Steven L. Scott‎ > ‎

Publications

This page is out of date.  See my entry on Google research for a list of more recent pubs.
  1. Scott, Steven L. and Hann, Il-Horn (2006) "A Nested Hidden Markov Model for Internet Browsing Behavior." (PDF). This is currently Marshall Working Paper IOM-06-01.

  2. Scott, Steven L. (2006) "Data Augmentation, Frequentist Estimation, and the Bayesian Analysis of Multinomial Logit Models" (PDF). Unpublished.

  3. Scott, Steven L., James, Gareth M., and Sugar, Catherine A. (2005) "Hidden Markov Models for Longitudinal Comparisons" Journal of the American Statistical Association. 100, pp. 359--369.

  4. Scott, Steven L. (2004) "Prior Distribution." In M. S. Lewis-Beck, A. Bryman, and T. F. Liao (Eds.) The Sage Encyclopedia of Social Science Research Methods (Vol 3). Thousand Oaks, CA. Sage pp. 857--859.

  5. Scott, Steven L. (2004) "Posterior Distribution." In M. S. Lewis-Beck, A. Bryman, and T. F. Liao (Eds.) The Sage Encyclopedia of Social Science Research Methods (Vol 3). Thousand Oaks, CA. Sage pp. 839--841.

  6. Scott, Steven L. (2004) "A Bayesian Paradigm for Designing Network Intrusion Systems". Computational Statistics and Data Analysis. 45, 1, pp 69--83.(special issue on computer security). (PDF)

  7. Scott, Steven L. and Smyth, Padhraic (2003). "The Markov Modulated Poisson Process and Markov Poisson Cascade with Applications to Web Traffic Data." (PDF) Bayesian Statistics 7, pp 671--680. Edited by M. J. Bayarri, J. O. Berger, J. M. Bernardo, A. P. Dawid, D. Heckerman, A. F. M. Smith, and M. West. Oxford University Press.
    This article has been formatted for A4 paper, so don't be surprised if the margins don't look quite right when you print it on letter-size paper. It was read at the Seventh Valencia International Meeting on Bayesian Statistics.

  8. Scott, Steven L. (2003) "Hidden Markov Processes and Sequential Pattern Mining" in The Handbook of Data Mining. pp 133--157. Nong Ye, ed. Laurence Earlbaum Associates, Inc. (Here is a link to the book at Amazon.com)

  9. Scott, Steven L. (2002) "All You Need is ... Bayes' Rule." Marshall Magazine. Spring 2002. pp 54--58.

  10. Scott, Steven L. (2003) "Data Augmentation for the Bayesian Analysis of Multinomial Logit Models", 2003 Proceedings of the American Statistical Association Section on Bayesian Statistical Science [CD-Rom], Alexandria, VA: American Statistical Association. (PDF).

  11. Scott, Steven L. and Ip, Edward H. (2002) "Empirical Bayes and Item Clustering Effects in a Latent Variable Hierarchical Model: A Case Study From the National Assessment of Educational Progress." Journal of the American Statistical Association. 97, 458, pp. 409-419.

  12. Scott, Steven L. (2002) "Detecting Network Intrusion Using a Markov Modulated Nonhomogeneous Poisson Process" (postscript)

  13. Scott, Steven L. (2002) "Bayesian Methods for Hidden Markov Models" Journal of the American Statistical Association. 97 pp. 337-351.

  14. Scott, Steven L. (1999) "Bayesian Analysis of a Two State Markov modulated Poisson Process," Journal of Computational and Graphical Statistics, 8 pp. 662 - 670. This article won the 1998 Student Paper Competition sponsored by the Statistical Computing Section of the ASA.

  15. Scott, Steven L. (1998) Bayesian Methods and Extensions for the Two State Markov Modulated Poisson Process. Ph.D. Thesis. Harvard University. (postscript).

  16. Scott, Steven L. (1997) "Two Dimensional Turbulence and Gaussian Markov Random Fields." Qualifying Paper. Harvard University. (postscript)
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