Lecture Notes

Lecture 1 [ slides (part 1)] [ slides (part 2)] [ audio with slides]

Lecture 2 [ slides] [ audio with slides]

Lecture 3 [ slides] [ audio with slides]

Lecture 4 [ slides (part 1)] [ slides (part 2)] [ audio with slides]

Lecture 5 [ slides] [ audio with slides]

Lecture 6 [ slides (part 1)] [ slides (part 2)] [ audio with slides]

Lecture 7 [ slides ]

Lecture 8 [ Unix Slides ]

Stuff

Maximum Liklihood Estimation from Statistics: with a view toward applications by Leo Brieman [ PDF]

Lagrange Multipliers from Calculus and Analytic Geometry by Sherman Stein [ PDF]

Maximum Liklihood Estimation of Amino Acid Frequency Computational Molecular Biology by Peter Clote and Rolf Backofen [ PDF]

Dynamic Programming Template [ Excel ]