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Paul D. Allison

From Wikipedia, the free encyclopedia
American statistician and sociologist

Paul D. Allison is an Americanstatistician and sociologist. He is the President of Statistical Horizons[1] andProfessor Emeritus of Sociology at theUniversity of Pennsylvania.[2]

Education

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Allison received an A.B. degree in sociology fromSt. Louis University in 1970, graduatingmagna cum laude. He completed hisM.S. degree and hisPh.D. in sociology at theUniversity of Wisconsin at Madison in 1973 and 1976 respectively.[3] Following completion of his doctorate, Allison did postdoctoral study in statistics at theUniversity of Chicago and the University of Pennsylvania.

Career

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Allison began his career atStony Brook University, where he served as a lecturer. He taught atCornell University from 1976 to 1981 before joining the Department of Sociology at University of Pennsylvania, where he would spend the next 37 years before becoming professor emeritus in 2018. He taught courses on Introductory Sociology, Introductory Statistics,Structural Equation Models,Event History Analysis, Longitudinal Data Analysis, and Missing Data, among others.

Allison's early research focused on career patterns of academic scientists. His current methodological research is on the analysis of longitudinal data, especially with determining the causes and consequences of events, and on methods for handling missing data.

Although much of his statistical work has been didactic, he has made original contributions in the areas of discrete-time survival analysis,[4] maximum likelihood for missing data,[5] model comparisons in logistic regression,[6] and fixed effects models for panel data.[7][8]

Allison has served as an editorial board member of theAmerican Journal of Sociology, theSociological Forum,Sociological Methods and Research, andSociological Methodology. He was a council member for the Methodology Section of theAmerican Sociological Association and a member of theAmerican Statistical Association.

Beginning in 1986, Allison taught numerous short courses, including Survival Analysis, Categorical Data Analysis, and Missing Data, for the public as well as on-site for various organizations, companies, and government agencies.

In 2005, Allison founded Statistical Horizons LLC, a company that offers short public seminars on a variety of statistical topics.

Honors and awards

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Allison is the recipient of numerous awards. He was the Social Science Research Council Postdoctoral Fellow at the University of Chicago from 1977 to 1978. He also received theJohn Simon Guggenheim Memorial Foundation Fellowship in 1986–1987. In 1986, Allison was elected a member of the Sociological Research Association, and in 2001 he received theLazarsfeld Award for Distinguished Contributions to Sociological Methodology. Allison became a Fellow of the American Statistical Association in 2010. He is also a two-time winner of the American Statistical Association's award for "Excellence in Continuing Education."[3]

Books and other publications

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Allison has published eight books to date:

  • Event History and Survival Analysis (1984, 2014)
  • Logistic Regression Using SAS: Theory and Application (1999, 2012)
  • Survival Analysis Using SAS: A Practical Guide (1995, 2010)
  • Fixed Effects Regression Models (2009)
  • Fixed Effects Regression Methods for Longitudinal Data Using SAS (2005)
  • Missing Data (2001)
  • Multiple Regression:A Primer (1999)
  • Processes of Stratification in Science (1980)

He is also author of over 90 articles, chapters, and reviews over his career. Although Allison's methodological publications have mostly appeared in sociology journals, he has also published in theJournal of the American Statistical Association,Annals of Epidemiology,International Journal of Epidemiology,Psychometrika,Psychological Bulletin, and theJournal of Abnormal Psychology. His work has been cited over 75,000 times.[9]

References

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  1. ^"Paul Allison - Statistics Instruction by a Statistical Research Expert. | Statistical Horizons".statisticalhorizons.com. Retrieved2019-04-23.
  2. ^"Paul D. Allison, Ph.D. | Sociology at the University of Pennsylvania".sociology.sas.upenn.edu. Retrieved2019-04-23.
  3. ^ab"Paul Allison CV"(PDF).
  4. ^Allison, Paul D. (1982)."Discrete-time methods for the analysis of event histories"(PDF).Sociological Methodology.13:61–98.doi:10.2307/270718.JSTOR 270718.
  5. ^Allison, Paul D. (1987). "Estimation of Linear Models with Incomplete Data".Sociological Methodology.17:71–103.doi:10.2307/271029.ISSN 0081-1750.JSTOR 271029.
  6. ^ALLISON, PAUL D. (November 1999). "Comparing Logit and Probit Coefficients Across Groups".Sociological Methods & Research.28 (2):186–208.doi:10.1177/0049124199028002003.ISSN 0049-1241.S2CID 85551913.
  7. ^Allison, Paul D. (January 2019)."Asymmetric Fixed-effects Models for Panel Data".Socius: Sociological Research for a Dynamic World.5: 237802311982644.doi:10.1177/2378023119826441.ISSN 2378-0231.
  8. ^Allison, Paul D.; Williams, Richard; Moral-Benito, Enrique (2017-01-01)."Maximum Likelihood for Cross-lagged Panel Models with Fixed Effects".Socius.3 2378023117710578.doi:10.1177/2378023117710578.ISSN 2378-0231.
  9. ^"Paul D. Allison - Google Scholar Citations".scholar.google.com. Retrieved2019-04-23.
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