Professor Chang Tai Chao National Cheng Kung University STAT (886)
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1 Professor Chang Tai Chao National Cheng Kung University STAT (886) Education PhD, The Pennsylvania State University, University Park, Major: Statistics BSc, National Cheng Kung University, Major: Mathematics Professional Positions Other Associate Professor, Department of Statistics, National Cheng-Kung University. (August Present). Assistant Professor, Department of Statistics, National Cheng-Kung University. (August July 2004). Published Intellectual Contributions Book Chapters RESEARCH Chao, C. T. (2009). Proportional Sampling. Encyclopedia of Research Design. SAGE Publication. Chao, C. T. (2009). Quota Sampling. Encyclopedia of Research Design. SAGE Publication. Refereed Journal Articles Lin, F.-M., Chao, C.-T. (2014). Variances and variance estimators of the improved ratio estimators under adaptive cluster sampling. Environmental and Ecological Statistics, 21, Chao, C. T., Dryver, A. L., Chiang, T.-C. (2011). Leveraging the Rao-Blackwell Theorem to Improve Ratio Estimators in Adaptive Cluster Sampling [SCI, IF=1.18] [PRJ, DBS]. Environmental and Ecological Statistics, 18, Dryver, A., Chao, C. T. (2007). Ratio estimators in adaptive cluster sampling [SCI, IF=1] [PRJ, DBS]. Environmetrics, 18(6), Dryver, A. L., Chao, C. T. (2005). Analysis of adaptive cluster sampling utilizing standard statistical software without complex programming, PRJ/DBS. KMITL Science Journal, 5(1), Chao, C.T (2004). Ratio estimation on adaptive cluster sampling,. Journal of Chinese Statistical Association, 42(n/a), Chao, C. T. (2004). Selection of sampling units under a correlated population based on the eigensystem of the population covariance matrix [SCI, IF=1] [PRJ, DBS]. Environmetrics, 15(n/a),
2 Chao, C. T. (2003). Adaptive cluster sampling on stratified population [PRJ, DBS]. Journal of Chinese Statistical Association, 41(n/a), Chao, C. T. (2003). Markov chain Monte Carlo on adaptive sampling selections, [SCI, IF=1.18] [PRJ, DBS]. Environmental and Ecological Statistics, 10(n/a), Chao, C. T., Thompson, S. K. (2001). Optimal Adaptive Selection of Sampling Site, [SCI, IF=1], [PRJ, DBS]. Environmetrics, 12(6), Conference Proceedings Chao, C. T. (2012). Variances, variance estimators and the associated confidence intervals for the ratio estimators improved by Rao-Blackwellization in adaptive cluster sampling. International Statistical Ecology Conference. Chao, C. T., Dryver, A. L., Chiang, T.-C. (2010). Utilization of the Rao-Blackwellized Univariate Estimators to Improve the Ratio Estimators in Adaptive Cluster Sampling. 45th Scientific Meeting of the Italian Statistical Society. Chao, C. T. (2009). Ratio Estimators Improved by Rao-Blackwellization under Adaptive Cluster Sampling. Annual Meeting of Statistical Society of Canada. Chao, C. T., Lee, J.-Y. (2007). Cluster analysis on Model-Based Sampling. Lisbon, Portugal: ISI 2007, 56th Session of the International Statistical Institute (OIC, DBS). Chao, C. T., Lin, F.-M. (2007). Utilization of Multivariate Analysis Techniques on Model- Based Sampling. Salt Lake City, Utah: JSM 2007, The Section on Survey Research Methods of the American Statistical Association,(OIC, DBS). Chao, C. T., Chiang, T.-C. (2006). A comparison between ratio estimation and poststratification. Seattle, Washington: JSM 2006, The Section on Survey Research Methods of the American Statistical Association,(OIC, DBS). Chao, C. T., Chang, K.-C., Chiang, T.-C. (2006). Utilization of the auxiliary information in the inferences stage of sampling survey. n/a, Taiwan: Post-stratification or Ratio Estimation? CSR 2006 Survey Research Methodology Conference. Chao, C. T., Dryver, A. L. (2006). Ratio estimations in adaptive cluster sampling. Taiwan: The 5th Strait Statistics and Probability Conference. Chao, C. T., Lin, F.-M. (2005). Model-based sampling selection under an anisotropic population. Minneapolis, Minnesota: JSM 2005, The Section on Survey Research Methods of the American Statistical Association. (OIC, DBS). Dryver, L.A, Chao, C.T (2005). Analysis of adaptive cluster sampling utilizing standard software packages without complex programming. Bangkok, Thailand: The 2nd International Symposium on Mathematical, Statistical and Computer Sciences. Dryver, L.A, Chao, C. T. (2005). Ratio estimation in adaptive cluster sampling.. n/a, Malaysia: International Statistical Conference Statistics in the Technological Age". Chao, C. T. (2003). Model-based optimal selection of sampling units with computational ease.. San Francisco, California: JSM 2003,The Section on Survey Research Methods of the American Statistical Association. (OIC, DBS). Chao, C. T. (2003). Model-based sampling and principal component analysis. Tainan, Taiwan: Meeting of The Chinese Statistician Association. 2003, Taiwan (OIC, DBS).
3 Other Chao, C. T. (2002). Sampling units selection in model-based sampling. n/a, Taiwan: Meeting of The Chinese Statistician Association. 2002, Taiwan (OIC, DBS). Chao, C. T., Thompson, S. (1999). Incomplete Adaptive Cluster Sampling Designs. Baltimore, Maryland: JSM 1999,The Section on Survey Research Methods of the American Statistical Association. (OIC, DBS). Chao, C. T., Thompson, S. (1998). Adaptive Optimal Selection of Sampling Locations. Dallas, Texas: JSM 1998,The Section on Survey Research Methods of the American Statistical Association. (OIC, DBS). Chao, C. T. (1995). Evaluation of estimators in adaptive sampling [OIC]. Pittsburgh, Pennsylvania: Interface'95. Chao, C. T. (2012). Variance and variance estimation of the improved ratio estimators based on Rao-Blackwellization. Chao, C. T. (2010). Model-based Spatial Sampling Strategy on a Compact Domain. NSC Report, M MY2. Chao, C. T. (2008). Development of the optimal and other efficient model-based sampling strategies under the Space-Time Population Model, NSC Report, M Chao, C. T. (2006). Multivariate analysis techniques on model-based spatial sampling designs. N.S.C. Report, NSC M (OIC, DBS). Chao, C. T. (2005). Design-based sampling strategy under a log-gaussian population model. N.S.C. Report, NSC M (OIC, DBS). Chao, C. T. (2004). Regression estimation in adaptive cluster sampling; estimator, confidence interval and sample selection, N.S.C. Report, NSC M (OIC, DBS). Chao, C. T. (2003). Model-based sampling methods based on the principal components. Technical Report. Department of Statistics, College of Management, National Cheng- Kung University. (OIC, DBS). Chao, C. T. (2003). Ratio estimation on adaptive cluster sampling. Design-based, N.S.C. Report, NSC M (OIC, DBS). Chao, C.T (2003). Ratio estimation on adaptive cluster sampling. Technical Report. Department of Statistics, College of Management, National Cheng-Kung University. (OIC, DBS). Chao, C. T. (2002). Optimal model based adaptive sampling strategy with computational ease. N.S.C. Report, NSC M (OIC, DBS). Presentations Given Chao, C. T. (Author & Presenter), International Statistical Ecology Conference 2012, "Variances, variance estimators and the associated confidence intervals for the ratio estimators improved by Rao-Blackwellization in adaptive cluster sampling," International Statistical Ecology Conference, Norway. (July 2012). Chao, C. T. (Author & Presenter), Arthur, D. L. (Author), Chiang, T.-C. (Author), 45th Scientific Meeting of the Italian Statistical Society SIS 2010, "Utilization of the Rao- Blackwellized Univariate Estimators to Improve Ratio Estimators in Adaptive Cluster Sampling," The Italian Statistical Society, Padova, Italy. (May 2010).
4 Chao, C. T. (Author & Presenter), Dryver, A. L. (Author), Chiang, T.-C. (Author), Annual Meeting of Statistical Society of Canada 2009, "Ratio Estimators Improved by Rao- Blackwellization under Adaptive Cluster Sampling," Vancouver, Canada. (June 2009). Chao, C. T. (Author & Presenter), Meeting of The Chinese Statistician Association 2008, "2008,Utilization of Multivariate Analysis Techniques on Model-based Sampling Selection Methods," Taipei, Taiwan. (2008). Chao, C.-T., Lee, J.-Y., ISI 2007, 56th Session of the International Statistical Institute (OIC, DBS), "Cluster analysis on Model-Based Sampling," Lisbon, Portugal. (August 2007). Chao, C.-T., Lin, F.-M., JSM 2007, The Section on Survey Research Methods of the American Statistical Association,(OIC, DBS), "Utilization of Multivariate Analysis Techniques on Model-Based Sampling," Salt Lake City, Utah. (August 2007). Ma, M.-C. (Author), Chao, C. T. (Author), Su, F.-Y. (Author & Presenter), The 16th Southern Taiwan Statistical Conference, "A Unified Approach to Abundance-Based Similarity Indices," Kaohsiung, Taiwan. (June 2007). Chao, C.T, Chiang, T.C, JSM 2006, The Section on Survey Research Methods of the American Statistical Association,(OIC, DBS), "A comparison between ratio estimation and post-stratification," Seattle, Washington. (August 2006). Chao, C.T, Chang, K.C, Chiang, T.C, Post-stratification or Ratio Estimation? CSR 2006 Survey Research Methodology Conference, "Utilization of the auxiliary information in the inferences stage of sampling survey," n/a, Taiwan. (January 2006). Chao, C.T, Dryver, L.A, The 5th Strait Statistics and Probability Conference, "Ratio estimations in adaptive cluster sampling," Taiwan. (January 2006). Chao, C.T, Lin, F.M, JSM 2005, The Section on Survey Research Methods of the American Statistical Association. (OIC, DBS), "Model-based sampling selection under an anisotropic population," Minneapolis, MInnesota. (August 2005). Dryver, L.A, Chao, C.T, International Statistical Conference Statistics in the Technological Age", "Ratio estimation in adaptive cluster sampling.," n/a, Malaysia. (January 2005). Dryver, L.A, Chao, C.T, The 2nd International Symposium on Mathematical, Statistical and Computer Sciences, "Analysis of adaptive cluster sampling utilizing standard software packages without complex programming," Bangkok, Thailand. (January 2005). Chao, C.-T., JSM 2003,The Section on Survey Research Methods of the American Statistical Association. (OIC, DBS), "Model-based optimal selection of sampling units with computational ease.," San Francisco, California. (January 2003). Chao, C.T, Meeting of The Chinese Statistician Association. 2003, Taiwan (OIC, DBS), "Model-based sampling and principal component analysis," Tainan, Taiwan. (January 2003). Chao, C.-T., Meeting of The Chinese Statistician Association, "Sampling units selection in model-based sampling," TaiChung, Taiwan. (June 2002). Chao, C.T, Meeting of The Chinese Statistician Association. 2002, Taiwan (OIC, DBS), "Sampling units selection in model-based sampling," n/a, Taiwan. (January 2002). Chao, C.-T., The 3rd Strait Statistics and Probability Conference, "Optimal sampling strategy with a lognormal model," Taipei, Taiwan. (July 2001).
5 Chao, C.-T., Thompson, S., JSM 1999,The Section on Survey Research Methods of the American Statistical Association. (OIC, DBS), "Incomplete Adaptive Cluster Sampling Designs," Baltimore, Maryland. (August 1999). Chao, C.-T., Current Topic in Survey sampling, "Optimal sampling strategy with a lognormal model," Lincoln, Nebraska. (November 1998). Chao, C.-T., Thompson, S., JSM 1998,The Section on Survey Research Methods of the American Statistical Association. (OIC, DBS), "Adaptive Optimal Selection of Sampling Locations," Dallas, Texas. (August 1998). Chao, C.-T., Interface'95, "Evaluation of estimators in adaptive sampling," Pittsburgh, Pennsylvania. (May 1995). Contracts, Grants and Sponsored Research Grant Chao, C. T. (Principal), Liu, Y.-M. (Co-Principal), "Evaluation of the Survey Design in the Survey of Household Health Care Expenditure," Sponsored by Ministry of Health and Welfare, Federal, $2,560, (January 1, December 31, 2015). Chao, C. T. (Principal), Ma, M.-C. (Principal), "A Study on the Improvement of the Agriculture Statistics," Sponsored by Council of Agriture, Executive Yuan, Federal, $2,889, (January 1, December 1, 2015). Chao, C. T. (Principal), "Study on the Integration of 2014 Agricultural," Sponsored by Council of Agriture, Executive Yuan, Federal, $5,450, (January 1, December 1, 2015). Chao, C. T. (Principal), Liu, Y.-M. (Co-Principal), "Evaluation of the Survey Design in the Survey of Household Health Care Expenditure," Sponsored by Ministry of Health and Welfare, Federal, $2,500, (January 1, December 31, 2014). Chao, C. T. (Principal), Ma, M.-C. (Principal), Chang, R.-H. (Principal), "A Study on Sampling Design and Survey Method for Management Situation of Agricultural Stock Raising," Sponsored by Council of Agriture, Executive Yuan, Federal, $3,346, (January 1, December 1, 2014). Chao, C. T. (Principal), Ma, M.-C. (Principal), "A Study on Sampling Design and Survey Method for Management Situation of Agricultural Stock Raising," Sponsored by Council of Agriculture, Executive, Federal, $900, (January 1, December 30, 2013). Chao, C.-T., "Variance and variance estimation of the improved ratio estimators based on Rao-Blackwellization," Sponsored by National Science Council, National Cheng Kung University, $413, (August June 2012). Chao, C.-T., "Spatial Model-Based Sampling Strategy on a Compact Domain," Sponsored by National Science Council, National Cheng Kung University, $1,009, (August June 2010). Chao, C.-T., "Development of the optimal and other efficient model-based sampling strategies under the Space-Time Population Model," Sponsored by National Science Council, National Cheng Kung University, $1.00. (2007). Chao, C.-T., "Optimal Sampling Strategy under a partially known population model," Sponsored by National Science Council, National Cheng Kung University, $1.00. (2006).
6 Chang, K.-C., Chao, C.-T., "Comprehensive and Extensive Research on Special Ratio Type Estimators in Sampling Survey with their Applications," Sponsored by National Science Council, National Cheng Kung University, $1.00. (2005). Chao, C.-T., "Multivariate Analysis on Model-based Spatial Sampling Design," Sponsored by National Science Council, National Cheng Kung University, $1.00. (2005). Chao, C.-T., "Design based sampling strategy under a correlated Log-gaussian population model," Sponsored by National Science Council, National Cheng Kung University, $1.00. (2004). Zen, M.-M., "An investigation on concepts and applications of statistics and association with internet learning environment(3/3)," Sponsored by National Science Council, National Cheng Kung University, $1.00. (2003). Chao, C.-T., "Regression Estimation in Adaptive Cluster Sampling; Estimator, Confidence Interval and Sample selection," Sponsored by National Science Council, National Cheng Kung University, $1.00. (2003). Zen, M.-M., "An investigation on concepts and applications of statistics and association with internet learning environment(3/2)," Sponsored by National Science Council, National Cheng Kung University, $1.00. (2002). Chao, C.-T., "Ratio Estimation on Adaptive Cluster Sampling; Design-based," Sponsored by National Science Council, National Cheng Kung University, $1.00. (2002). Zen, M.-M., "An investigation on concepts and applications of statistics and association with internet learning environment(1/3)," Sponsored by National Science Council, National Cheng Kung University, $1.00. (2001). Chao, C.-T., "Optimal Model Based Adaptive Sampling Strategy with Computational Ease," Sponsored by National Science Council, National Cheng Kung University, $1.00. (2001). Chao, C.-T., "Incomplete Adaptive Cluster Sampling," Sponsored by National Science Council, National Cheng Kung University, $1.00. (2000). Department Service SERVICE Committee Chair, Chair of Department Statistics and Survey Center Committee. ( Present). Committee Member, Member for various committees in Statistics Department. ( ). Committee Member, Vice-chair of Department Statistics and Survey Committee. ( ). Committee Member, Vice-chair of Department Academic Committee. ( ). University Service Committee Member, Committee of Campus Traffic Management. (August July 2008). Committee Member, Committee of Campus Traffic Security. (August July 2008). Professional Service Advisory counsellor, Agricultural Technology Research Institute. (January 1, Present).
7 Committee Member, Directorate-General of Budget, Accounting and Statistics, Executive Yuan. (January 1, Present). Editor, Associate Editor, Associated editor of Journal of Probability and Statistical Science. ( Present). Reviewer, Paper or Article, American Statisticians, Journal of Official Statistics, Journal of Probability and Statistical Science, Environmetrics, Communication in Statistics, Statistics Sinica, Environmental And Ecological Statistics, Journal of Statistical Planning and Inference, Journal of the Royal Statistical Society-Series C, Survey Methodology, Journal of Data Science. ( Present). Committee Member, The Examination Yuan. (2014). Committee Member, The Examination Yuan. (2010). College of Science, Sultan Qaboos University. (October November 2008). Public Service Second lieutenant, training instructor and platoon leader, Chung Cheng Armed Forces Preparatory School. (January ).
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