APSTA-Syllabi

Course syllabi for the Applied Statistics for Social Science Research (A3SR) masters program

Statistics for the Behavioral and Social Sciences I: APSTA-GE 2001
Statistics for the Behavioral and Social Sciences II: APSTA-GE 2002
Intermediate Quantitative Methods: APSTA-GE 2003
Topics in Multivariate Analysis: APSTA-GE 2004
Supervised and Unsupervised Machine Learning: APSTA-GE 2011
Causal Inference: APSTA-GE 2012
Advanced Causal Inference: APSTA-GE 2018
MLM Nested and Longitudinal: APSTA-GE 2042
Generalized Linear and Mixed Models: APSTA-GE 2044
Messy Data and Machine Learning: APSTA-GE 2047
Ethics of Data Science: APSTA-GE 2062
Basic Statistics: APSTA-GE 2085
Applied Statistics Large Database in Applied Research: APSTA-GE 2110
Bayesian Inference: APSTA-GE 2123
Survey Research Methods: APSTA-GE 2139
Data Science for Social Impact: APSTA-GE 2331
Probability: APSTA-GE 2351
Statistical Computing: APSTA-GE 2352
Data Science Translation: APSTA-GE 2355
Statistical Consulting: APSTA-GE 2401