This introductory course is for SAS software users who perform statistical analyses using SAS/STAT software. The focus is on t tests, ANOVA, and linear regression, and includes a brief introduction to logistic regression.
Este curso faz parte do Certificado Profissional Analista de negócios de estatísticas SAS
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Informações sobre o curso
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Prazos flexíveis
Redefinir os prazos de acordo com sua programação.
Certificados compartilháveis
Tenha o certificado após a conclusão
100% on-line
Comece imediatamente e aprenda em seu próprio cronograma.
Curso 2 de 3 no
Nível intermediário
Aprox. 12 horas para completar
Inglês
Legendas: Árabe, Francês, Portuguese (European), Italiano, Vietnamita, Alemão, Russo, Inglês, Espanhol
Habilidades que você terá
- Multivariate Time Series Analysis
- Surrogate Model
- Multivariate Analysis
- Predictive Modelling
Prazos flexíveis
Redefinir os prazos de acordo com sua programação.
Certificados compartilháveis
Tenha o certificado após a conclusão
100% on-line
Comece imediatamente e aprenda em seu próprio cronograma.
Curso 2 de 3 no
Nível intermediário
Aprox. 12 horas para completar
Inglês
Legendas: Árabe, Francês, Portuguese (European), Italiano, Vietnamita, Alemão, Russo, Inglês, Espanhol
oferecido por
SAS
Through innovative software and services, SAS empowers and inspires customers around the world to transform data into intelligence. SAS is a trusted analytics powerhouse for organizations seeking immediate value from their data. A deep bench of analytics solutions and broad industry knowledge keep our customers coming back and feeling confident. With SAS®, you can discover insights from your data and make sense of it all. Identify what’s working and fix what isn’t. Make more intelligent decisions. And drive relevant change.
Programa - O que você aprenderá com este curso
1 hora para concluir
Course Overview (Review from Introduction to Statistics: Hypothesis Testing)
In this module you learn about the course and the data you analyze in this course. Then you set up the data you need to do the practices in the course.
1 hora para concluir
2 vídeos (Total 13 mín.), 5 leituras
2 horas para concluir
Model Building and Effect Selection
In this module you explore several tools for model selection. These tools help limit the number of candidate models so that you can choose an appropriate model that's based on your expertise and research priorities.
2 horas para concluir
11 vídeos (Total 28 mín.), 3 leituras, 4 testes
3 horas para concluir
Model Post-Fitting for Inference
In this module you learn to verify the assumptions of the model and diagnose problems that you encounter in linear regression. You learn to examine residuals, identify outliers that are numerically distant from the bulk of the data, and identify influential observations that unduly affect the regression model. Finally, you learn to diagnose collinearity to avoid inflated standard errors and parameter instability in the model.
3 horas para concluir
18 vídeos (Total 46 mín.)
2 horas para concluir
Model Building for Scoring and Prediction
In this module you learn how to transition from inferential statistics to predictive modeling. Instead of using p-values, you learn about assessing models using honest assessment. After you choose the best performing model, you learn about ways to deploy the model to predict new data.
2 horas para concluir
11 vídeos (Total 27 mín.), 1 leitura, 4 testes
4 horas para concluir
Categorical Data Analysis
In this module you look for associations between predictors and a binary response using hypothesis tests. Then you build a logistic regression model and learn about how to characterize the relationship between the response and predictors. Finally, you learn how to use logistic regression to build a model, or classifier, to predict unknown cases.
4 horas para concluir
25 vídeos (Total 73 mín.)
Avaliações
Principais avaliações do REGRESSION MODELING FUNDAMENTALS
por RM14 de Jun de 2021
Thanks so much to our instructor, Jordan Bakerman for teaching this course!
por SS13 de Fev de 2021
Great Study material & Ease of understanding of the concepts.
por KK25 de Jan de 2021
Must have taken the prior Course. In the Specialization.
Sobre Certificado Profissional Analista de negócios de estatísticas SAS
This program is for those who want to enhance their predictive and statistical modeling skills to drive data-informed business outcomes. If modeling data for business outcomes is relevant in your job role or industry, this certificate is a valuable indication of your proficiency.
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