Courses offered for Master of Sciences in Applied Statistics for Business Analytics and Intelligence: BA&I
Graduate School of Applied Statistics, National Institute of Development Administration
Regular Program Semester 2/2017
1. AS 7306 Quantitative Risk Analytics and Intelligence
Credit scoring with linear probability model; fraud detection with discriminant analysis; bankruptcy model with logistic regression analysis; behavioral analysis with survival analysis; risk measurement and simulation with Markov chain model.
Associate Professor Duanpen Teerawanviwat, Ph.D.
Assistant Professor Preecha Vichitthamaros, Ph.D.
Date and Time: TBA
2. AS 7303 Marketing Analytics and Intelligence
Investigating consumer behavior through survey research and questionnaire design, customer satisfaction measurement with exploratory factor analysis and psychometric models, brand positioning through multidimensional scaling and correspondence analysis, new product design and development through conjoint analysis, new product testing and usability study with experiments.
Ajarn Arnond Sakworawich, Ph.D.
Date and Time: TBA
3. AS 7305 Financial Analytics and Intelligence
Valuation and financial feasibility with basicfinancial mathematics, fundamental analysis with financial statement analysis, investment portfolio theory and capital asset pricing model with simple regression analysis, arbitrage pricing model with multiple regression analysis,
technical analysis with time-series data analysis.
Ajarn Arnond Sakworawich, Ph.D.
Associate Professor Pachitchanat Siripanich, Ph.D.
Date and Time: TBA
4. AS 6002 Statistical Information Technology
Statistical information technology; information system development ; primary and secondary data collection; database retrieval; data quality investigation; and data editing.
Assistant Professor Preecha Vichitthamaros, Ph.D.
Associate Professor Pachitchanat Siripanich, Ph.D.
Date and Time: TBA
5. AS 9000 Independent Study (BA&R)
Students choose their own interesting topics to study by themselves, the topics must be approved by a faculty member who is responsible for the course, the students are required to write the reports.
Date and Time: TBA
6. LC 4002 Integrated English Language Skills Development
Course contents and teaching activities focus on the integrated skills of listening, speaking, reading and writing with a particular emphasis on academic writing at the introductory level.
Date and Time: TBA
7. AS 7308 Human Resource Management Analytics and Inteligence
Measuring employee engagement and organizational attitude through confirmatory factor analysis; succession planning through canonical correlation and multivariate multiple regression analysis; investigating organizational behavior through path analysis and structural equation modeling.
Associate Professor Duanpen Teerawanviwat, Ph.D.
Ajarn Arnond Sakworawich, Ph.D.
Date and Time: TBA
Special Program Semester 2/2017
1. AS 7306 Quantitative Risk Analytics and Intelligence
Credit scoring with linear probability model; fraud detection with discriminant analysis; bankruptcy model with logistic regression analysis; behavioral analysis with survival analysis; risk measurement and simulation with Markov chain model.
Associate Professor Duanpen Teerawanviwat, Ph.D.
Assistant Professor Preecha Vichitthamaros, Ph.D.
Date and Time: TBA
2. AS 7303 Marketing Analytics and Intelligence
Investigating consumer behavior through survey research and questionnaire design, customer satisfaction measurement with exploratory factor analysis and psychometric models, brand positioning through multidimensional scaling and correspondence analysis, new product design and development through conjoint analysis, new product testing and usability study with experiments.
Ajarn Arnond Sakworawich, Ph.D.
Date and Time: TBA
3. AS 7305 Financial Analytics and Intelligence
Valuation and financial feasibility with basicfinancial mathematics, fundamental analysis with financial statement analysis, investment portfolio theory and capital asset pricing model with simple regression analysis, arbitrage pricing model with multiple regression analysis,
technical analysis with time-series data analysis.
Ajarn Arnond Sakworawich, Ph.D.
Associate Professor Pachitchanat Siripanich, Ph.D.
Date and Time: TBA
4. AS 4003 English for Applied Statistics
Skill and tactics for reading textbooks in the fields related to applied statistics; word analysis for defining meanings; study on sentence structures to understand the meanings of the sentences; practice basic English writing with emphasis on combination and reduction on sentence patterns, as well as paragraph writing; and speaking and listening English in the context of related field.
Date and Time: TBA
5. AS 6002 Statistical Information Technology
Statistical information technology; information system development ; primary and secondary data collection; database retrieval; data quality investigation; and data editing.
Assistant Professor Preecha Vichitthamaros, Ph.D.
Associate Professor Pachitchanat Siripanich, Ph.D.
Date and Time: TBA
6. AS6001 Statistical Analysis
Statistics and statistical operations; data collection; presentation of data by tables, charts and graphs; descriptive statistics; introduction to probability; probability distributions of random variables; central limit theorem; one–sample and two–sample tests; one–way analysis of variance; two–way analysis of variance and more; correlation analysis; simple linear regression; multiple linear regression; chi–square tests; introduction to time series analysis; and nonparametric tests. Emphasis is on analysis of data.
Associate Professor Pachitchanat Siripanich, Ph.D.
Date and Time: TBA
Business Analytics and Data Science@ NIDA 