Dustin Fife

  • 155 Citations
  • 6 h-Index
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Personal profile

Research interests

Research Expertise: 
Missing Data | Data Visualization | Data Mining

Most statistical procedures assume (explicitly or implicitly) that samples were obtained using random selection. Rarely is this the case in Psychology, where convenience samples are frequently used. My research aims to discover how convenience sampling biases parameter estimates and how we can recover population parameters from biased samples. It turns out, if we consider non-random selection as a “missing data” problem, solutions are possible.

Aside from my main research area, I also spend a lot of time thinking and writing about, as well as programming algorithms for large-scale data mining operations. I have developed packages in R that aim to solve “small N, large p” type problems.

Honors and Awards:
Chuck Gettys Award for Outstanding Research in Graduate School, Department of Psychology at the University of Oklahoma, 2013 Best Paper Award, The Consortium for Student Retention Data Exchange (CSRDE), 2011

Member of:
Academic Educational Research Association

Education/Academic qualification

Doctor of Philosophy, doctorate

Fingerprint Dive into the research topics where Dustin Fife is active. These topic labels come from the works of this person. Together they form a unique fingerprint.

Systemic Lupus Erythematosus Medicine & Life Sciences
Autoantibodies Medicine & Life Sciences
Restriction Mathematics
Likelihood Functions Medicine & Life Sciences
vitamin D deficiency Agriculture & Biology
Path Analysis Mathematics
Interferons Medicine & Life Sciences
lupus erythematosus Agriculture & Biology

Network Recent external collaboration on country level. Dive into details by clicking on the dots.

Research Output 2012 2019

  • 155 Citations
  • 6 h-Index
  • 13 Article

Selecting Response Anchors With Equal Intervals for Summated Rating Scales

Casper, W. C., Edwards, B. D., Wallace, J. C., Landis, R. S. & Fife, D. A., Jan 1 2019, (Accepted/In press) In : Journal of Applied Psychology.

Research output: Contribution to journalArticle

Research Personnel
Surveys and Questionnaires

Estimating Subgroup Differences in Staffing Research When the Selection Mechanism Is Unknown: A Response to Li’s Case IV Correction

Fife, D. A., Mendoza, J., Day, E. & Terry, R., Jan 1 2018, (Accepted/In press) In : Organizational Research Methods.

Research output: Contribution to journalArticle

Monte Carlo simulation
Group membership
2 Citations (Scopus)

Association of IFIH1 and pro-inflammatory mediators: Potential new clues in SLE-associated pathogenesis

Munroe, M. E., Pezant, N., Brown, M. A., Fife, D. A., Guthridge, J. M., Kelly, J. A., Wiley, G., Gaffney, P. M., James, J. A. & Montgomery, C. G., Feb 2017, In : PloS one. 12, 2, e0171193.

Research output: Contribution to journalArticle

lupus erythematosus
Systemic Lupus Erythematosus
9 Citations (Scopus)

Effect of Tobacco Smoking on The Clinical, Histopathological, and Serological Manifestations of Sjögren's Syndrome

Stone, D. U., Fife, D., Brown, M., Earley, K. E., Radfar, L., Kaufman, C. E., Lewis, D. M., Rhodus, N. L., Segal, B. M., Wallace, D. J., Weisman, M. H., Venuturupalli, S., Brennan, M. T., Lessard, C. J., Montgomery, C. G., Scofield, R. H., Sivils, K. L. & Rasmussen, A., Jan 1 2017, In : PloS one. 12, 2, p. e0170249

Research output: Contribution to journalArticle

smoking (habit)
Pulmonary diseases

Estimating Incremental Validity Under Missing Data

Fife, D., Mendoza, J. L. & Berry, C. M., Mar 4 2017, In : Multivariate Behavioral Research. 52, 2, p. 164-177 14 p.

Research output: Contribution to journalArticle

Likelihood Functions
Missing Data
Partial Correlation
Missing at Random
Maximum Likelihood Estimate