As they become available, you may download lecture slides here.

They are pdf files, which can be viewed with a pdf viewer.

Dates in the furure are tentative.

- 27 January Lecture
*Fitting Linear Statistical Models to Data by Least Squares I: Introduction*

- 30 January Lecture
*Fitting Linear Statistical Models to Data by Least Squares II: Weighted*

- Future Lecture
*Fitting Linear Statistical Models to Data by Least Squares III: Multivariate*

Chapter 6 of

That chapter also covers fitting by least squares as an application.

- 3 February Lecture
*Modeling Epidemics: Introduction*

- 6 February Lecture
*Modeling Epidemics: Introduction*

- 15 February Lecture
*Modeling Epidemics: Fitting Nonlinear Models to Data*

- 22 February Lecture
*Modeling Epidemics: New Model and Nondimensionalization*

- 1 February Lecture
*Risk and Return I: Introduction*

- 8 February Lecture
*Risk and Return II: Markowitz Portfolios*

- 10 February Lecture
*Risk and Return III: Basic Markowitz Portfolio Theory*

- 17 February Lecture
*Portfolio Models I: Portfolios with Risk-Free Assets*

- 24 February Lecture
*Portfolio Models II: Long Portfolios*

- 2 March Lecture
*Portfolio Models III: Long Portfolios with a Safe Investment*

- 26 March Lecture
*Stochastic Models I: One Risky Asset*

- 2 April Lecture
*Stochastic Models II: Portfolios with Risky Assets*

- 11 April Lecture
*Optimization I: Model-Based Objective Functions*

- 18 April Lecture
*Optimization II: Model-Based Portfolio Management*

- 25 April Lecture
*Optimization II: Conclusion*