Basic examples of design matrices and fits

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Skills You'll Learn

Statistics, Linear Regression, R Programming, Linear Algebra

Reviews

4.4 (126 ratings)
  • 5 stars
    63%
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  • 3 stars
    7%
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    4%
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    2%
SP

Apr 30, 2017

Good mathematical rigour for the analysis of linear models. Builds some good intuition for the geometry of least squares which helps in model result interpretation.

HM

Jun 12, 2016

As the name says it's an advanced course. Take the challenge though! In my opinion the content is a must if you want to perform competently in data science.

From the lesson
Least squares examples
Here we give some canonical examples of linear models to relate them to techniques that you may already be using.

Taught By

  • Brian Caffo, PhD

    Brian Caffo, PhD

    Professor, Biostatistics

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