提供方
您将学到的内容有
- Describe novel uses of regression models such as scatterplot smoothing
- Investigate analysis of residuals and variability
- Understand ANOVA and ANCOVA model cases
- Use regression analysis, least squares and inference
您将获得的技能
教学大纲 - 您将从这门课程中学到什么
1
Week 1: Least Squares and Linear Regression
2
Week 2: Linear Regression & Multivariable Regression
3
Week 3: Multivariable Regression, Residuals, & Diagnostics
4
Week 4: Logistic Regression and Poisson Regression
22%
83%
14%
热门审阅
Great course, very informative, with lots of valuable information and examples. Prof. Caffo and his team did a very good job in my opinion. I've found very useful the course material shared on github.
Excellent course that is jam-packed with useful material! It is quite challenging and gives a thorough grounding in how to approach the process of selecting a linear regression model for a data set.
讲师
Brian Caffo, PhD
Professor, Biostatistics
Roger D. Peng, PhD
Associate Professor, Biostatistics
Jeff Leek, PhD
Associate Professor, Biostatistics关于 Johns Hopkins University
关于 Data Science 专项课程
常见问题
When will I have access to the lectures and assignments?
Once you enroll for a Certificate, you’ll have access to all videos, quizzes, and programming assignments (if applicable). Peer review assignments can only be submitted and reviewed once your session has begun. If you choose to explore the course without purchasing, you may not be able to access certain assignments.
What will I get if I subscribe to this Specialization?
When you enroll in the course, you get access to all of the courses in the Specialization, and you earn a certificate when you complete the work. Your electronic Certificate will be added to your Accomplishments page - from there, you can print your Certificate or add it to your LinkedIn profile. If you only want to read and view the course content, you can audit the course for free.
What is the refund policy?
Is financial aid available?
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