Biostatistics is the application of statistical reasoning to the life sciences, and it's the key to unlocking the data gathered by researchers and the evidence presented in the scientific public health literature. In this course, you'll extend simple regression to the prediction of a single outcome of interest on the basis of multiple variables. Along the way, you'll be introduced to a variety of methods, and you'll practice interpreting data and performing calculations on real data from published studies. Topics include multiple logistic regression, the Spline approach, confidence intervals, p-values, multiple Cox regression, adjustment, and effect modification.
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Biostatistics in Public Health 専門講座ジョンズ・ホプキンズ大学（Johns Hopkins University）このコースについて
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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。
次における4の4コース
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14時間で修了
英語
字幕：アラビア語, フランス語, ポルトガル語（ヨーロッパ）, イタリア語, ベトナム語, ドイツ語, ロシア語, 英語, スペイン語
学習内容
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
習得するスキル
- effect modifcation
- Proportional Hazards Model
- Regression Analysis
- Spline approach
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。
共有できる証明書
修了時に証明書を取得
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。
次における4の4コース
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14時間で修了
英語
字幕：アラビア語, フランス語, ポルトガル語（ヨーロッパ）, イタリア語, ベトナム語, ドイツ語, ロシア語, 英語, スペイン語
提供：
ジョンズ・ホプキンズ大学（Johns Hopkins University）
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.
シラバス - 本コースの学習内容
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.
4時間で修了
9件のビデオ （合計177分）, 2 学習用教材, 2 個のテスト
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.
4時間で修了
8件のビデオ （合計173分）, 2 学習用教材, 2 個のテスト
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.
3時間で修了
5件のビデオ （合計95分）, 2 学習用教材, 2 個のテスト
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.
2時間で修了
1 学習用教材
レビュー
- 5 stars79.43%
- 4 stars15.32%
- 3 stars4.83%
- 1 star0.40%
MULTIPLE REGRESSION ANALYSIS IN PUBLIC HEALTH からの人気レビュー
CNにより2019年8月30日
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!
JCにより2019年11月1日
Very helpful in your explanations verbally and visually. It really helped me understand how to read and understand the cox regression model.
ABにより2020年4月21日
A wonderful look at multiple regression, including effect modification, interactions, and adjusted slopes.
SPにより2020年7月1日
one of the finest courses on biostatistics, in order to get refreshed with the core concepts and applications!
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.
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