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Detection of Differential Item Functioning Using the Lasso Approach
16 references·2 citing·31 second hop
Detection of Differential Item Functioning Using the Lasso Approach (2014)Detection of Differential Item Functionin…Use of Item Response Theory in the Study of Group Differences in Trace Lines (2013)Use of Item Response Theory i…A Penalty Approach to Differential Item Functioning in Rasch Models (2013)A Penalty Approach to Differe…Applications of Item Response Theory To Practical Testing Problems (2012)Applications of Item Response…A general framework and an R package for the detection of dichotomous differential item functioning (2010)A general framework and an R …Effects of Average Signed Area Between Two Item Characteristic Curves and Test Purification Procedures on the DIF Detection via the Mantel-Haenszel Method (2004)Effects of Average Signed Are…Differential Item Functioning Detection and Effect Size: A Comparison between Logistic Regression and Mantel-Haenszel Procedures (2004)Differential Item Functioning…Assessing Differential Item Functioning Among Multiple Groups: A Comparison of Three Mantel-Haenszel Procedures (2001)Assessing Differential Item F…The Effects of Purification of Matching Criterion on the Identification of DIF Using the Mantel-Haenszel Procedure (1993)The Effects of Purification o…A Model-Based Standardization Approach that Separates True Bias/DIF from Group Ability Differences and Detects Test Bias/DTF as well as Item Bias/DIF (1993)A Model-Based Standardization…A Comparison of Logistic Regression and Mantel-Haenszel Procedures for Detecting Differential Item Functioning (1993)A Comparison of Logistic Regr…Determining the Significance of Estimated Signed and Unsigned Areas Between Two Item Response Functions (1990)Determining the Significance …Detecting Differential Item Functioning Using Logistic Regression Procedures (1990)Detecting Differential Item F…The Area between Two Item Characteristic Curves (1988)The Area between Two Item Cha…An Iterative Procedure for Linking Metrics and Assessing Item Bias in Item Response Theory (1988)An Iterative Procedure for Li…DEMONSTRATING THE UTILITY OF THE STANDARDIZATION APPROACH TO ASSESSING UNEXPECTED DIFFERENTIAL ITEM PERFORMANCE ON THE SCHOLASTIC APTITUDE TEST (1986)DEMONSTRATING THE UTILITY OF …Probabilistic Models for Some Intelligence and Attainment Tests (1961)Probabilistic Models for Some…Penalized Structural Equation Models (2023)Penalized Structural Equation…Regularized Structural Equation Modeling to Detect Measurement Bias: Evaluation of Lasso, Adaptive Lasso, and Elastic Net (2019)Regularized Structural Equati…Statistical Theories of Mental Test Scores (1969)Fundamentals of item response theory (1992)Measurement Invariance, Factor Analysis and Factorial Invariance (1993)Assessment of Quality-of-Life Outcomes (1996)Item Response Theory (1985)The MIMIC Model as a Method for Detecting DIF: Comparison With Mantel-Haenszel, SIBTEST, and the IRT Likelihood Ratio (2005)5 Differential Item Functioning and Item Bias (2006)Differential Item Functioning Analysis With Ordinal Logistic Regression Techniques (2006)Differential Item Performance and the Mantel–Haenszel Procedure (2013)Differential Item Functioning. (1994)ltm : An R Package for Latent Variable Modeling and Item Response Theory Analyses (2006)Checking Equity: Why Differential Item Functioning Analysis Should Be a Routine Part of Developing Conceptual Assessments (2017)The matrix reasoning item bank (MaRs-IB): novel, open-access abstract reasoning items for adolescents and adults (2019)Marginal Maximum Likelihood Estimation of Item Parameters: Application of an EM Algorithm (1981)Item Response Theory: Principles and Applications (1984)IRT-Based Internal Measures of Differential Functioning of Items and Tests (1995)Using Statistical Procedures to Identify Differentially Functioning Test Items (1998)Educational and Psychological Measurement (1962)Measuring progressions: Assessment structures underlying a learning progression (2009)Application of a Method of Estimating DIF for Polytomous Test Items (1999)Evaluating Type I Error and Power Rates Using an Effect Size Measure With the Logistic Regression Procedure for DIF Detection (2001)Enhancing the Validity and Cross-Cultural Comparability of Measurement in Survey Research (2004)Modern psychometric methods for detection of differential item functioning: application to cognitive assessment measures (2000)A Mixture Model Analysis of Differential Item Functioning (2005)Good Practices for Identifying Differential Item Functioning (2006)Assessing the Hypothesis of Measurement Invariance in the Context of Large-Scale International Surveys (2013)ITC Guidelines for Translating and Adapting Tests (Second Edition) (2017)Methods and Data Analysis for Cross-Cultural Research (2021)A Rasch Model for Partial Credit Scoring (1982)Scaling of Theory-of-Mind Tasks (2004)Developing the World Health Organization Disability Assessment Schedule 2.0 (2010)
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References

  • 1961Probabilistic Models for Some Intelligence and Attainment Tests6,956 cited
  • 2012Applications of Item Response Theory To Practical Testing Problems5,010 cited
  • 1990Detecting Differential Item Functioning Using Logistic Regression Procedures1,075 cited
  • 1993A Model-Based Standardization Approach that Separates True Bias/DIF from Group Ability Differences and Detects Test Bias/DTF as well as Item Bias/DIF658 cited
  • 1988The Area between Two Item Characteristic Curves417 cited
  • 1986DEMONSTRATING THE UTILITY OF THE STANDARDIZATION APPROACH TO ASSESSING UNEXPECTED DIFFERENTIAL ITEM PERFORMANCE ON THE SCHOLASTIC APTITUDE TEST376 cited
  • 2013Use of Item Response Theory in the Study of Group Differences in Trace Lines349 cited
  • 1993A Comparison of Logistic Regression and Mantel-Haenszel Procedures for Detecting Differential Item Functioning301 cited
  • 2010A general framework and an R package for the detection of dichotomous differential item functioning294 cited
  • 1990Determining the Significance of Estimated Signed and Unsigned Areas Between Two Item Response Functions214 cited
  • 1988An Iterative Procedure for Linking Metrics and Assessing Item Bias in Item Response Theory181 cited
  • 2004Differential Item Functioning Detection and Effect Size: A Comparison between Logistic Regression and Mantel-Haenszel Procedures129 cited
  • 1993The Effects of Purification of Matching Criterion on the Identification of DIF Using the Mantel-Haenszel Procedure

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121 cited
  • 2013A Penalty Approach to Differential Item Functioning in Rasch Models105 cited
  • 2001Assessing Differential Item Functioning Among Multiple Groups: A Comparison of Three Mantel-Haenszel Procedures94 cited
  • 2004Effects of Average Signed Area Between Two Item Characteristic Curves and Test Purification Procedures on the DIF Detection via the Mantel-Haenszel Method85 cited
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    • 2019Regularized Structural Equation Modeling to Detect Measurement Bias: Evaluation of Lasso, Adaptive Lasso, and Elastic Net51 cited
    • 2023Penalized Structural Equation Models38 cited