課程信息

2,452 次近期查看

學生職業成果

17%

通過此課程獲得實實在在的工作福利
可分享的證書
完成後獲得證書
100% 在線
立即開始,按照自己的計劃學習。
可靈活調整截止日期
根據您的日程表重置截止日期。
完成時間大約為9 小時
英語(English)
字幕:英語(English)

學生職業成果

17%

通過此課程獲得實實在在的工作福利
可分享的證書
完成後獲得證書
100% 在線
立即開始,按照自己的計劃學習。
可靈活調整截止日期
根據您的日程表重置截止日期。
完成時間大約為9 小時
英語(English)
字幕:英語(English)

提供方

马里兰大学帕克分校 徽標

马里兰大学帕克分校

教學大綱 - 您將從這門課程中學到什麼

1

1

完成時間為 2 小時

Basic Estimation

完成時間為 2 小時
7 個視頻 (總計 69 分鐘), 6 個閱讀材料, 1 個測驗
7 個視頻
Overview7分鐘
Basic R examples15分鐘
Basic R examples (continued)13分鐘
Degrees of Freedom7分鐘
Estimating Means7分鐘
Multistage samples5分鐘
Quantile estimation in R10分鐘
6 個閱讀材料
Slides10分鐘
Slides10分鐘
Slides10分鐘
Slides10分鐘
Slides (continued)10分鐘
Slides10分鐘
1 個練習
Course 6 Module 114分鐘
2

2

完成時間為 2 小時

Models

完成時間為 2 小時
8 個視頻 (總計 50 分鐘), 8 個閱讀材料, 1 個測驗
8 個視頻
Estimation Method3分鐘
Linear Models5分鐘
Diagnostics in R8分鐘
Linear Models in Stata5分鐘
Logistic Models in R4分鐘
Odds Ratios8分鐘
Logistic Regression in Stata6分鐘
8 個閱讀材料
Slides10分鐘
Slides10分鐘
Slides10分鐘
Slides10分鐘
Slides10分鐘
Slides10分鐘
Slides10分鐘
Slides10分鐘
1 個練習
Course 6 Module 214分鐘
3

3

完成時間為 3 小時

Record Linkage

完成時間為 3 小時
4 個視頻 (總計 38 分鐘), 12 個閱讀材料, 1 個測驗
4 個視頻
Gentle Introduction9分鐘
Challenges8分鐘
Key Techniques11分鐘
12 個閱讀材料
Improving Federal Statistics Using Multiple Data Sources10分鐘
Longitudinal Employer-Household Dynamics (LEHD)10分鐘
Impact of Research on Innovation, Competition and Science10分鐘
Slides10分鐘
Slides - Introduction10分鐘
Technical Overview - Software10分鐘
Slides: Challenges10分鐘
Slides10分鐘
Record Linkage (Herzog/Scheuren/Winkler 2010)10分鐘
Febrl - A Freely Available Record Linkage System (Christen)10分鐘
Machine Learning and Record Linkage (Winkler 2011)10分鐘
Privacy Preserving Record Linkage (Schnell et al. 2009)10分鐘
1 個練習
Quiz 3 - Record Linkage10分鐘
4

4

完成時間為 1 小時

Ethics

完成時間為 1 小時
5 個視頻 (總計 23 分鐘), 3 個閱讀材料, 1 個測驗
5 個視頻
Linkage Consent and Consent Bias8分鐘
Correlates of Consent3分鐘
Bias in Administrative Estimates2分鐘
Optimizing Linkage Consent6分鐘
3 個閱讀材料
Slides10分鐘
Assessing the Magnitude of Non-Consent Biases (Sakshaug & Kreuter 2012)10分鐘
Placement, Wording and Interviewers (Sakshaug et al.)10分鐘
1 個練習
Quiz - Linkage Consent10分鐘

關於 Survey Data Collection and Analytics 專項課程

This specialization covers the fundamentals of surveys as used in market research, evaluation research, social science and political research, official government statistics, and many other topic domains. In six courses, you will learn the basics of questionnaire design, data collection methods, sampling design, dealing with missing values, making estimates, combining data from different sources, and the analysis of survey data. In the final Capstone Project, you’ll apply the skills learned throughout the specialization by analyzing and comparing multiple data sources. Faculty for this specialisation comes from the Michigan Program in Survey Methodology and the Joint Program in Survey Methodology, a collaboration between the University of Maryland, the University of Michigan, and the data collection firm Westat, founded by the National Science Foundation and the Interagency Consortium of Statistical Policy in the U.S. to educate the next generation of survey researchers, survey statisticians, and survey methodologists. In addition to this specialization we offer short courses, a summer school, certificates, master degrees as well as PhD programs....
Survey Data Collection and Analytics

常見問題

  • Access to lectures and assignments depends on your type of enrollment. If you take a course in audit mode, you will be able to see most course materials for free. To access graded assignments and to earn a Certificate, you will need to purchase the Certificate experience, during or after your audit. If you don't see the audit option:

    • The course may not offer an audit option. You can try a Free Trial instead, or apply for Financial Aid.

    • The course may offer 'Full Course, No Certificate' instead. This option lets you see all course materials, submit required assessments, and get a final grade. This also means that you will not be able to purchase a Certificate experience.

  • When you enroll in the course, you get access to all of the courses in the Specialization, and you earn a certificate when you complete the work. Your electronic Certificate will be added to your Accomplishments page - from there, you can print your Certificate or add it to your LinkedIn profile. If you only want to read and view the course content, you can audit the course for free.

  • If you subscribed, you get a 7-day free trial during which you can cancel at no penalty. After that, we don’t give refunds, but you can cancel your subscription at any time. See our full refund policy.

  • Yes, Coursera provides financial aid to learners who cannot afford the fee. Apply for it by clicking on the Financial Aid link beneath the "Enroll" button on the left. You'll be prompted to complete an application and will be notified if you are approved. You'll need to complete this step for each course in the Specialization, including the Capstone Project. Learn more.

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