Homepage of BSM RES (2023) and former RES courses with publications and topics Undergraduate research journal:http://msp.org/involve/about/journal/about.html/

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• Research Description for the Fall semester, 2021: Regularity Based Spectral Clustering
• Research Description for Summer 2021: Causal Vector Autoregression
• Python program for the Causal VAR model
• Python notebook with examples
• Survey paper (Causality for the summer research, 2021)
• Recursive regression (RZP for the summer research, 2021)
• Granger causality in multivariate time series (for the summer research, 2021)
• Figure (belief propagation)
• Figure (collision V violates RZP)
• Figure (Possible COVID causal graph)
• Figure (Pain clinic nonpar. regr.)
• Our progress in both topics
• Writeup of the COVID-graph group
• Paper to appear in the Elsevier Journal Econometrics and Statistics about nonparametric regression on chain graphs (2020)
• Nonparametric regression (summary)
• Racine's paper
• Racine's and Li's paper on product kernels
• C. J. Stone's original paper about local averaging estimators (Ann. Stat. 1977)
• Lauritzen and Spiegelhalter's paper about expert systems (1988)
• Chain graph models + pain clinic (Wermuth, Sadeghi, 2012)
• Wermuth: other analysis of the pain clinic data (2012)
• Wermuth and Cox: other mention of the pain clinic data (2015)
• Wermuth's paper (2015)
• Cox and Wermuth' paper on effect reversal, J. R. Statist. Soc. B (2003)
• Notion of conditional independence and log-linear models
• Cochran's formula
• Simpson paradox: New York Times paper (1979)
• Simpson's paper
• Cochran's paper
• Case of discrete distributions
• Some association measures and their collapsibility
• Former research writeup: Joan Wang, Max Del Giudice, Clustering Migration Data via Singular Value Decomposition (2012).
• Former research (2013) published in Linear Algebra and Its Applications 73 (2015), 359-376:
  M. Bolla, B. Bullins, S. Chaturapruek, S. Chen, K. Friedl, Spectral properties of modularity matrices (more information)
• Former research (2015): Bolla, M., Kim, E., Koo, C. W., Properties of the multiway discrepancy, arXiv:1609.08079 [MATH.CO] download