課程信息
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第 3 門課程(共 4 門)

100% 在線

立即開始,按照自己的計劃學習。

可靈活調整截止日期

根據您的日程表重置截止日期。

初級

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

完成時間大約為16 小時

建議:4 weeks, 3-4 hours/week...

英語(English)

字幕:英語(English)

您將學到的內容有

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    Practice simple regression methods to determine relationships between an outcome and a predictor

  • Check

    Recognize confounding in statistical analysis

  • Check

    Perform estimate adjustments

您將獲得的技能

P-ValueProportional Hazards ModelConfoundingregression

第 3 門課程(共 4 門)

100% 在線

立即開始,按照自己的計劃學習。

可靈活調整截止日期

根據您的日程表重置截止日期。

初級

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

完成時間大約為16 小時

建議:4 weeks, 3-4 hours/week...

英語(English)

字幕:英語(English)

教學大綱 - 您將從這門課程中學到什麼

1
完成時間為 3 小時

Simple Regression Methods

8 個視頻 (總計 148 分鐘), 2 個閱讀材料, 2 個測驗
8 個視頻
Simple Regression: An Overview17分鐘
Simple Linear Regression with a Binary (or Nominal Categorical) Predictor14分鐘
Simple Linear Regression with a Categorical Predictor22分鐘
Simple Linear Regression with a Continuous Predictor25分鐘
Simple Linear Regression Model: Estimating the Regression Equation—Accounting for Uncertainty in the Estimates25分鐘
Measuring the Strength of a Linear Association22分鐘
Additional Examples17分鐘
2 個閱讀材料
Solutions to Linear Regression Practice Quiz10分鐘
Quiz 1 Solution10分鐘
2 個練習
Practice Quiz: Simple Linear Regression
Simple Linear Regression30分鐘
完成時間為 2 小時

Simple Logistic Regression

6 個視頻 (總計 89 分鐘), 2 個閱讀材料, 2 個測驗
6 個視頻
Simple Logistic Regression: An Overview9分鐘
Simple Logistic Regression with a Binary (or Categorical) Predictor22分鐘
Simple Logistic Regression: Accounting for Uncertainty in the Estimates15分鐘
Estimating Risk and Functions of Risk from Logistic Regression Results16分鐘
Additional Examples21分鐘
2 個閱讀材料
Solutions to Practice Quiz on Simple Logistic Regression10分鐘
Quiz 2 Solutions10分鐘
2 個練習
Practice Quiz: Simple Logistic Regression
Logistic Regression30分鐘
2
完成時間為 3 小時

Simple Cox Proportional Hazards Regression

7 個視頻 (總計 101 分鐘), 2 個閱讀材料, 2 個測驗
7 個視頻
Simple Cox Regression: An Overview17分鐘
Simple Cox Regression with a Binary (or Categorical) Predictor17分鐘
Simple Cox Regression with a Continuous Predictor23分鐘
Simple Cox Regression: Accounting for Uncertainty in the Estimates14分鐘
Estimating Survival Curves from Cox Regression Results11分鐘
Additional Examples14分鐘
2 個閱讀材料
Solutions for Practice Quiz on Simple Cox Regression10分鐘
Solutions to Summative Quiz 310分鐘
2 個練習
Practice Quiz: Simple Cox Proportional Hazards Regression
Simple Cox Regression30分鐘
3
完成時間為 3 小時

Confounding, Adjustment, and Effect Modification

10 個視頻 (總計 117 分鐘), 1 個閱讀材料, 2 個測驗
10 個視頻
Confounding: A Formal Definition and Some Examples15分鐘
Adjusted Estimates: Presentation, Interpretation, and Utility for Assessing Confounding11分鐘
Adjusted Estimates: The General Idea Behind the Computations8分鐘
Additional Examples7分鐘
Effect modification: Introduction with an analytic example17分鐘
Effect modification: Tree damage and elevation example15分鐘
Effect modification: Examples from the literature16分鐘
Confounding versus effect modification: A review7分鐘
Additional examples15分鐘
1 個閱讀材料
Solutions to Summative Quiz 410分鐘
2 個練習
Practice Quiz: Confounding and Effect Modification12分鐘
Confounding and Effect Modification30分鐘
4
完成時間為 2 小時

Course Project

1 個閱讀材料, 1 個測驗
1 個閱讀材料
Biostatistical Consulting Project10分鐘
1 個練習
Course Project Quiz2小時
4.7
8 條評論Chevron Right

來自Simple Regression Analysis in Public Health 的熱門評論

創建者 UKJul 27th 2019

Very practical course. The tutor makes complex concepts seem easy.

創建者 QONov 5th 2019

Good as always, hope to have more high level courses in future

講師

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John McGready, PhD, MS

Associate Scientist, Biostatistics
Bloomberg School of Public Health

關於 约翰霍普金斯大学

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....

關於 Biostatistics in Public Health 專項課程

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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