John Bardsley's Web Page for Math 495
Statistical, Dynamical, and Computational Modeling



Departments of Mathematics and Computer Science
The University of Montana



Calculus Review PDF.


Homework

Homework 1 (10/08): PDF, MATLAB code you'll need: MonteCarloExpFun.m, sample_plot.m, expfun.m, GaussNewton.m, logistic.m.
HW1 Solutions.
Homework 2 (10/15): PDF.
HW2 Solutions.
Homework 3 (11/11): PDF.
HW3 Solutions.
Takehome Exam Materials (11/18): PDF, blood.mat, and tumorgrowth.mat

Heikki Haario Materials

here

Lecture Notes:

Day 1 (10/01): notes
Day 2 (10/03): examples and notes. MatLab Demos: sqrt_fn.m, NewtonForRosenbrock.m, rosen.m; GaussNewtonForExpFun.m, expfun.m.
Day 3 (10/06): Lab Worksheet; MATLAB code: LinearDemo.m, nhist_fn.m, NonlinDemo_MonteCarlo.m, expfun.m, aids.mat
Day 4 (10/08): notes.
Day 5 (10/10): notes.
Day 6&7 (10/13,14): Lab Worksheet; MATLAB code: LynxHare.m, lynxhare_fn.m, lynxhare_rhs.m, sample_plot.m.
Day 8 (11/3): notes, aids data extrapolation: without sigma uncertainty, with sigma uncertainty, MATLAB code: here.
Day 9&10 (11/5): Lab Worksheet, aids example codes, polio example codes.

Possible Projects:

HIV Modelling (from Pete Howard) (Linear ODE Model): project description, related paper.
Ebola Virus Outbreak Modelling (SEIR Model): modelling paper, data paper, ebola_data.m.