Rough draft / proposals for final projects in 402: ------------------------------------------------- Alexis Lubensky Economic Catch-up of Countries in Latin America: Analysis of GDP and Other Macroeconomic Time Series for 25 Countries Nice start on clustering series by correlation measures, comparing Fourier vs ARMA structure, fitting common models to take out common features, etc. Katie O'Leary What Qualities Make a Winning Basketball Team? A logistic regression analysis of the 1997--1998 Men's NCAA Division I Teams. Nice start. Lots of effort into collecting and collating the data so it will be useful for a logistic regression of the form (wins, losses) ~ whatever (note: teams aren't really indep binomial, but it may not matter; I've asked her to think about assessing this) Huadong Wu Time Series Analysis for Sound Source Recognition: Pattern Recognition in ARMA Parameter Space He's summarized basically what he plans to do. Will he finish? I doubt it. But OK... Ty Douglas Analysis of Arrival Traffic at the HUB with a Poisson Regression Model Good start, actually nearly done with log linear models and has found nothing (which is probably hertening). recommend also try inverse link Kary Myers Logistic Regression and Machine Learning from a Pneumonia Data Base Good start; this will lead into her summer work with Cooper, Wasserman et al. Jennifer Fridd Jessica Kitch Testing the Payout Distribution of Video Slot Machines with the Parametric Bootstrap Good start, looking forward to final product. Alan Charness Calculus Recitation Attendance on FCE Day, as a Function of Large Lecture FCE's Very nice start, using weighted logistic regression analysis. Needs to be more explicit about exploring multicollinearity and other anomalies. I want to be sure he is doing the weighted logistic regressions right. Christine Hou Phoebe Papageorgiou The Influence of Five Macroeconomic Time Series on Australia's GDP, 1959--1995 Looks like a good proposal for analysis. In addition please check resids from multiple regressions for time series structure either - directly - or by refitting with lme() and ts structure on the resids MISSING: Yoo Jin Chang (probably something about diabetes) Daily variation in blood sugar levels for insulin dependent diabetics based on data from http://blanche.polytechnique.fr/www.eark/ftp_site/ML_Repository/diabetes/ still waiting for interim report Manoo Halati Chraig Weiner Jian Bo Yu Relations between and time-dependencies of several daily world stock indices, 1995--1997. A reasonably good start messing around with detrending and deseasoning time series data; also tried fitting some ARIMA(p,1,0) models, for p a bit too large (11) but not awfully unreasonable. Not likely to get much besides mush out though.