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Variable selection in multivariate multiple regression.
PLoS ONE, 2020 IntroductionIn many practical situations, we are interested in the effect of covariates on correlated multiple responses. In this paper, we focus on estimation and variable selection in multi-response multiple regression models.
Asokan Mulayath Variyath, Anita Brobbey
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Turkish Journal of Agriculture: Food Science and Technology, 2023 In this study, challenges experienced by dairy cattle enterprises in Southwestern Uganda and the factors influencing their profitability were respectively analyzed using exploratory factor analysis and multiple regression in STATA 15.0 statistical ...
Denis Waiswa, Aytekin Günlü
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Identifying Influential Observations in Multiple Regression [PDF]
Tutorials in Quantitative Methods for PsychologyLinear models are particularly vulnerable to influential observations which disproportionately affect the model's parameter estimates. Multiple statistics and numerous cut-off values have been proposed to detect highly influential observations including ...
Camilleri, Carmel +2 more
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Multiple Beta Regression Model with Application [PDF]
المجلة العراقية للعلوم الاحصائية, 2011 This paper aims to display the concept of beta regression and modality of its utilization in the statistical application by considering the values of the response variable which are constrained by the interval(0,1) and the response variable is following ...
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A Mathematical Programming Approach for Integrated Multiple Linear Regression Subset Selection and Validation [PDF]
, 2020 Subset selection for multiple linear regression aims to construct a regression model that minimizes errors by selecting a small number of explanatory variables.
Cheong, Taesu +3 more
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Spontaneous Regression of Multiple Emphysematous Bullae
Canadian Respiratory Journal, 1999 The etiology of emphysematous bullae is not well known; thus, the management of bullous lung disease is often difficult because of concomitant underlying emphysema and coexisting cardiac conditions. The present paper reports a case in which near complete
Hiroaki Satoh +4 more
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THE CORRELATION BETWEEN GRAMMAR AND READING COMPREHENSION AND EFL LEANERS’ WRITING PERFORMANCE
Paedagoria, 2018 This study aims at investigating the correlation between grammar and reading comprehension and leaners ‘writing performance since there is a relationship among all of the skills.
Ilham Ilham
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Agronomy, 2020 Economic and environmental concerns limit peat use for substrate production, promoting interest in alternative materials. Hence, in this study, 16 substrates were obtained by mixing, in a factorial combination, eight substrates with different ratios of ...
Antonio Bassan +4 more
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Tools to Support Interpreting Multiple Regression in the Face of Multicollinearity
Frontiers in Psychology, 2012 While multicollinearity may increase the difficulty of interpreting multiple regression results, it should not cause undue problems for the knowledgeable researcher.
Amanda eKraha +4 more
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Modeling inequality and spread in multiple regression [PDF]
, 2006 We consider concepts and models for measuring inequality in the distribution of resources with a focus on how inequality varies as a function of covariates.
Aaberge, Rolf +2 more
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