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Pannapa Changpetch

Assistant Professor, Mathematical Sciences
Ph.D., Pennsylvania State University , 2012
Office: Morison Hall 337 | 781.891._2267 | pchangpetch@bentley.edu
Department Phone: 781.891._2267
                       


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Research Interests

• Linear models • Time series analysis • Statistical process control and design of experiment • Data mining and association rules analysis

Awards and Honors

2015, Valente Center Research Fellowship , Bentley University
2011, William L. Harkness Teaching Award, Department of Statistics at Penn State

Publications

Journal Article(s)
Changpetch, P., Haughton, D. M. Associations and determinants of tobacco consumption in Thailand. Forthcoming

Changpetch, P., Haughton, D. M. (2018). Sociological mechanisms underlying alcohol, tobacco and gambling -- a causal mediation analysis.

Changpetch, P., Haughton, D. M. (2017). Alcohol Consumption and Age in Thailand from 2006 to 2011: An exploration of non-linear relationships.

Changpetch, P. (2017). Gambling consumers in Thailand.

Changpetch, P., Lin, D. K. (2016). Equivalent Models in Association Rules Analysis. Journal of Data Science.

Changpetch, P., Haughton, D. M., Le, M. T., Ly, S., Nguyen, P., Thach, T. T. (2016). Alcohol Consumption in Thailand: A Study of the Associations between Alcohol, Tobacco, Gambling, and Demographic Factors. Asian Journal of Social Sciences and Humanities.

Changpetch, P., Lin, D. K. (2015). Model Selection for Poisson Regression via Association Rules Analysis. International Journal of Statistics and Probabilities.

Changpetch, P., Lin, D. K. (2015). Interesting measures Comparison for Association Rules Analysis. International Journal of Computer Science Issues.

Changpetch, P., Lin, D. K. (2013). Selection for Multinomial Logit Models via Association Rules Analysis. WIREs Computational Statistics, 5 (1), 68-77.

Changpetch, P., Lin, D. K. (2013). Model Selection for Logistic Regression via Association Rules Analysis. Journal of Computational Statistics and Simulations, 83 (8), 1415-1428.

Changpetch, P., Nembhard, H. B. (2008). Periodic Cuscore Charts to Detect Step Shifts in Autocorrelated Processes. Quality and Reliability Engineering International, 24 (8), 911-926.

Nembhard, H. B., Changpetch, P. (2007). Directed Monitoring Using Cuscore Charts for Seasonal Time Series. Quality and Reliability Engineering International, 23 (2), 219-232.

Conference Presentations

Changpetch, P. (2018). "Variables and Interactions Generation for the Logistic Regression Model via TreeNet and Association Rules." Presented at the JSM 2018.

Changpetch, P. (2017). "Tobacco consumption in Thailand: A study of the nonlinear relationships between tobacco, alcohol, gambling, and demographic factors." Presented at the JSM 2017.

Changpetch, P. (2016). "Alcohol consumption in Thailand." Presented at the International Conference on Operation Research.

Changpetch, P. (2013). "Model selection for Poisson regression via association rules analysis." Presented at the JSM 2013.

Changpetch, P. (2012). "Model Selection for Categorical Data when the Interaction Effect is Presented." Presented at the ASA's JSM 2012, San Diego, California.

Changpetch, P. (2012). "Model Selection for Categorical Data when the Interaction Effect is Presented." Presented at the NES/MAA 2012, Bridgewater, Massachusetts.

Changpetch, P. (2011). "Model Selection for Multinomial Response via Association Rules Analysis." Presented at the ASA's JSM 2011, Miami Beach, Florida.

Changpetch, P. (2010). "Diagnosing Lymph Disease Using a Logistic Model Selection Framework." Presented at the CIHDS 2010, Penn State University .

Changpetch, P. (2010). "Logistic Model Selection via Association Rules Analysis." Presented at the ASA's JSM 2010, Vancouver.