Learning population and evolutionary genetics

By Razib Khan | July 1, 2012 12:44 pm

A reader emailed me to ask what I thought would be a good way to better understand some of the more technical posts I put up.

First, two course notes which I’ve found useful as personal references:

- EEB 5348 — Population Genetics

- Evolutionary Quantitative Genetics, Uppsala University (if you are ambitious, bookmark this too)

Some people might argue that John Gillespie’s Population Genetics: A Concise Guide (Kindle edition) is a touch too abstruse and cryptic for the introductory reader. It’s short, and the mathematics isn’t challenging, but because of its concision the author can sometimes unleash upon your nearly cryptic formalism, perhaps defeating the purpose of a soft introduction in the first place. To get the most out of this book you probably ironically have to have a more thorough textbook on hand to clear up those particular points which you find confusing. But to get the general logic of population genetics and establish familiarity this seems to be the right entry point (assuming you’re not to terrified by algebra).

Of course most readers of this weblog are focused more particularly on the topic of evolution, and evolutionary genetics. Evolutionary Genetics by the late great John Maynard Smith is a rather good full-spectrum introduction into this topic. It covers many of the topics in the Gillespie book, though less mathematically intensively. But this is not not just a population genetics books, and expands into other topics of relevance to evolutionary genetics (e.g., of course phylogenetics gets a big shout out). And Smith has richer empirical examples too. This is probably a less intimidating book than Population Genetics, but I’d recommend you hit it second because it will make much more sense if you’ve got some of the foundations undernearth you.


Some of you though might be a little on the unbalanced side. I actually “learned” population genetics (if it can be said I know population genetics, I’d more honestly state I’d familiar with population genetics) through Principles of Population Genetics, the “Hartl & Clark” book. This is not really an introductory book, but I think in some ways it’s more comprehensible than Population Genetics, because it doesn’t need to be concise. Sometimes formal methods in pop gen only make sense with lots of empirical examples and worked out problems, and this is a book which has the scope in terms of space for that. There’s really no big downside I can give for getting this book. I’ve got he 2nd, 3rd, and 4th editions, mostly because I couldn’t find an affordable copy of the 3rd in the early 2000s, while the 4th came out literally right after I purchased the 3rd!

If the John Maynard Smith book isn’t enough for you, you need to get Elements of Evolutionary Genetics by Charlesworth & Charlesworth. This should be titled Encyclopedia of Evolutionary Genetics. This is a tome which covers all the bases, though I’m say that the authors focus on population genetics more than the John Maynard Smith text. This is really actually a decent population genetics textbook too. It has more stuff in it than the Gillespie book, and is stronger in the evolutionary section than Principles of Population Genetics. In some ways if you are ambitious, and want just one book, this might be the one to get. You’ll find the appropriate sections to your taste.

Finally, if you are interested in quantitative genetics, you definitely need to get D. S. Falconer and T. F. C. Mackay’s Introduction to Quantitative Genetics. In the previous books quantitative genetics makes a cameo appearance, but this is the book which really allows you to dig into the meat of the discipline. Pop gen is a bit on the abstract and theoretical side, but quantitative genetics is fundamentally a practical field, so you can put this in in the “news you can use” category. Introduction to Quantitative Genetics though does give you a foundation for population genetics, as the field is ultimately in principle a branch of population genetics (though in practice some of the more statistical aspects don’t necessarily derive from genetic foundations at all).

Honorable mention:

- Genetics of Populations. More ecological illustrations from what I can tell. I remember that this book had a better explanation of balancing selection through spatial variation, for example, than the Hartl & Clark book. That makes sense if you have a more ecological bias.

- Population Genetics and Microevolutionary Theory. More recent human illustrations.

- Population Genetics by Matthew Hamilton. I’ve never read this book, but my impression is that this is more introductory, and is positioned somewhere between the Gillespie book and Hartl & Clark/Hedrick/Templeton books.

- Evolutionary Quantitative Genetics. The title says it all.

- Genetics and Analysis of Quantitative Traits. Basically an encyclopedia.

CATEGORIZED UNDER: Population Genetics
  • Charles Nydorf

    If I am not mistaken, my introduction to population genetics was a book that I haven’t seen for many years. When I was 12, the children’s librarian at the Fresh Meadows branch of the Queens Public Library recommended “Races and People” by William C. Boyd and Isaac Asimov. As I remember the book used population genetics to explain the subject.

  • candid_observer

    I’m surprised you didn’t mention Quantitative Genetics by Falconer and Mackay. I have rarely read a clearer book on a difficult subject. I don’t think it assumes any math higher than high school algebra. Every exercise gets at an important concept, introduces no more complexity than does the concept itself, and is doable.

    It is a remarkably good text in a field littered with remarkably bad texts.

  • https://plus.google.com/109962494182694679780/posts Razib Khan

    #2, i’m surprised you didn’t read the whole post! :-)

  • candid_observer

    That’s really weird… I thought I had scrolled all the way down, and didn’t see Falconer and Mackay.

    But anyway, sorry for that oversight — and take my comment instead as a major endorsement of that particular text.

  • mdb

    I would recommend a review or introduction to matrices as well.

    http://www.khanacademy.org/math/algebra/algebra-matrices/v/matrix-multiplication–part-1

  • http://Sjespositoweblog.blogspot.com S.J. Esposito

    Razib, I hope you don’t mind me offering up an unmentioned contender. Hartl’s book “Primer of Population Genetics” is excellent and does exactly what it intends to do. It provides an entry point into the material and primes the reader for Hartl’s other work. It’s about the size of Gillipsie’s book, but is much better in its approach–I own and have worked through both.

  • https://plus.google.com/109962494182694679780/posts Razib Khan

    #6, good to know.

  • http://evolution.gs.washington.edu/felsenstein.html Joe Felsenstein

    The books you have listed are good ones, by fine people. But may I immodestly suggest a book of mine? If you want to work your way through the theory of theoretical population genetics, I have set of notes for my Genome 562 course, a textbook. It is a freely-downloadable PDF (start with my website by clicking on my name in this comment). It’s not for everyone but I think those interested in knowing how the theory actually works in more detail will benefit from it. As it’s free, I have no monetary interest in calling your attention to it, just pure ego. (And if you want a one-locus population genetics simulation program, try PopG at my lab’s website too — Google “Felsenstein PopG”).

  • Charles Nydorf

    Sewall Wright’s “Evolution: selected papers” is still good reading. I don’t know if there is a similar anthology of Fisher’s articles but that would also be great.

  • April Brown

    I’ve seen a book called “The Seven Daughters of Eve” mentioned in conjunction with the sort of infomration returned by 23andme. I tend to take books with catchy titles and little dramatizations with a grain of salt, but I suppose that might be unfair. A flair for storytelling doesn’t necessarily mean a deficit in passing on technical information.

    Do you have any opinions on the usefulness of this book? Thanks.

  • https://plus.google.com/109962494182694679780/posts Razib Khan

    Do you have any opinions on the usefulness of this book?

    it’s outdated.

  • Herman van Rijswijck

    No illegal downloadlinks?! Their absence seems somewhat illegitimate.

NEW ON DISCOVER
OPEN
CITIZEN SCIENCE
ADVERTISEMENT

Discover's Newsletter

Sign up to get the latest science news delivered weekly right to your inbox!

Gene Expression

This blog is about evolution, genetics, genomics and their interstices. Please beware that comments are aggressively moderated. Uncivil or churlish comments will likely get you banned immediately, so make any contribution count!

About Razib Khan

I have degrees in biology and biochemistry, a passion for genetics, history, and philosophy, and shrimp is my favorite food. In relation to nationality I'm a American Northwesterner, in politics I'm a reactionary, and as for religion I have none (I'm an atheist). If you want to know more, see the links at http://www.razib.com

ADVERTISEMENT

See More

ADVERTISEMENT

RSS Razib’s Pinboard

Edifying books

Collapse bottom bar
+

Login to your Account

X
E-mail address:
Password:
Remember me
Forgot your password?
No problem. Click here to have it e-mailed to you.

Not Registered Yet?

Register now for FREE. Registration only takes a few minutes to complete. Register now »