Genome 570

Phylogenetic Inference

Spring, 2008

Joe Felsenstein

Syllabus of lectures

Date

Topic

Reading

     
3/31 What is a phylogeny? Parsimony - a small example Chapter 1
4/2  Parsimony algorithms - small parsimony problem Chapter 2
  4 Exact enumeration - the number of trees Chapter 3
     
4/7 Searching tree space heuristically Chapter 4
  9 Branch and bound Chapter 5
  11 Reconstruction of ancestral character states.
Branch lengths; Variants of parsimony
Chapters 6, 7
     
4/14 Variants of parsimony, cont'd; Compatibility Chapters 7, 8
  16 Inconsistency and parsimony Chapter 9
  18    "   "   "   "  "  
     
4/21 A brief discussion of philosophy, parsimony, history etc. Chapter 10
  23 Distance matrix methods: UPGMA, Fitch-Margoliash Chapter 11
  25      "    "      "    : Neighbor-joining, Minimum evolution, etc. Chapter 11
     
4/28 DNA distances incl. rate variation among sites Chapter 13
  30 Protein distances and models Chapter 14
5/2 Restriction sites, RAPDs, microsatellites, etc. Chaps. 14, 15
     
5/5 Likelihood methods Chapter 16 (through page 259)
  7 Hidden Markov Models of rate variation Chapter 16 (page 259 on)
  9 Bayesian inference Chapter 18
     
5/12 Testing trees, clocks, etc. by likelihood ratio tests Chapter 19
  14 The bootstrap, the jackknife, etc. Chapter 20
  16    "   "   "      "   "   
     
5/19 Paired sites tests Chapter 21
  21 Trees from continuous characters and gene frequencies Chaps. 23, 24
  23 Comparative methods Chapter 25
     
5/26 HOLIDAY (Memorial Day; last day of NW Folk Life Festival)  
  28 Another kind of tree: Coalescents Chapter 26
  30 Likelihoods on coalescents Chapter 27
     
6/2 Consensus trees. Tree distances. Chapter 30
  4 Tests based on tree shape. Chaps. 33
  6 Drawing rooted and unrooted trees Chaps. 34

Final Exam:

2:30-4:30 Wednesday, June 11 in the lecture room.

Textbook:

Felsenstein, J. 2004. Inferring Phylogenies. Sinauer Associates, Sunderland, Massachusetts.

What is being left out

Owing to the press of time, I have not been able to schedule lectures on three major topics: Quartets methods (Chapter 12), Hadamard methods (Chapter 17), and Invariants (Chapter 22). These are all methods of particularly great interests to those concerned with the mathematical structures underlying the inference of phylogenies. Students will not be held for this material but are encouraged to read it anyway.