Bruce McCullough

Bruce McCullough

Areas of Expertise

  • Applied Econometrics
  • Data Mining
  • Econometric Techniques
  • Reliability of Statistical and Econometric Software

Selected Works

Articles

McCullough, B D., Mokfi, Taha, and Almaeenejad, Mahsa, Wilkinson’s Tests and SQL Packages. SIGMOD Record 48 (Dec 2019): 17-22.

McCullough, B D., On the Accuracy of GARCH Estimation in R Packages. Econometric Research in Finance 4 (Nov 2019): 133-156.

McCullough, B D., Mokfi, Taha, and Almaeenejad, Mahsa, On The Accuracy of Linear Regression Routines in Some Datamining Packages. WIREs Data Mining and Knowledge Discovery 9 (May 2019):

McCullough, B D., An Error in An Old Paper Illustrates the Need for Data/Code Archives. Journal of Clinical Epidemiology 107 (Mar 2019): 128-129.

McCullough, B D., Using Student Evaluations of Teaching to Support Faculty: Use Proportions Instead of Means to Analyze SETs. Journal of Higher Education Theory and Practice 18 (Sep 2018): 138-144.

McCullough, B D., Quis custodiet ipsos custodes? Despite evidence to the contrary, the American Economic Review concluded that all was well with its archive. Economics: The Open-Access, Open-Assessment E-Journal 12 (Aug 2018): 1-13.

McCullough, B D., Sun, H.-J., and Fukuda, Kaoru, Inaccurate Regression Coefficients in Microsoft Excel 2003: An Investigation of Volpi’s Zero Bug. Computational Statistics 32 (Dec 2017): 1411-1421.

McCullough, B D., Spreadsheets in the Cloud — Not Ready Yet. Journal of Statistical Software 52 (Year 2013): 1-14.

McCullough, B D., and Radson, Darrell, Analyzing Student Evaluations of Teaching: Comparing Means and Proportions. Evaluation and Research in Education 24 (Sep 2011): 183-202.

Books

McCullough, B D., Business Experiments with R. NY: Wiley, (Forthcoming)

McCullough, B D., Fundamentals of Predictive Analytics with JMP, 2e. Cary, NC: SAS, (2016):

Chapters

McCullough, B D., “The Hazards of Subgroup Analysis in Randomized Business Experiments and How to Avoid Them.” Contemporary Perspectives on Data Mining, Ed. K. Lawrence. NC: Information Age Publishers, (2017): 79-92.

McCullough, B D., “Econometric Computing with R.” Advances in Social Science Research Using R, Ed. H. D. Vinod. New York: Springer, (2010): 1-21.

McCullough, B D., “The Accuracy of Econometric Software.” Handbook of Computational Econometrics, Ed. Belsley and Kontoghiorghes. New York: Wiley, (2009):

McCullough, B D., “Testing Econometric Software.” Handbook of Econometrics, Ed. Mills and Patterson. London: Palgrave, (2009):

McCullough, B D., “Some Details of Nonlinear Estimation.” Numerical Methods in Statistical Computing for the Social Sciences, Ed. Micah Altman, Jeff Gill, and Michael McDonald. New York: Wiley, (2004):

Proceedings

McCullough, B D., Does Microsoft Fix Errors in Excel?, Joint Statistical Meetings Sep 2001. American Statistical Association (Sep 2002):

Editorial Board Service

Associate Editor – Journal of Economic and Social Measurement, xx (2017)
Associate Editor – Foundations and Trends in Econometrics, journal (2017)
Associate Editor – Foundations and Trends in Econometrics, ??? (2017)
Associate Editor – Journal of Economic and Social Measurement, ????? (2017)
Associate Editor – Journal of Economic and Social Measurement, IOS Press (2018)
Associate Editor – Foundations and Trends in Econometrics , Now Publishers (2018)

Education

BA Economics - Georgetown University 1981
PhD Economics - University of Texas at Austin 1989