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Volume:  23 22 21 20 19 18 17 16 15 14 13 12 11 10 9 8 7 6 5 4 3 2 1

Practical Assessment
Research & Evaluation
A peer-reviewed electronic journal. ISSN 1531-7714 

Statistical Analysis
green dot  2018 Using Instrumental Variable Estimation to Evaluate Randomized Experiments with Imperfect Compliance  Francis L. Huang
Viewed 183 times since 2/24/2018.
green dot  2018 Random Forest as a Predictive Analytics Alternative to Regression in Institutional Research  Lingjun He, Richard A. Levine, Juanjuan Fan, Joshua Beemer, and Jeanne Stronach
Viewed 484 times since 1/13/2018.
green dot  2017 An Evaluation of Normal Versus Lognormal Distribution in Data Description and Empirical Analysis.  Diwakar, Rekha
Viewed 353 times since 12/21/2017.
green dot  2017 The Miscalculation of Interrater Reliability: A Case Study Involving the AAC&U VALUE Rubrics  Szafran, Robert
Viewed 345 times since 12/8/2017.
green dot  2017 Advocating the Broad Use of the Decision Tree Method in Education.  Gomes, Cristiano M. A., and Almeida, Leandro S
Viewed 473 times since 11/6/2017.
green dot  2017 Data Transformations for Inference with Linear Regression: Clarifications and Recommendations.   Pek, J., Wong, O., & Wong, AC.
Viewed 501 times since 10/11/2017.
green dot  2017 Estimating Operational Validity Under Incidental Range Restriction: Some Important but Neglected Issues.   Brown, Reagan D., Oswald, Frederick L. & Converse, Patrick D.
Viewed 579 times since 8/6/2017.
green dot  2017 Hierarchical Linear Modeling with Maximum Likelihood, Restricted Maximum Likelihood, and Fully Bayesian Estimation  Boedeker, Peter
Viewed 1,384 times since 4/12/2017.
green dot  2016 Partial Least Squares Structural Equation Modeling with R  Ravand, Hamdollah, & Baghaei, Purya
Viewed 3,686 times since 9/16/2016.
green dot  2016 Accuracy of range restriction correction with multiple imputation in small and moderate samples: A simulation study  Pfaffel, Andreas, & Spiel, Christiane
Viewed 1,306 times since 9/13/2016.
green dot  2016 Measurement Error and Equating Error in Power Analysis  Phillips, Gary W., and Jiang, Tao
Viewed 1,422 times since 8/8/2016.
green dot  2016 Regularization Methods for Fitting Linear Models with Small Sample Sizes: Fitting the Lasso Estimator using R.   Finch, W. Holmes, & Finch, Maria E. Hernandez
Viewed 2,129 times since 5/8/2016.
green dot  2016 A Comparison of Three Approaches to Correct for Direct and Indirect Range Restrictions: A Simulation Study.   Pfaffel, Andreas, Schober, Barbara, & Spiel, Christiane.
Viewed 2,230 times since 3/24/2016.
green dot  2016 Confidence Intervals for Effect Sizes: Applying Bootstrap Resampling.  Banjanovic, Erin S., and Osborne, Jason W.
Viewed 4,432 times since 3/11/2016.
green dot  2016 A Brief Guide to Decisions at Each Step of the Propensity Score Matching Process.   Harris, Heather, & Horst, S. Jeanne
Viewed 2,712 times since 2/19/2016.
green dot  2016 Tutorial on Using Regression Models with Count Outcomes using R  Beaujean, A. Alexander & Grant, Morgan B.
Viewed 7,913 times since 2/2/2016.
green dot  2016 Data visualization of item-total correlation by median smoothing  Yu, Chong Ho, Douglas, Samantha, Lee, Anna, & An, Min
Viewed 2,427 times since 2/1/2016.
green dot  2015 A Practical Guide for Using Propensity Score Weighting in R.   Olmos, Antonio & Priyalatha Govindasamy
Viewed 14,334 times since 6/27/2015.
green dot  2015 Chi-Square Test is Statistically Significant: Now What?  Sharpe, Donald
Viewed 52,043 times since 4/6/2015.
green dot  2015 What is Rotating in Exploratory Factor Analysis?   Osborne, Jason W.
Viewed 25,592 times since 1/7/2015.
green dot  2015 Linear Logistic Test Modeling with R  Baghaei, Purya & Kubinger, Klaus D
Viewed 4,982 times since 1/1/2014.
green dot  2014 A Step-by-Step Guide to Propensity Score Matching in R  Randolph, Justus J., Falbe, Kristina, Manuel, Austin Kureethara, & Balloun, Joseph L.
Viewed 29,594 times since 11/19/2014.
green dot  2014 A Primer on Multivariate Analysis of Variance (MANOVA) for Behavioral Scientists.   Warne, Russell
Viewed 19,433 times since 11/18/2014.
green dot  2014 Analyzing Group Level Effects with Clustered Data Using Taylor Series Linearization.  Huang, Francis L.
Viewed 3,654 times since 11/11/2014.
green dot  2014 Sample Size Determination for Regression Models Using Monte Carlo Methods in R.   Beaujean, A. Alexander
Viewed 17,450 times since 8/23/2014.
green dot  2014 Impact of Sample Size and Variability on the Power and Type I Error Rates of Equivalence Tests: A Simulation Study.   Rusticus, Shayna A. & Lovato, Chris Y.
Viewed 13,355 times since 8/16/2014.
green dot  2014 A Simulation Study of Missing Data with Multiple Missing X’s  Rubright, Jonathan D., Nandakumar, Ratna and Gluttin, Joseph J.
Viewed 5,344 times since 8/12/2014.
green dot  2014 Estimating unbiased treatment effects in education using a regression discontinuity design.  Smith, William C.
Viewed 5,460 times since 8/3/2014.
green dot  2014 Improving Your Exploratory Factor Analysis for Ordinal Data: A Demonstration Using FACTOR.   Baglin, James
Viewed 17,304 times since 6/14/2014.
green dot  2014 Exploring the Limitations of Measures of Students` Socioeconomic Status (SES)  Dickinson, Emily R. & Jill L. Adelson
Viewed 6,141 times since 5/15/2014.
green dot  2013 Educational Research with Real-World Data: Reducing Selection Bias with Propensity Score Analysis.  Adelson, Jill L.
Viewed 4,252 times since 12/18/2013.
green dot  2013 Comparing Propensity Score Methods in Balancing Covariates and Recovering Impact in Small Sample Educational Program Evaluations.  Stone, Clement A. & Tang, Yun
Viewed 9,820 times since 11/5/2013.
green dot  2013 Normality of residuals is a continuous variable, and does seem to influence the trustworthiness of confidence intervals : A response to, and appreciation of, Williams, Grajales, and Kurkiewicz (2013)  Osborne, Jason W.
Viewed 4,396 times since 9/6/2013.
green dot  2013 Assumptions of Multiple Regression: Correcting Two Misconceptions.  Williams, Matt N., Grajales, Carlos Alberto Gómez, & Kurkiewicz, Dason
Viewed 25,951 times since 9/6/2013.
green dot  2013 Using the Student's t-test with extremely small sample sizes  de Winter, J.C.F.
Viewed 103,375 times since 8/6/2013.
green dot  2013 Determining the Number of Factors to Retain in EFA: Using the SPSS R-Menu v2.0 to Make More Judicious Estimations  Courtney, Matthew Gordon Ray
Viewed 19,232 times since 4/30/2013.
green dot  2013 Forest plots in Excel: Moving beyond a clump of trees to a forest of visual information.   Derzon, James H. & Alford, Aaron A.
Viewed 25,855 times since 4/29/2013.
green dot  2013 Practical Considerations for Using Exploratory Factor Analysis in Educational Research.   Beavers, Amy S., Lounsbury, John W., Richards, Jennifer K., Huck, Schuyler W., Skolits, Gary J. & Esquivel, Shelley L.
Viewed 23,356 times since 3/5/2013.
green dot  2013 Factor Analysis using R.   Beaujean, A. Alexander
Viewed 31,434 times since 2/25/2013.
green dot  2013 Unit-weighted scales imply models that should be tested!   Beauducel, André & Leue, Anja
Viewed 4,490 times since 2/18/2013.
green dot  2012 Replication Analysis in Exploratory Factor Analysis: What it is and why it makes your analysis better.  Osborne, Jason W. & David C. Fitzpatrick
Viewed 10,306 times since 11/1/2012.
green dot  2012 Logits and tigers and bears, oh my! A brief look at the simple math of logistic regression and how it can improve dissemination of results.   Osborne, Jason W.
Viewed 6,710 times since 6/6/2012.
green dot  2012 Interpreting Multiple Linear Regression: A Guidebook of Variable Importance  Nathans, Laura L., Oswald, Frederick L., & Nimon, Kim
Viewed 93,932 times since 4/29/2012.
green dot  2012 A Demonstration of a Systematic Item-Reduction Approach Using Structural Equation Modeling.   Larwin, Karen & Harvey, Milton
Viewed 8,909 times since 4/23/2012.
green dot  2012 Transforming Rubrics Using Factor Analysis  Baryla, Ed, Shelley, Gary and William Trainor
Viewed 7,154 times since 1/23/2012.
green dot  2012 Estimating ordinal reliability for Likert-type and ordinal item response data: A conceptual, empirical, and practical guide  Gadermann, Anne M., Guhn, Martin & Bruno D. Zumbo
Viewed 27,186 times since 1/17/2012.
green dot  2011 Reporting and Discussing Effect Size: Still the Road Less Traveled?  McMillan, James H. & Jennifer Foley
Viewed 14,217 times since 10/18/2011.
green dot  2011 Cohen's d vs. Alternative Standardized Mean Group Difference Measures  Cahan, Sorel & Eyal Gamliel
Viewed 10,466 times since 6/28/2011.
green dot  2011 Applying Tests of Equivalence for Multiple Group Comparisons: Demonstration of the Confidence Interval Approach.  Rusticus, Shayna A. & Chris Y. Lovato
Viewed 10,083 times since 4/25/2011.
green dot  2011 The operating characteristics of the nonparametric Levene test for equal variances with assessment and evaluation data.  Nordstokke, David W., Zumbo, Bruno D., Cairns, Sharon L., Saklofske, Donald H.
Viewed 12,796 times since 2/26/2011.
green dot  2010 Yule-Simpson's Paradox in Research  Goltz, Heather Honoré & Matthew Lee Smith
Viewed 9,289 times since 10/18/2010.
green dot  2010 Improving your data transformations: Applying the Box-Cox transformation  Osborne, Jason
Viewed 52,881 times since 10/6/2010.
green dot  2012 Five-Point Likert Items: t test versus Mann-Whitney-Wilcoxon (Addendum added October 2012)  de Winter, J. C. F. & D. Dodou
Viewed 51,170 times since 10/6/2010.
green dot  2010 Analyzing the longitudinal K-12 grading histories of entire cohorts of students: Grades, data driven decision making, dropping out and hierarchical cluster analysis.  Bowers, Alex J.
Viewed 6,824 times since 5/12/2010.
green dot  2009 Combining Dual Scaling with Semi-Structured Interviews to Interpret Rating Differences  Childs, Ruth A., Ram, Anita & Xu, Yunmei
Viewed 8,203 times since 5/26/2009.
green dot  2009 Using Power Tables to Compute Statistical Power in Multilevel Experimental Designs  Konstantopoulos, Spyros
Viewed 15,004 times since 5/20/2009.
green dot  2009 Using recursive regression to explore nonlinear relationships and interactions: A tutorial applied to a multicultural education study  Strang, Kenneth David
Viewed 15,646 times since 3/16/2009.
green dot  2008 Revisiting the Collinear Data Problem: An Assessment of Estimator 'Ill-Conditioning' in Linear Regression   Callaghan, Karen J. and Chen, Jie
Viewed 15,121 times since 6/18/2008.
green dot  2008 What Does it Mean to Be Average? The Miles per Gallon versus Gallons per Mile Paradox Revisited  Haans, Antal
Viewed 16,636 times since 4/8/2008.
green dot  2008 Conducting External Profile Analysis with Multiple Regression  Culpepper, Steven Andrew
Viewed 14,415 times since 1/9/2008.
green dot  2007 A data visualization and data mining approach to response and non-response analysis in survey research  Yu,Chong Ho,  Jannasch-Pennell, Angel,  DiGangi,Samuel,  Kim,Chang & Andrews, Sandra
Viewed 15,451 times since 12/20/2007.
green dot  2007 On the Performance of the lZ Person-Fit Statistic  Armstrong, Ronald D., Stoumbos, Zachary G., Kung, Mabel T., & Shi, Min
Viewed 36,973 times since 12/5/2007.
green dot  2007 Randomized Field Trials and Internal Validity: Not So Fast My Friend.  McMillan, James H.
Viewed 18,022 times since 12/3/2007.
green dot  2007 Assessing unidimensionality: A comparison of Rasch Modeling, Parallel Analysis, and TETRAD  Yu, Chong Ho, Sharon Osborn Popp, Samuel DiGangi, and Angel Jannasch-Pennell
Viewed 17,722 times since 10/8/2007.
green dot  2007 Assessing Program Outcomes When Participation Is Voluntary: Getting More Out of a Static-Group Comparison.   Szafran, Robert F.
Viewed 13,580 times since 5/29/2007.
green dot  2007 An Introduction To Multi-Battery Factor Analysis: Overcoming Method Artefacts.  Brown, Gavin T L
Viewed 15,455 times since 5/29/2007.
green dot  2007 Decoding the Meaning of Factorial Invariance and Updating the Practice of Multi-group Confirmatory Factor Analysis: A Demonstration With TIMSS Data  Wu, Amery D., Li, Zhen and Bruno D. Zumbo
Viewed 20,586 times since 2/11/2007.
green dot  2007 Determining the Number of Factors to Retain in EFA: An easy-to-use computer program for carrying out Parallel Analysis  Ledesma, Rubén Daniel and Pedro Valero-Mora
Viewed 31,972 times since 2/1/2007.
green dot  2006 Using Regression Mixture Analysis in Educational Research  Ding, Cody S.
Viewed 36,593 times since 11/28/2006.
green dot  2006 Consider Propensity Scores to Compare Treatments  Rudner, Lawrence M. & Johnette Peyton
Viewed 16,497 times since 11/17/2006.
green dot  2006 Expected Classification Accuracy using the Latent Distribution  Guo, Fanmin
Viewed 11,775 times since 10/17/2006.
green dot  2005 Expected Classification Accuracy  Rudner, Lawrence M.
Viewed 18,228 times since 8/29/2005.
green dot  2001 Computing the expected proportions of misclassified examinees  Rudner, Lawrence M.
Viewed 24,319 times since 3/30/2001.
green dot  1996 Kerlinger's Research Myths.  Daniel, Larry G.
Viewed 67,789 times since 11/13/1999.
green dot  1995 More Multiple-Choice Item Writing Do's and Don'ts.  Frary, Robert B.
Viewed 83,366 times since 11/13/1999.
green dot  1995 Writing Multiple-Choice Test Items.  Kehoe, Jerard
Viewed 146,111 times since 11/13/1999.
green dot  1994 The Concept of Statistical Significance Testing.  Thompson, Bruce
Viewed 149,467 times since 11/13/1999.