このコースについて
4,747 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12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12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

Within this module, an overview of multiple regression will be provided. Additionally, examples and applications will be examined. A practice quiz is provided to test your knowledge before completing the graded quiz.

...
9件のビデオ (合計177分), 2 readings, 2 quizzes
9件のビデオ
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

Module two covers examples of multiple logistic regression, basics of model estimates, and a discussion of effect modification. In addition to lectures, you will also be completing a practice quiz and graded quiz.

...
8件のビデオ (合計167分), 2 readings, 2 quizzes
8件のビデオ
The “Linearity” Assumption and Basics of Prediction21 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

The last module for this class focuses on multiple Cox regression, the “Linearity” assumption, examples, and applications. You will complete a practice quiz, graded quiz, and project.

...
5件のビデオ (合計95分), 2 readings, 2 quizzes
5件のビデオ
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

During this module, you get the chance to demonstrate what you've learned by putting yourself in the shoes of biostatistical consultant on two different studies, one about self-administration of injectable contraception and one about medical appointment scheduling in Brazil. The two research teams have asked you to help them interpret previously published results in order to inform the planning of their own studies. If you've already taken other courses in this specialization, then this scenario will be familiar.

...
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
4.6
2件のレビューChevron Right

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

by AMJan 21st 2019

Would love to learn more from Dr. McGready in statistical courses more advanced than the ones offered in this specialization

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 の専門講座について

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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