Introduction to Linear Models and Matrix Algebra offered by Harvard University
- Private University
3 Campuses- Estd. 1636
Introduction to Linear Models and Matrix Algebra at Harvard University Overview
Introduction to Linear Models and Matrix Algebra
at Harvard University
Learn to use R programming to apply linear models to analyze data in life sciences.
Duration | 4 weeks |
Mode of learning | Online |
Difficulty level | Intermediate |
Official Website | Go to Website  |
Course Level | UG Certificate |
Introduction to Linear Models and Matrix Algebra at Harvard University Highlights
Introduction to Linear Models and Matrix Algebra
at Harvard University
- Earn a certificate of completion
Introduction to Linear Models and Matrix Algebra at Harvard University Course details
Introduction to Linear Models and Matrix Algebra
at Harvard University
Skills you will learn
What are the course deliverables?
- Matrix algebra notation
- Matrix algebra operations
- Application of matrix algebra to data analysis
- Linear models
- Brief introduction to the QR decomposition
More about this course
- Matrix Algebra underlies many of the current tools for experimental design and the analysis of high-dimensional data. In this introductory data analysis course, we will use matrix algebra to represent the linear models that commonly used to model differences between experimental units. We perform statistical inference on these differences. Throughout the course, we will use the R programming language.
Introduction to Linear Models and Matrix Algebra at Harvard University Curriculum
Introduction to Linear Models and Matrix Algebra
at Harvard University
Data Science, Data Analysis, R, Statistics, Biology
Introduction to Linear Models and Matrix Algebra at Harvard University Faculty details
Introduction to Linear Models and Matrix Algebra
at Harvard University
Rafael Irizarry
Designation : Professor of Biostatistics, T.H. Chan School of Public Health
Michael Love
Designation : Assistant Professor, Departments of Biostatistics and Genetics, UNC Gillings School of Global Public Health
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Introduction to Linear Models and Matrix Algebra at Harvard University Contact Information
Introduction to Linear Models and Matrix Algebra
at Harvard University
Address
1350 Massachusetts Ave, Cambridge, Massachusetts 02138, USA
Cambridge ( Massachusetts)
Phone
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