このコースについて
6,778 最近の表示

100%オンライン

自分のスケジュールですぐに学習を始めてください。

柔軟性のある期限

スケジュールに従って期限をリセットします。

初級レベル

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

約13時間で修了

推奨:4 weeks, 3-4 hours/week...

英語

字幕:英語

学習内容

  • 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

習得するスキル

effect modifcationProportional Hazards ModelRegression AnalysisSpline approach

100%オンライン

自分のスケジュールですぐに学習を始めてください。

柔軟性のある期限

スケジュールに従って期限をリセットします。

初級レベル

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

約13時間で修了

推奨:4 weeks, 3-4 hours/week...

英語

字幕:英語

シラバス - 本コースの学習内容

1
4時間で修了

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

9件のビデオ (合計177分), 2 readings, 2 quizzes
9件のビデオ
Multiple Linear Regression: Some Examples23 分
Multiple Linear Regression: Basics of Model Estimation, and Handling Uncertainty in the Resulting Estimates14 分
Estimate Group Means and Mean Differences for Groups Who Differ in More than One Predictor with Multiple Linear Regression9 分
The “Linearity” Assumption and Estimating Amount of Variability Explained by Multiple Predictors21 分
Examples from the Literature21 分
Investigating Effect Modification with Multiple Linear Regression (Forthcoming)20 分
Investigating Effect Modification with Multiple Linear Regression—More Examples, For Those Interested18 分
Additional Examples of Multiple Linear Regression34 分
2件の学習用教材
Solutions to Practice Quiz on Multiple Linear Regression10 分
Solutions to Summative Quiz 110 分
2の練習問題
Practice Quiz: An Overview of Multiple Regression for Estimation, Adjustment, and Basic Prediction, and Multiple Linear Regression30 分
An Overview of Multiple Regression for Estimation, Adjustment, and Basic Prediction, and Multiple Linear Regression30 分
2
4時間で修了

Multiple Logistic Regression

8件のビデオ (合計173分), 2 readings, 2 quizzes
8件のビデオ
Multiple Logistic Regression: Basics of Model Estimation, and Handling Uncertainty in the Resulting Estimates18 分
Estimating Group Odds and Proportions, and Odds Ratios for Groups Who Differ in More than One Predictor with Multiple Linear Regression24 分
The “Linearity” Assumption and A Brief Note about Prediction with Multiple Logistic Regression27 分
Examples from the Literature26 分
Investigating Effect Modification with Multiple Logistic Regression, Part 118 分
Investigating Effect Modification with Multiple Logistic Regression, Part 210 分
Additional Examples21 分
2件の学習用教材
Solutions to Practice Quiz Items 1-910 分
Solutions to Quiz on Logistic Regression10 分
2の練習問題
Practice Quiz: Multiple Logistic Regression30 分
Multiple Logistic Regression30 分
3
3時間で修了

Multiple Cox Regression

5件のビデオ (合計95分), 2 readings, 2 quizzes
5件のビデオ
Basics of Model Estimation and Handling Uncertainty in the Resulting Estimates18 分
Estimating Hazard Ratios for Groups who Differ in more than one Predictor with Multiple Cox Regression12 分
The "Linearity" Assumption and Prediction with Multiple Cox Regression21 分
Examples from the Literature25 分
2件の学習用教材
Soluitons To Multiple Cox Regression Practice Quiz10 分
Solutions: Summative Quiz (Multiple Cox Regression)10 分
2の練習問題
Practice Quiz: Multiple Cox Regression30 分
Multiple Cox Regression, and Course Concepts30 分
4
2時間で修了

Course Project

1 reading, 1 quiz
1件の学習用教材
Biostatistical Consulting Project10 分
1の練習問題
Project2 時間
4.8
8件のレビューChevron Right

Multiple Regression Analysis in Public Health からの人気レビュー

by 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.

by 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!

講師

Avatar

John McGready, PhD, MS

Associate Scientist, Biostatistics
Bloomberg School of Public Health

ジョンズ・ホプキンズ大学(Johns Hopkins University)について

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....

Biostatistics in Public Health 専門講座について

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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