Least squares

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Skills You'll Learn

Statistics, Linear Regression, R Programming, Linear Algebra

Reviews

4.4 (171 ratings)

  • 5 stars
    60.23%
  • 4 stars
    26.90%
  • 3 stars
    8.18%
  • 2 stars
    3.50%
  • 1 star
    1.16%

SP

Apr 29, 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 11, 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

Linear regression

In this lecture, we focus on linear regression, the most standard technique for investigating unconfounded linear relationships.

Taught By

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    Brian Caffo, PhD

    Professor, Biostatistics

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