## 課程信息

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

### 您將學到的內容有

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

• Recognize confounding in statistical analysis

• Perform estimate adjustments

### 您將獲得的技能

P-ValueProportional Hazards ModelConfoundingregression

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

1

## 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
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

## Simple Logistic Regression

7 個視頻 （總計 114 分鐘）, 2 個閱讀材料, 2 個測驗
7 個視頻
Simple Logistic Regression: An Overview9分鐘
Simple Logistic Regression with a Binary (or Categorical) Predictor22分鐘
Simple Logistic Regression with a Continuous Predictor25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
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

## 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
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

## 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
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
1 個閱讀材料
Solutions to Summative Quiz 410分鐘
2 個練習
Practice Quiz: Confounding and Effect Modification30分鐘
Confounding and Effect Modification30分鐘
4

## Course Project

1 個閱讀材料
1 個閱讀材料
Biostatistical Consulting Project10分鐘
1 個練習
Course Project Quiz2小時