Simple Linear Regression
Jarad Niemi
Simple linear regression model describes the relationship between an explanatory variable and a response variable through a straight line with a constant variability around this line. An example describing the relationship between years since a child's chronic illness diagnosis with telomere length is used throughout.
Probability playlist: https://www.youtube.com/playlist?list=PLFHD4aOUZFp1FxJs9BG5Sbsy6NvCO3Qb1 Regression playlist: https://www.youtube.com/playlist?list=PLFHD4aOUZFp1PZC6SgtuS-ESq4ti1GEFj
STAT 587: https://www.jarad.me/courses/stat587Eng/ STAT 587 Videos: https://www.jarad.me/courses/stat587Eng/slides/ Slides: https://www.jarad.me/courses/stat587Eng/slides/Regression/R01-Simple_linear_regression/R01-Simple_linear_regression.pdf
PNAS paper: http://www.pnas.org/content/101/49/17312
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