Application of group smoothly clipped absolute deviation method in identifying correlates of psychiatric distress among college students
نویسندگان
چکیده
منابع مشابه
Tuning parameter selectors for the smoothly clipped absolute deviation method.
The penalised least squares approach with smoothly clipped absolute deviation penalty has been consistently demonstrated to be an attractive regression shrinkage and selection method. It not only automatically and consistently selects the important variables, but also produces estimators which are as efficient as the oracle estimator. However, these attractive features depend on appropriately c...
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SUMMARY Shrinkage-type variable selection procedures have recently seen increasing applications in biomedical research. However, their performance can be adversely influenced by outliers in either the response or the covariate space. This article proposes a weighted Wilcoxon-type smoothly clipped absolute deviation (WW-SCAD) method, which deals with robust variable selection and robust estimati...
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The total variation-based image denoising model has been generalized and extended in numerous ways, improving its performance in different contexts. We propose a new penalty function motivated by the recent progress in the statistical literature on high-dimensional variable selection. Using a particular instantiation of the majorization-minimization algorithm, the optimization problem can be ef...
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BACKGROUND Adolescent and young adults are at increased risk of psychiatric distress and serious disability. We estimated the prevalence and associated risk factors of psychiatric distress among the college students of Hamadan University of Medical Sciences, Iran. METHODS We performed this cross-sectional study, from Jan to May 2016 at Hamadan University of Medical Sciences, Hamadan, Iran. St...
متن کاملfaculty of psychology and social sciences group of anthropology master thesis in major of anthropology
چکیده پایان نامه (شامل خلاصه، اهداف، روش های اجرا و نتایج به دست آمده): کار جمع آوری گو یش های محلی در سال های اخیر شتاب امیدوار کننده ای به خود گرفته است. شاید از بارزترین اهداف جمع آوری گویش های مختلف، ثبت و ضبط آن، جلوگیری از نابودی و مهمتر از همه حل مشکلات دستوری زبان رسمی باشد. دقت در فرآیند های زبانی گویش های محلی نوع ارتباط مردم نواحی مختلف با پیرامون نشان را به ما نشان خواهد داد. از س...
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ژورنال
عنوان ژورنال: BMC Psychiatry
سال: 2020
ISSN: 1471-244X
DOI: 10.1186/s12888-020-02591-3