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University of Maryland, College Park

Combining and Analyzing Complex Data

In this course you will learn how to use survey weights to estimate descriptive statistics, like means and totals, and more complicated quantities like model parameters for linear and logistic regressions. Software capabilities will be covered with R® receiving particular emphasis. The course will also cover the basics of record linkage and statistical matching—both of which are becoming more important as ways of combining data from different sources. Combining of datasets raises ethical issues which the course reviews. Informed consent may have to be obtained from persons to allow their data to be linked. You will learn about differences in the legal requirements in different countries.

Status: Statistical Analysis
Status: Data Analysis Software
Course10 hours

Featured reviews

AA

Reviewed Feb 11, 2021

Great course! Thanks, Professsor Valliant and Professor Frauke Kreuter.

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Jorge
3.0
Reviewed Jun 12, 2017
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5.0
Reviewed Jul 9, 2017
Roberto
5.0
Reviewed May 19, 2020
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Reviewed Mar 7, 2018
Daniele
3.0
Reviewed Apr 10, 2021
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Reviewed Jun 3, 2022
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Reviewed Feb 12, 2021
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5.0
Reviewed Nov 21, 2020
Thomas
5.0
Reviewed Sep 4, 2017
Omotayo
1.0
Reviewed Oct 26, 2023