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A Comparative Study of the Bias Correction Methods for Differential Item Functioning Analysis in Logistic Regression with Rare Events Data

机译：罕见事件数据逻辑回归中差分项目功能分析偏差校正方法的比较研究

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Marjan Faghih; Zahra Bagheri; Dejan Stevanovic; Seyyed Mohhamad Taghi Ayatollahi; Peyman Jafari;
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年度 2020
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1. A Comparative Analysis of the Efficacy of Differential Item Functioning Detection for Dichotomously Scored Items among Logistic Regression, SIBTEST and Raschtree Methods [J] . Supa Apinyapibal, Nuttaporn Lawthong, Sirichai Kanjanawasee Procedia - Social and Behavioral Sciences . 2015,第2期

机译：Logistic回归，SIBTEST和Raschtree方法对二分得分项目的差异项功能检测功效的比较分析
2. Logistic regression in large rare events and imbalanced data: A performance comparison of prior correction and weighting methods [J] . Maalouf Maher, Homouz Dirar, Trafalis Theodore B. Computational Intelligence . 2018,第1期

机译：大型稀有事件和不平衡数据中的逻辑回归：先验校正和加权方法的性能比较
3. A comparison of three methods of assessing differential item functioning (DIF) in the Hospital Anxiety Depression Scale: ordinal logistic regression, Rasch analysis and the Mantel chi-square procedure. [J] . Isobel M Cameron, Neil W Scott, Mats Adler, Quality of life research: An international journal of quality of life aspects of treatment, care and rehabilitation . 2014,第10期

机译：在医院焦虑抑郁量表中评估差异项功能（DIF）的三种方法的比较：有序逻辑回归，Rasch分析和Mantel卡方检验程序。
4. Logistic Regression Bias Correction for Large Scale Data with Rare Events [C] . Zhen Qiu, Hongyan Li, Hanchen Su, International conference on advanced data mining and applications . 2013

机译：具有稀有事件的大规模数据的Logistic回归偏差校正
5. Exploring autism prediction through logistic regression analysis with corrections for rare events data. [D] . Hunter, Jennifer. 2015

机译：通过对稀有事件数据进行校正的逻辑回归分析探索自闭症的预测。
6. A Comparative Study of the Bias Correction Methods for Differential Item Functioning Analysis in Logistic Regression with Rare Events Data [O] . Marjan Faghih, Zahra Bagheri, Dejan Stevanovic, 2020

机译：Logistic回归中具有稀有事件数据的差异项功能分析的偏差校正方法的比较研究
7. A Comparative Analysis of the Efficacy of Differential Item Functioning Detection for Dichotomously Scored Items among Logistic Regression, SIBTEST and Raschtree Methods [O] . Apinyapibal Supa, Lawthong Nuttaporn, Kanjanawasee Sirichai 2015

机译：Logistic回归，SIBTEST和Raschtree方法对二分得分项目的差异项功能检测功效的比较分析

A Comparative Study of the Bias Correction Methods for Differential Item Functioning Analysis in Logistic Regression with Rare Events Data

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