References

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Books

• Whitlock, Michael, and Dolph Schluter. The analysis of biological data. Vol. 768. Roberts Publishers, 2015.

Data

The mice data originate from:

• Winzell, M. S., & Ahrén, B. (2004). The high-fat diet-fed mouse: A model for studying mechanisms and treatment of impaired glucose tolerance and type 2 diabetes. Diabetes, 53(SUPPL. 3).

Data are were downloaded here.

You may download them as follows:

R

mice_data <- read_csv(file= url("https://raw.githubusercontent.com/genomicsclass/dagdata/master/inst/extdata/mice_pheno.csv"))

Images

• Coffee: By Julius Schorzman - Own work, CC BY-SA 2.0, https://commons.wikimedia.org/w/index.php?curid=107645

• Cook book: adapted from https://www.kindpng.com/downpng/oJwTbo_book-clipart-square-blank-book-cover-clip-art/
  

• Laptop: adapted from https://www.kindpng.com/downpng/TTJTJb_images-of-laptop-icon-vector-png-mockup-computer/
  

• t-distribution: By Skbkekas - Own work, CC BY 3.0, https://commons.wikimedia.org/w/index.php?curid=9546828

• fireworks: https://www.pngwing.com

Teaching materials

The slides are loosely based on a lecture by Bernd Klaus and Wolfgang Huber:

• https://www-huber.embl.de//users/klaus/teaching.html#hypothesis_testing

The demonstration in R roughly follows an example from this course:

• https://rafalab.github.io/pages/harvardx.html