Coding Genetics (The book + code samples for exercises + data sets)
Coding Genetics
A course on population genetics and R
About the Book
The genomics revolution has made mathematical models and computer programming of genetic processes indispensable aspects of biological knowledge. 'Coding Genetics' helps you to obtain this knowledge. After going over the basics of programming with R, it introduces the dynamics and analysis of population genetics and shows how to write models that describe these systems with R.
The book is thus, on the one hand, a guide to computer programming that will help you develop and analyse models and, on the other hand, a textbook of population genetics. It will help you, whether you would like to learn to program (and to do so with important biological questions rather than with dry principles) or whether you already know some programming, and would like to use your knowledge to learn about one of the fundamental areas of biology: the genetics of populations.
About the Author
Packages
The Book
PDF
EPUB
WEB
English
The book + code samples for exercises + data sets
The book, samples R-scripts for the exercises, and the data sets used in the third section
PDF
EPUB
WEB
English
Table of Contents
- Introduction
-
Essentials of R
- Installing R and an R interface
- Getting started: R as a calculator
- What if we want to store the results of our calculations?
- Object types
- Vectors
- Matrices
- Data frames
- Control structures
- Functions
- Simple plots
-
Dynamics of population genetics
- An example: sickle cell anaemia
- Hardy-Weinberg equilibrium: a null model for population genetics
- Genetic drift
- Non-random mating
- Selection
- Two-locus genetics
-
Analysis of genetic patterns
- Allele frequencies
- Hardy-Weinberg
- Spatial structure and genetic drift
- Signature of selection
- Genomic relationships
- Summary
-
Exercises
- Essentials of R
- Dynamics of genes
- Analysis of genetic patterns
- Notes
The Leanpub 60 Day 100% Happiness Guarantee
Within 60 days of purchase you can get a 100% refund on any Leanpub purchase, in two clicks.
Now, this is technically risky for us, since you'll have the book or course files either way. But we're so confident in our products and services, and in our authors and readers, that we're happy to offer a full money back guarantee for everything we sell.
You can only find out how good something is by trying it, and because of our 100% money back guarantee there's literally no risk to do so!
So, there's no reason not to click the Add to Cart button, is there?
See full terms...
Earn $8 on a $10 Purchase, and $16 on a $20 Purchase
We pay 80% royalties on purchases of $7.99 or more, and 80% royalties minus a 50 cent flat fee on purchases between $0.99 and $7.98. You earn $8 on a $10 sale, and $16 on a $20 sale. So, if we sell 5000 non-refunded copies of your book for $20, you'll earn $80,000.
(Yes, some authors have already earned much more than that on Leanpub.)
In fact, authors have earnedover $13 millionwriting, publishing and selling on Leanpub.
Learn more about writing on Leanpub
Free Updates. DRM Free.
If you buy a Leanpub book, you get free updates for as long as the author updates the book! Many authors use Leanpub to publish their books in-progress, while they are writing them. All readers get free updates, regardless of when they bought the book or how much they paid (including free).
Most Leanpub books are available in PDF (for computers) and EPUB (for phones, tablets and Kindle). The formats that a book includes are shown at the top right corner of this page.
Finally, Leanpub books don't have any DRM copy-protection nonsense, so you can easily read them on any supported device.
Learn more about Leanpub's ebook formats and where to read them
