Informações sobre o curso
4.2
29 classificações
4 avaliações
100% online

100% online

Comece imediatamente e aprenda em seu próprio cronograma.
Prazos flexíveis

Prazos flexíveis

Redefinir os prazos de acordo com sua programação.
Horas para completar

Aprox. 8 horas para completar

Sugerido: 7 hours/week...
Idiomas disponíveis

Inglês

Legendas: Inglês
100% online

100% online

Comece imediatamente e aprenda em seu próprio cronograma.
Prazos flexíveis

Prazos flexíveis

Redefinir os prazos de acordo com sua programação.
Horas para completar

Aprox. 8 horas para completar

Sugerido: 7 hours/week...
Idiomas disponíveis

Inglês

Legendas: Inglês

Programa - O que você aprenderá com este curso

Semana
1
Horas para completar
2 horas para concluir

Basic Estimation

After completing Modules 1 and 2 of this course you will understand how to estimate descriptive statistics, overall and for subgroups, when you deal with survey data. We will review software for estimation (R, Stata, SAS) with examples for how to estimate things like means, proportions, and totals. You will also learn how to estimate parameters in linear, logistic, and other models and learn software options with emphasis on R. Module 3 and 4 discuss how you can add additional data to your analysis. This requires knowing about record linkage techniques, and what it takes to get permission to link data....
Reading
7 vídeos (total de (Total 69 mín.) min), 6 leituras, 1 teste
Video7 videos
Basic R examples15min
Basic R examples (continued)13min
Degrees of Freedom7min
Estimating Means7min
Multistage samples5min
Quantile estimation in R10min
Reading6 leituras
Slides10min
Slides10min
Slides10min
Slides10min
Slides (continued)10min
Slides10min
Quiz1 exercício prático
Course 6 Module 114min
Semana
2
Horas para completar
2 horas para concluir

Models

Module 2 covers how to estimate linear and logistic model parameters using survey data. After completing this module, you will understand how the methods used differ from the ones for non-survey data. We also cover the features of survey data sets that need to be accounted for when estimating standard errors of estimated model parameters....
Reading
8 vídeos (total de (Total 50 mín.) min), 8 leituras, 1 teste
Video8 videos
Estimation Method3min
Linear Models5min
Diagnostics in R8min
Linear Models in Stata5min
Logistic Models in R4min
Odds Ratios8min
Logistic Regression in Stata6min
Reading8 leituras
Slides10min
Slides10min
Slides10min
Slides10min
Slides10min
Slides10min
Slides10min
Slides10min
Quiz1 exercício prático
Course 6 Module 214min
Semana
3
Horas para completar
3 horas para concluir

Record Linkage

Module starts with the current debate on using more (linked) administrative records in the U.S. Federal Statistical System, and a general motivation for linking records. Several examples will be given on why it is useful to link data. Challenges of record linkage will be discussed. A brief overview over key linkage techniques is included as well....
Reading
4 vídeos (total de (Total 38 mín.) min), 12 leituras, 1 teste
Video4 videos
Gentle Introduction9min
Challenges8min
Key Techniques11min
Reading12 leituras
Improving Federal Statistics Using Multiple Data Sources10min
Longitudinal Employer-Household Dynamics (LEHD)10min
Impact of Research on Innovation, Competition and Science10min
Slides10min
Slides - Introduction10min
Technical Overview - Software10min
Slides: Challenges10min
Slides10min
Record Linkage (Herzog/Scheuren/Winkler 2010)10min
Febrl - A Freely Available Record Linkage System (Christen)10min
Machine Learning and Record Linkage (Winkler 2011)10min
Privacy Preserving Record Linkage (Schnell et al. 2009)10min
Quiz1 exercício prático
Quiz 3 - Record Linkage10min
Semana
4
Horas para completar
1 hora para concluir

Ethics

This module will discuss key issues in obtaining consent to record linkage. Failure to consent can lead to bias estimates. Current research examples will be given as well as practical suggestions on how to obtain linkage consent. ...
Reading
5 vídeos (total de (Total 23 mín.) min), 3 leituras, 1 teste
Video5 videos
Linkage Consent and Consent Bias8min
Correlates of Consent3min
Bias in Administrative Estimates2min
Optimizing Linkage Consent6min
Reading3 leituras
Slides10min
Assessing the Magnitude of Non-Consent Biases (Sakshaug & Kreuter 2012)10min
Placement, Wording and Interviewers (Sakshaug et al.)10min
Quiz1 exercício prático
Quiz - Linkage Consent10min

Instrutores

Avatar

Richard Valliant, Ph.D.

Research Professor
Joint Program in Survey Methodology

Sobre Universidade de Maryland, College Park

The University of Maryland is the state's flagship university and one of the nation's preeminent public research universities. A global leader in research, entrepreneurship and innovation, the university is home to more than 37,000 students, 9,000 faculty and staff, and 250 academic programs. Its faculty includes three Nobel laureates, three Pulitzer Prize winners, 47 members of the national academies and scores of Fulbright scholars. The institution has a $1.8 billion operating budget, secures $500 million annually in external research funding and recently completed a $1 billion fundraising campaign. ...

Sobre o Programa de cursos integrados Survey Data Collection and Analytics

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

Perguntas Frequentes – FAQ

  • Ao se inscrever para um Certificado, você terá acesso a todos os vídeos, testes e tarefas de programação (se aplicável). Tarefas avaliadas pelos colegas apenas podem ser enviadas e avaliadas após o início da sessão. Caso escolha explorar o curso sem adquiri-lo, talvez você não consiga acessar certas tarefas.

  • Quando você se inscreve no curso, tem acesso a todos os cursos na Especialização e pode obter um certificado quando concluir o trabalho. Seu Certificado eletrônico será adicionado à sua página de Participações e você poderá imprimi-lo ou adicioná-lo ao seu perfil no LinkedIn. Se quiser apenas ler e assistir o conteúdo do curso, você poderá frequentá-lo como ouvinte sem custo.

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