Acerca de este Curso

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Certificado para compartir
Obtén un certificado al finalizar
100 % en línea
Comienza de inmediato y aprende a tu propio ritmo.
Fechas límite flexibles
Restablece las fechas límite en función de tus horarios.
Nivel principiante

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

Aprox. 14 horas para completar
Inglés (English)

Qué aprenderás

  • 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 obtendrás

effect modifcationProportional Hazards ModelRegression AnalysisSpline approach
Certificado para compartir
Obtén un certificado al finalizar
100 % en línea
Comienza de inmediato y aprende a tu propio ritmo.
Fechas límite flexibles
Restablece las fechas límite en función de tus horarios.
Nivel principiante

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

Aprox. 14 horas para completar
Inglés (English)

ofrecido por

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Universidad Johns Hopkins

Programa - Qué aprenderás en este curso

Semana
1

Semana 1

4 horas para completar

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

4 horas para completar
9 videos (Total 177 minutos), 2 lecturas, 2 cuestionarios
9 videos
Multiple Linear Regression: Some Examples23m
Multiple Linear Regression: Basics of Model Estimation, and Handling Uncertainty in the Resulting Estimates14m
Estimate Group Means and Mean Differences for Groups Who Differ in More than One Predictor with Multiple Linear Regression9m
The “Linearity” Assumption and Estimating Amount of Variability Explained by Multiple Predictors21m
Examples from the Literature21m
Investigating Effect Modification with Multiple Linear Regression (Forthcoming)20m
Investigating Effect Modification with Multiple Linear Regression—More Examples, For Those Interested18m
Additional Examples of Multiple Linear Regression34m
2 lecturas
Solutions to Practice Quiz on Multiple Linear Regression10m
Solutions to Summative Quiz 110m
2 ejercicios de práctica
Practice Quiz: An Overview of Multiple Regression for Estimation, Adjustment, and Basic Prediction, and Multiple Linear Regression30m
An Overview of Multiple Regression for Estimation, Adjustment, and Basic Prediction, and Multiple Linear Regression30m
Semana
2

Semana 2

4 horas para completar

Multiple Logistic Regression

4 horas para completar
8 videos (Total 173 minutos), 2 lecturas, 2 cuestionarios
8 videos
Multiple Logistic Regression: Basics of Model Estimation, and Handling Uncertainty in the Resulting Estimates18m
Estimating Group Odds and Proportions, and Odds Ratios for Groups Who Differ in More than One Predictor with Multiple Linear Regression24m
The “Linearity” Assumption and A Brief Note about Prediction with Multiple Logistic Regression27m
Examples from the Literature26m
Investigating Effect Modification with Multiple Logistic Regression, Part 118m
Investigating Effect Modification with Multiple Logistic Regression, Part 210m
Additional Examples21m
2 lecturas
Solutions to Practice Quiz Items 1-910m
Solutions to Quiz on Logistic Regression10m
2 ejercicios de práctica
Practice Quiz: Multiple Logistic Regression30m
Multiple Logistic Regression30m
Semana
3

Semana 3

3 horas para completar

Multiple Cox Regression

3 horas para completar
5 videos (Total 95 minutos), 2 lecturas, 2 cuestionarios
5 videos
Basics of Model Estimation and Handling Uncertainty in the Resulting Estimates18m
Estimating Hazard Ratios for Groups who Differ in more than one Predictor with Multiple Cox Regression12m
The "Linearity" Assumption and Prediction with Multiple Cox Regression21m
Examples from the Literature25m
2 lecturas
Soluitons To Multiple Cox Regression Practice Quiz10m
Solutions: Summative Quiz (Multiple Cox Regression)10m
2 ejercicios de práctica
Practice Quiz: Multiple Cox Regression30m
Multiple Cox Regression, and Course Concepts30m
Semana
4

Semana 4

2 horas para completar

Course Project

2 horas para completar
1 lectura
1 lectura
Biostatistical Consulting Project10m
1 ejercicio de práctica
Project2h

Reseñas

Principales reseñas sobre MULTIPLE REGRESSION ANALYSIS IN PUBLIC HEALTH

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Acerca de Programa especializado: Biostatistics in Public Health

Biostatistics in Public Health

Preguntas Frecuentes

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