QMSA Elective Methods Courses
APPENDIX B
Elective Quantitative Methods Courses for the MAPSS QMSA Concentration
2024-2025
(Note: This list needs to be updated quarterly.)
BUSN 37103 Data Driven Marketing
BUSN 37105 Data Science for Marketing Decision Making
BUSN 37107 Experimental Market
BUSN 37906 Applied Bayesian Econometrics
BUSN 37907 Behavioral Science Research Methods in Marketing
BUSN 40206 Healthcare Business Analytics
BUSN 40721 Healthcare Analytics Lab
BUSN 41100 Applied Regression Analysis
BUSN 41201 Big Data
BUSN 41203 Financial Econometrics
BUSN 41204 Machine Learning
BUSN 41600/ECPN 51400 Econometrics and Statistics Colloquium
BUSN 41903/STAT 32400 Applied Econometrics
BUSN 41910/STAT 33500 Time Series Analysis for Forecasting and Model Building
BUSN 41916 Bayes, AI and Deep Learning
CHDV 30102/MACS 50100/PBHS 43201/SOCI 30315/STAT 31900 Introduction to Causal Inference
ECMA 31000 Introduction to Empirical Analysis
ECMA 31130 Topics in Microeconometrics
ECMA 31320 Applications of Econometric and Data Science Methods
ECMA 31350 Machine Learning for Economists
ECMA 31360 Causal Inference
ECMA 31380 Causal Machine Learning
ECON 31000 Empirical Analysis I
ECON 31100 Empirical Analysis II
ECON 31200 Empirical Analysis III
ECON 31720 Applied Microeconometrics
ECON 31740/PPHA 48403 Optimization-Conscious Econometrics
ECON 31760 Topics in Modern Econometrics
ECON 33550 Spatial Economics
ECON 35003 Human Capital, Markets, and the Family
MACS 30519/SOCI 30519/ GEOG 30519 Spatial Cluster Analysis
MACS 33002 Introduction to Machine Learning
MACS 40101/SOCI 40248 Social Network Analysis
MAPS 31755 Longitudinal Research
PBHS 30910/ STAT 22810/ENST 27400/ HLTH 20910/PPHA 36410 Epidemiology and Population Health
PBHS 31001/STAT 35700 Epidemiologic Methods
PBHS 32410/STAT 22401 Regression Analysis for Health and Social Research
PBHS 32700/STAT 22700 Biostatistical Methods
PBHS 32901/STAT 35201 Introduction to Clinical Trials
PBHS 33300/STAT 36900 Applied Longitudinal Data Analysis
PBHS 33500/STAT 35800/CHDV 32702 Statistical Applications
PBHS 34500 Machine Learning
PBHS 40500 Advanced Epidemiologic Methods
PBHS 43010/STAT 35920 Applied Bayesian Modeling and Inference
PLSC 30600 Causal Inference
PLSC 40502 Data Analysis with Statistical Models
PLSC 57200/SOCI 50096 Network Analysis
PPHA 30545/30546 Machine Learning
PPHA 31102 Statistical Data Analysis II
PPHA 31202 Advanced Statistics for Data Analysis I
PPHA 31302 Advanced Statistics for Data Analysis II
PPHA 34600 Program Evaluation
PPHA 41300 Cost Benefit Analysis
PPHA 41400 Applied Regression Analysis
PPHA 41600 Survey Research Methodology
PPHA 41800/PSYC 47500 Survey Questionnaire Design
PPHA 42000 Applied Econometrics I
PPHA 42100 Applied Econometrics II
PPHA 42200 Applied Econometrics III
PSYC 36210 Mathematical Methods for Biological Sciences I
SOCI 30005 Statistical Methods of Research 2
SOCI 30112 Applications of Hierarchical Linear Models
SOCI 30253/MACS 54000 Introduction to Spatial Data Science
SOCI 30559 Spatial Regression Analysis
SOCI 40258 Causal Mediation Analysis
SOCI 40242 Parametric and Semi-parametric Methods of Categorical Data Analysis
SOCI 50132 Seminar: Causal Inference in Studies of Educational Interventions
STAT 22400/PBHS 32400 Applied Regression Analysis
STAT 24300 Numerical Linear Algebra
STAT 26100/33600 Time Dependent Data
STAT 30400 Distribution Theory
STAT 33100 Sample Surveys
STAT 34300 Applied Linear Statistical Methods
Note: STAT courses are only available for Autumn 2024; Students interested in taking ECMA or Econ courses shall contact Emma Rubenstein for approval)