The following courses have been approved by the Committee on Quantitative Methods in Social, Behavioral, and Health Sciences as appropriate for the minor in Quantitative Social Analysis and are listed by the three levels stipulated above (Basic Skills, Advanced Skills, and Quantitative Applications).
Basic Skills (One course; may not be satisfied with AP credit. Students who have already taken the SOSC Social Science Inquiry sequence or any of the Basic Skills courses previously completed as part of their majors may substitute additional Advanced Skills class in place of the Basic Skills course.)
| BIOS 20172 | Mathematical Modeling for Pre-Med Students |
| CHDV 20101 | Applied Statistics in Human Development Research |
| ECON 21010 | Statistical Methods in Economics |
| GISC 28702 | Introduction to GIS and Spatial Analysis |
| MACS 30500 | Computing for the Social Sciences |
| PBHS 32100 | Introduction to Biostatistics |
| PBPL 26400 | Quantitative Methods in Public Policy |
| PLSC 30500 | Introduction to Quantitative Social Sciences |
| PLSC 26969 | Quantitative Methods for Political Science |
| PSYC 20100 | Psychological Statistics |
| PSYC 20200 | Psychological Research Methods |
| PSYC 20250 | Introduction to Statistical Concepts and Methods |
| SOCI 20004 | Statistical Methods of Research |
| SOCI 20157 | Mathematical Models |
| SOCI 30004 | Statistical Methods of Research |
| SOSC 20111 | Inferential Statistics |
| SOSC 26006 | Foundations for Statistical Theory |
| SOSC 26009 | Introductory Statistical Methods |
| STAT 22000 | Statistical Methods and Applications |
| STAT 23400 | Statistical Models and Methods |
Advanced Skills (Two courses)
| CHDV 30102 | Introduction to Causal Inference |
| CHDV 32411 | Mediation, Moderation, and Spillover Effects |
| ECMA 31000 | Introduction to Empirical Analysis |
| ECMA 31130 | Topics in Microeconometrics |
| ECMA 31340 | Big Data Tools in Economics |
| ECMA 31360 | Causal Inference |
| ECON 21020 | Econometrics |
| ECON 21030 | Econometrics – Honors |
| ECON 21300 | Data Construction and Interpretation in Economic Applications |
| ECON 21410 | Computational Methods in Economics |
| ECON 21800 | Experimental Economics |
| MACS 31300 | AI Applications in the Social Sciences |
| PBHS 30910 | Epidemiology and Population Health |
| PBHS 32400 | Applied Regression Analysis |
| PBHS 32600 | Analysis of Categorical Data |
| PBHS 32700 | Biostatistical Methods |
| PBHS 32901 | Introduction to Clinical Trials |
| PBHS 33300 | Applied Longitudinal Data Analysis |
| PBHS 34500 | Machine Learning |
| PBHS 33500 | Statistical Applications |
| PBPL 28430 | International Trade, Banking and Capital Markets |
| PBPL 28550 | Social Experiments: Design and Generalization |
| PBPL 28820 | Machine Learning and Policy |
| PLSC 30700 | Introduction to Linear Models |
| PPHA 30545 | Machine Learning |
| SOCI 20112 | Applications of Hierarchical Linear Models |
| SOCI 20253 | Introduction to Spatial Data Science |
| SOCI 30005 | Statistical Methods of Research-II |
| SOSC 26007 | Overview of Quantitative Methods in the Social and Behavioral Sciences |
| SOSC 26008 | Principles and Methods of Measurement |
| STAT 22600 | Analysis of Categorical Data |
| STAT 24400 | Statistical Theory and Methods I |
| STAT 24500 | Statistical Theory and Methods II |
| STAT 27855 | Hypothesis Testing with Empirical Bayes Methodology |
| STAT 35920 | Applied Bayesian Modeling and Inference |
Quantitative Applications (Two courses)
| ECMA 36700 | Economics of Education |
| ECON 23410 | Economic Growth |
| ECON 24000 | Labor Economics |
| ECON 24450 | Inequality and the Social Safety Net: Theory, Empirics, and Policies |
| ECON 24720 | Inequality: Origins, Dimensions, and Policy |
| ECON 25000 | Introduction To Finance |
| ECON 25100 | Financial Economics; Speculative Markets |
|
ECON 25520 |
Development Economics and Data Analysis |
| ECON 26010 | Public Finance |
| ECON 26730 | Global Energy & Climate Challenge: Economics, Science & Policy |
| ECON 26800 | Energy and Energy Policy |
| ECON 27000 | International Economics |
| ECON 27700 | Health Economics and Public Policy |
| ECON 28000 | Industrial Organization |
| ECON 28060 | The Economics of Organizations: An Experimental Perspective |
| ECON 28100 | The Economics of Sports |
| ECON 28700 | The Economics of Crime |
| ECON 31750 | Topics on the Analysis of Randomized Experiments |
| ECON 35550 | The Practicalities of Running Randomized Control Trials |
| ENST 26530 | Environment, Agriculture, and Food: Economic and Policy Analysis |
| PBHS 35100 | Health Services Research Methods |
| PBPL 25910 | The Health of American Democracy |
| PBPL 28350 | Education and Development: Policy and Research |
| PBPL 28375 | Political Economy of Development |
| PBPL 28425 | Strategic Behavior and Regulation of Firms |
| PBPL 28538 | Political Economy of Natural Resources |
| PBPL 28765 | The Politics of Authoritarian Regimes |
| PBPL 28829 | Artificial Intelligence for Public Policy |
| PLSC 22400 | Public Opinion |
| PLSC 23501 | International Political Economy |
| PLSC 28110/48110 | Lab and Field Experiments in Comparative Politics and Policy |
| PLSC 31510 | Introduction to Text as Data for Social Science |
| PPHA 38520 | GIS Applications for Public Policy |
| PPHA 35577 | Big Data and Development |
| PSYC 26010 | Big Data in the Psychological Sciences |
| SOCI 20103 | Social Stratification |
| SOCI 20122 | Introduction to Population |
| SOCI 20192 | The Effects of Schooling |
| SOCI 20263 | Human Migration |
| SOCI 20264 | Wealth |
| SOCI 20275 | Sociology of Health and Aging |