About this Course
최근 조회 7,301

다음 전문 분야의 4개 강좌 중 4번째 강좌:

100% 온라인

지금 바로 시작해 나만의 일정에 따라 학습을 진행하세요.

유동적 마감일

일정에 따라 마감일을 재설정합니다.

초급 단계

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

완료하는 데 약 12시간 필요

권장: 4 weeks, 3-4 hours/week...

영어

자막: 영어

배울 내용

  • 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

귀하가 습득할 기술

effect modifcationProportional Hazards ModelRegression AnalysisSpline approach

다음 전문 분야의 4개 강좌 중 4번째 강좌:

100% 온라인

지금 바로 시작해 나만의 일정에 따라 학습을 진행하세요.

유동적 마감일

일정에 따라 마감일을 재설정합니다.

초급 단계

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

완료하는 데 약 12시간 필요

권장: 4 weeks, 3-4 hours/week...

영어

자막: 영어

Course을(를) 수강하는 학습자

  • Dentists
  • Medical Doctors
  • Scientists
  • Researchers
  • Data Scientists

강의 계획 - 이 강좌에서 배울 내용

1
완료하는 데 4시간 필요

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

9개 동영상 (총 177분), 2 readings, 2 quizzes
9개의 동영상
Multiple Linear Regression: Some Examples23m
Multiple Linear Regression: Basics of Model Estimation, and Handling Uncertainty in the Resulting Estimates14m
Estimate Group Means and Mean Differences for Groups Who Differ in More than One Predictor with Multiple Linear Regression9m
The “Linearity” Assumption and Estimating Amount of Variability Explained by Multiple Predictors21m
Examples from the Literature21m
Investigating Effect Modification with Multiple Linear Regression (Forthcoming)20m
Investigating Effect Modification with Multiple Linear Regression—More Examples, For Those Interested18m
Additional Examples of Multiple Linear Regression34m
2개의 읽기 자료
Solutions to Practice Quiz on Multiple Linear Regression10m
Solutions to Summative Quiz 110m
2개 연습문제
Practice Quiz: An Overview of Multiple Regression for Estimation, Adjustment, and Basic Prediction, and Multiple Linear Regression30m
An Overview of Multiple Regression for Estimation, Adjustment, and Basic Prediction, and Multiple Linear Regression30m
2
완료하는 데 4시간 필요

Multiple Logistic Regression

8개 동영상 (총 173분), 2 readings, 2 quizzes
8개의 동영상
Multiple Logistic Regression: Basics of Model Estimation, and Handling Uncertainty in the Resulting Estimates18m
Estimating Group Odds and Proportions, and Odds Ratios for Groups Who Differ in More than One Predictor with Multiple Linear Regression24m
The “Linearity” Assumption and A Brief Note about Prediction with Multiple Logistic Regression27m
Examples from the Literature26m
Investigating Effect Modification with Multiple Logistic Regression, Part 118m
Investigating Effect Modification with Multiple Logistic Regression, Part 210m
Additional Examples21m
2개의 읽기 자료
Solutions to Practice Quiz Items 1-910m
Solutions to Quiz on Logistic Regression10m
2개 연습문제
Practice Quiz: Multiple Logistic Regression30m
Multiple Logistic Regression30m
3
완료하는 데 3시간 필요

Multiple Cox Regression

5개 동영상 (총 95분), 2 readings, 2 quizzes
5개의 동영상
Basics of Model Estimation and Handling Uncertainty in the Resulting Estimates18m
Estimating Hazard Ratios for Groups who Differ in more than one Predictor with Multiple Cox Regression12m
The "Linearity" Assumption and Prediction with Multiple Cox Regression21m
Examples from the Literature25m
2개의 읽기 자료
Soluitons To Multiple Cox Regression Practice Quiz10m
Solutions: Summative Quiz (Multiple Cox Regression)10m
2개 연습문제
Practice Quiz: Multiple Cox Regression30m
Multiple Cox Regression, and Course Concepts30m
4
완료하는 데 2시간 필요

Course Project

1 reading, 1 quiz
1개의 읽기 자료
Biostatistical Consulting Project10m
1개 연습문제
Project2h
4.6
7개의 리뷰Chevron Right

Multiple Regression Analysis in Public Health 의 최상위 리뷰

대학: 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.

대학: 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!

강사

Avatar

John McGready, PhD, MS

Associate Scientist, Biostatistics
Bloomberg School of Public Health

존스홉킨스대학교 정보

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 전문 분야 정보

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

자주 묻는 질문

  • 강좌에 등록하면 바로 모든 비디오, 테스트 및 프로그래밍 과제(해당하는 경우)에 접근할 수 있습니다. 상호 첨삭 과제는 이 세션이 시작된 경우에만 제출하고 검토할 수 있습니다. 강좌를 구매하지 않고 살펴보기만 하면 특정 과제에 접근하지 못할 수 있습니다.

  • 강좌를 등록하면 전문 분야의 모든 강좌에 접근할 수 있고 강좌를 완료하면 수료증을 취득할 수 있습니다. 전자 수료증이 성취도 페이지에 추가되며 해당 페이지에서 수료증을 인쇄하거나 LinkedIn 프로필에 수료증을 추가할 수 있습니다. 강좌 내용만 읽고 살펴보려면 해당 강좌를 무료로 청강할 수 있습니다.

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