Informações sobre o curso
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100% online

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. 12 horas para completar

Sugerido: 4 weeks, 3-4 hours/week...

Inglês

Legendas: Inglês

O que você vai aprender

  • Check

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

  • Check

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

  • Check

    Perform calculations with multiple predictor variables

Habilidades que você terá

effect modifcationProportional Hazards ModelRegression AnalysisSpline approach

100% online

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. 12 horas para completar

Sugerido: 4 weeks, 3-4 hours/week...

Inglês

Legendas: Inglês

Os alunos fazendo este Course são

  • Dentists
  • Medical Doctors
  • Scientists
  • Researchers
  • Data Scientists

Programa - O que você aprenderá com este curso

Semana
1
4 horas para concluir

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

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
4 horas para concluir

Multiple Logistic Regression

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
3 horas para concluir

Multiple Cox Regression

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
2 horas para concluir

Course Project

1 leitura, 1 teste
1 leituras
Biostatistical Consulting Project10min
1 exercício prático
Project2h
4.6
7 avaliaçõesChevron Right

Principais avaliações do Multiple Regression Analysis in Public Health

por UKJul 30th 2019

The course is well structured. The numerous examples and practice questions help the student apply the concepts learned. I love the fact that almost every question was from a real article.

por CNAug 31st 2019

The course was five stars, there were some quiz issues and a few numerical issues, but I learned a lot and appreciate the time and effort put into the content. Thank you!

Instrutores

Avatar

John McGready, PhD, MS

Associate Scientist, Biostatistics
Bloomberg School of Public Health

Sobre Universidade Johns Hopkins

The mission of The Johns Hopkins University is to educate its students and cultivate their capacity for life-long learning, to foster independent and original research, and to bring the benefits of discovery to the world....

Sobre Programa de cursos integrados Biostatistics in Public Health

This specialization is intended for public health and healthcare professionals, researchers, data analysts, social workers, and others who need a comprehensive concepts-centric biostatistics primer. Those who complete the specialization will be able to read and respond to the scientific literature, including the Methods and Results sections, in public health, medicine, biological science, and related fields. Successful learners will also be prepared to participate as part of a research team....
Biostatistics in Public Health

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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