Informações sobre o curso

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Certificados compartilháveis
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100% on-line
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Prazos flexíveis
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Nível iniciante

The recommended math prerequisite is up through and including basic algebra including logarithms and the equation of a line.

Aprox. 14 horas para completar
Inglês

O que você vai aprender

  • Practice multiple regression methods to determine relationships between an outcome and multiple predictors

  • Use the Spline approach for non-linear relationships with continuous predictors

  • Perform calculations with multiple predictor variables

Habilidades que você terá

effect modifcationProportional Hazards ModelRegression AnalysisSpline approach
Certificados compartilháveis
Tenha o certificado após a conclusão
100% on-line
Comece imediatamente e aprenda em seu próprio cronograma.
Prazos flexíveis
Redefinir os prazos de acordo com sua programação.
Nível iniciante

The recommended math prerequisite is up through and including basic algebra including logarithms and the equation of a line.

Aprox. 14 horas para completar
Inglês

oferecido por

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Universidade Johns Hopkins

Programa - O que você aprenderá com este curso

Semana
1

Semana 1

4 horas para concluir

An Overview of Multiple Regression for Estimation, Adjustment, and Basic Prediction, and Multiple Linear Regression

4 horas para concluir
9 vídeos (Total 177 mín.), 2 leituras, 2 testes
9 videos
Multiple Linear Regression: Some Examples23min
Multiple Linear Regression: Basics of Model Estimation, and Handling Uncertainty in the Resulting Estimates14min
Estimate Group Means and Mean Differences for Groups Who Differ in More than One Predictor with Multiple Linear Regression9min
The “Linearity” Assumption and Estimating Amount of Variability Explained by Multiple Predictors21min
Examples from the Literature21min
Investigating Effect Modification with Multiple Linear Regression (Forthcoming)20min
Investigating Effect Modification with Multiple Linear Regression—More Examples, For Those Interested18min
Additional Examples of Multiple Linear Regression34min
2 leituras
Solutions to Practice Quiz on Multiple Linear Regression10min
Solutions to Summative Quiz 110min
2 exercícios práticos
Practice Quiz: An Overview of Multiple Regression for Estimation, Adjustment, and Basic Prediction, and Multiple Linear Regression30min
An Overview of Multiple Regression for Estimation, Adjustment, and Basic Prediction, and Multiple Linear Regression30min
Semana
2

Semana 2

4 horas para concluir

Multiple Logistic Regression

4 horas para concluir
8 vídeos (Total 173 mín.), 2 leituras, 2 testes
8 videos
Multiple Logistic Regression: Basics of Model Estimation, and Handling Uncertainty in the Resulting Estimates18min
Estimating Group Odds and Proportions, and Odds Ratios for Groups Who Differ in More than One Predictor with Multiple Linear Regression24min
The “Linearity” Assumption and A Brief Note about Prediction with Multiple Logistic Regression27min
Examples from the Literature26min
Investigating Effect Modification with Multiple Logistic Regression, Part 118min
Investigating Effect Modification with Multiple Logistic Regression, Part 210min
Additional Examples21min
2 leituras
Solutions to Practice Quiz Items 1-910min
Solutions to Quiz on Logistic Regression10min
2 exercícios práticos
Practice Quiz: Multiple Logistic Regression30min
Multiple Logistic Regression30min
Semana
3

Semana 3

3 horas para concluir

Multiple Cox Regression

3 horas para concluir
5 vídeos (Total 95 mín.), 2 leituras, 2 testes
5 videos
Basics of Model Estimation and Handling Uncertainty in the Resulting Estimates18min
Estimating Hazard Ratios for Groups who Differ in more than one Predictor with Multiple Cox Regression12min
The "Linearity" Assumption and Prediction with Multiple Cox Regression21min
Examples from the Literature25min
2 leituras
Soluitons To Multiple Cox Regression Practice Quiz10min
Solutions: Summative Quiz (Multiple Cox Regression)10min
2 exercícios práticos
Practice Quiz: Multiple Cox Regression30min
Multiple Cox Regression, and Course Concepts30min
Semana
4

Semana 4

2 horas para concluir

Course Project

2 horas para concluir
1 leitura
1 leituras
Biostatistical Consulting Project10min
1 exercício prático
Project2h

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