Steven Scott | Faculty Profiles | USC Marshall School of Business

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Steven Scott

USC Marshall School of Business
Los Angeles, CA 90089-0808

Phone:

213-740-8009

sls@usc.edu

Research

Research

Data Augmentation, Frequentist Estimation, and the Bayesian Analysis of Multinomial Logit Models • 2006

Hidden Markov Models for Longitudinal Comparisons • 2005

All You Need Is...Bayes Rule • 2004

A Bayesian Paradigm for Designing Intrusion Detection Systems • 2004

Posterior Distribution • 2004

Prior Distribution • 2004

Data Augmentation for the Bayesian Analysis of Multinomial Logit Models • 2003

Hidden Markov Processes and Sequential Pattern Mining • 2003

The Markov Modulated Poisson Process and Markov Poisson Cascade with Applications to Web Traffic Data • 2003

Bayesian Methods for Hidden Markov Models, Recursive Computing in the 21st Century • 2002

Empirical Bayes and Item Clustering Effects in a Latent Variable Hierarchical Model: A Case Study from the National Assessment of Educational Progress • 2002

A General IRT Model for Performance Assessment • 2001

Bayesian Analysis of a Two State Markov Modulated Poisson Process • 1999

Vector Spaces of Functions with Mostly Real Zeros • 1994

Introduction to Climate--Part 1 • 1994

Mellin Transforms of a Generalization of Legendre Polynomials • 1993

A Doubly-Nested Hidden Markov Model for Internet Browsing Behavior

Detecting Network Intrusion Using a Markov Modulated Nonhomogeneous Poisson Process