9.07 | Fall 2016 | Undergraduate

Statistics for Brain and Cognitive Science

Readings

The primary course material will be the lecture notes for each lecture.

Other Text References

Dekking, F. M., C. Kraaikamp, et al. A Modern Introduction to Probability and Statistics: Understanding Why and How (Springer Texts in Statistics). Springer, 2007. ISBN: 9781852338961.

DeGroot, Morris H., Mark J. Schervish. Probability and Statistics. 3rd ed. Addison Wesley, 2002. ISBN: 9780201524888

Rice, John A. Mathematical Statistics and Data Analysis. 3rd ed. Duxbury Press, 2006. ISBN: 9780534399429.

Rosner, Bernard. Fundamentals of Biostatistics. 6th ed. Duxbury Press, 2005. ISBN: 9780534418205.

Pawitan, Yudi. In All Likelihood: Statistical Modeling and Inference Using Likelihood. Oxford University Press, 2013. ISBN: 9780199671229. [Preview with Google Books]

Wallisch, Pascal, Michael E. Lusignan, et al. MATLAB® for Neuroscientists: An Introduction to Scientific Computing in MATLAB. Academic Press, 2008. ISBN: 9780123745514. (eBook ISBN: 9780080923284)

Supplemental Materials

Hypothesis Testing Summary (PDF)

MATLAB tutorial by Camilo Lamus, 2010 (PDF)

Standard Normal Cumulative Probability Table (PDF)

Course Info

Instructor
As Taught In
Fall 2016
Learning Resource Types
Lecture Notes
Problem Sets