COURSE

UGOD5020

Quantitative Social Science

Society Hub / Urban Governance and Design · 3 Credits

This course builds on the knowledge of the linear regression models to introduce students advanced statistical methods to analyze survey, administrative and other types of data of interest to quantitative social scientists. The introduction of statistical methods is integrated into research contexts and designs from a holistic framework and bridge quantitative social science and computational social science (data science). Topics include measurement, prediction, causal inference, natural experiment and program evaluation (difference-in-differences, panel data, instrumental variables, regression discontinuity), applied to both survey and big data.

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仅展示 2026-27 Fall;历史教学班可通过学期筛选查看。

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官方 Course Catalog

按 Semester 保存的 UG/PG 目录快照;这些记录不代表一定存在可选的 Section。

2026-27 Fall · PG

3 Credits

官方数据更新时间: 2026-08-28 05:35:00

背景: Fundamental knowledge in probability and statistics, and software packages

历史目录与其他学期
2025-26 Spring · PG

3 Credits

官方数据更新时间: 2026-08-06 14:55:26

背景: Fundamental knowledge in probability and statistics, and software packages

2025-26 Winter · PG

3 Credits

官方数据更新时间: 2026-08-06 14:55:26

背景: Fundamental knowledge in probability and statistics, and software packages

2025-26 Fall · PG

3 Credits

官方数据更新时间: 2026-08-06 14:55:26

背景: Fundamental knowledge in probability and statistics, and software packages

2024-25 Summer · PG

3 Credits

官方数据更新时间: 2026-08-06 14:55:26

背景: Fundamental knowledge in probability and statistics, and software packages

2024-25 Spring · PG

3 Credits

官方数据更新时间: 2026-08-06 14:55:26

背景: Fundamental knowledge in probability and statistics, and software packages

2024-25 Winter · PG

3 Credits

官方数据更新时间: 2026-08-06 14:55:26

背景: Fundamental knowledge in probability and statistics, and software packages

2024-25 Fall · PG

3 Credits

官方数据更新时间: 2026-08-06 14:55:26

背景: Fundamental knowledge in probability and statistics, and software packages