Über diesen Kurs

27,820 kürzliche Aufrufe
Zertifikat zur Vorlage
Erhalten Sie nach Abschluss ein Zertifikat
100 % online
Beginnen Sie sofort und lernen Sie in Ihrem eigenen Tempo.
Flexible Fristen
Setzen Sie Fristen gemäß Ihrem Zeitplan zurück.
Stufe „Anfänger“

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

Ca. 14 Stunden zum Abschließen
Englisch
Untertitel: Englisch

Was Sie lernen werden

  • 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

Kompetenzen, die Sie erwerben

effect modifcationProportional Hazards ModelRegression AnalysisSpline approach
Zertifikat zur Vorlage
Erhalten Sie nach Abschluss ein Zertifikat
100 % online
Beginnen Sie sofort und lernen Sie in Ihrem eigenen Tempo.
Flexible Fristen
Setzen Sie Fristen gemäß Ihrem Zeitplan zurück.
Stufe „Anfänger“

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

Ca. 14 Stunden zum Abschließen
Englisch
Untertitel: Englisch

von

Johns Hopkins University-Logo

Johns Hopkins University

Lehrplan - Was Sie in diesem Kurs lernen werden

Woche
1

Woche 1

4 Stunden zum Abschließen

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

4 Stunden zum Abschließen
9 Videos (Gesamt 177 min), 2 Lektüren, 2 Quiz
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 Lektüren
Solutions to Practice Quiz on Multiple Linear Regression10m
Solutions to Summative Quiz 110m
2 praktische Übungen
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
Woche
2

Woche 2

4 Stunden zum Abschließen

Multiple Logistic Regression

4 Stunden zum Abschließen
8 Videos (Gesamt 173 min), 2 Lektüren, 2 Quiz
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 Lektüren
Solutions to Practice Quiz Items 1-910m
Solutions to Quiz on Logistic Regression10m
2 praktische Übungen
Practice Quiz: Multiple Logistic Regression30m
Multiple Logistic Regression30m
Woche
3

Woche 3

3 Stunden zum Abschließen

Multiple Cox Regression

3 Stunden zum Abschließen
5 Videos (Gesamt 95 min), 2 Lektüren, 2 Quiz
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 Lektüren
Soluitons To Multiple Cox Regression Practice Quiz10m
Solutions: Summative Quiz (Multiple Cox Regression)10m
2 praktische Übungen
Practice Quiz: Multiple Cox Regression30m
Multiple Cox Regression, and Course Concepts30m
Woche
4

Woche 4

2 Stunden zum Abschließen

Course Project

2 Stunden zum Abschließen
1 Lektüre
1 Lektüre
Biostatistical Consulting Project10m
1 praktische Übung
Project2h

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Über den Spezialisierung 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

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