.1021/jacs.9b11658
Abstract: The Minisci reaction is one of the most direct and versatile methods for forging new carbon–carbon bonds onto basic heteroarenes: a broad subset of compounds ubiquitous in medicinal chemistry. While many Minisci-type reactions result in… read more here.
Keywords: linear regression; multivariate linear; analysis; minisci ... See more keywords
Estimation equations for multivariate linear models with Kronecker structured covariance matrices
Sign Up to like & getrecommendations! Published in 2017 at "Communications in Statistics - Theory and Methods"
DOI: 10.1080/03610926.2016.1165852
Abstract: ABSTRACT The aim of the paper is to determine maximum-likelihood estimation equations. Observations follow a multivariate normal distribution, , where , and describe the unknown covariance structure between rows and columns of , respectively. Imposing… read more here.
Keywords: equations multivariate; multivariate linear; models kronecker; estimation equations ... See more keywords
Extending multivariate-t linear mixed models for multiple longitudinal data with censored responses and heavy tails
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DOI: 10.1177/0962280215620229
Abstract: The analysis of complex longitudinal data is challenging due to several inherent features: (i) more than one series of responses are repeatedly collected on each subject at irregularly occasions over a period of time; (ii)… read more here.
Keywords: longitudinal data; multivariate linear; censored responses; mixed models ... See more keywords
Likelihood Ratio Test in Multivariate Linear Regression: from Low to High Dimension
Sign Up to like & getrecommendations! Published in 2021 at "Statistica Sinica"
DOI: 10.5705/ss.202019.0056
Abstract: Multivariate linear regressions are widely used statistical tools in many applications to model the associations between multiple related responses and a set of predictors. To infer such associations, it is often of interest to test… read more here.
Keywords: multivariate linear; ratio test; lrt; likelihood ratio ... See more keywords