图 书 馆
面向社会科学家的数据分析Data Analysis For Social Scientists |
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| 课程网址: | https://ocw.mit.edu/courses/14-310x-data-analysis-for-social-scie... |
| 主讲教师: | Prof. Esther Duflo; Dr. Sara Ellison |
| 开课单位: | 麻省理工学院 |
| 开课时间: | 2023-01-01 |
| 课程语种: | 英语 |
| 中文简介: |  |
| 课程简介: | This course introduces methods for harnessing data to answer questions of cultural, social, economic, and policy interest. We will start with essential notions of probability and statistics. We will proceed to cover techniques in modern data analysis: regression and econometrics, design of experiments, randomized control trials (and A/B testing), machine learning, and data visualization. We will illustrate these concepts with applications drawn from real-world examples and frontier research. Finally, we will provide instruction on the use of the statistical package R, and opportunities for students to perform self-directed empirical analyses. MITx Online This course draws materials from 14.310x Data Analysis for Social Scientists, which is part of the MicroMasters Program in Data, Economics, and Design of Policy offered by MITx Online. The MITx Online course is entirely free to audit, though learners have the option to pay a fee, which is based on the learner’s ability to pay, to take the proctored exam and earn a course certificate. To access that course, create an MITx Online account and enroll in the course 14.310x Data Analysis for Social Scientists. |
| 关 键 词: | 数据分析; 现实世界; 自主实证 |
| 课程来源: | 麻省理工学院公开课 |
| 数据采集: | 2024-04-10：chenjy |
| 最后编审: | 2024-04-10：chenjy |
| 阅读次数: | 4 |