All materials will be acquired and read through Perusall.com
Required
King, Gary. 1998. Unifying Political Methodology: The Likelihood Theory of Statistical Inference Ann Arbor: University of Michigan Press.
A variety of papers will be assigned as well.
Recommended
It is also helpful to have access to a book on R/S programming such as
Suggested
- Pawitan, Yudi. 2001. In All Likelihood: Statistical Modelling and Inference Using Likelihood. Oxford University Press
- Barnett, Vic. 1982. Comparative Statistical Inference. 2nd edition. Wiley.
- Chiang, Alpha. 1984. Fundamental Methods of Mathematical Economics. McGraw-Hill.
- DeGroot, Morris H. 1986. Probability and Statistics. Addison-Wesley. or Mendenhall, William and Robert J. Beaver.\ 1994. Mathematical Statistics with Applications. Duxbury.
- Edwards, A.W.F. 1984. Likelihood. Cambridge University Press.
- Gelman, Andrew et al. 2004. Bayesian Data Analysis. Chapman and Hall.
- Gill, Jeff. 2008. Bayesian Methods: A Social and Behavioral Sciences Approach, 2nd ed, Chapman and Hall.
- Harvey, Andrew C. 1990. The Econometric Analysis of Time Series. MIT Press.
- Joreskog, Karl G. and Dag Sorbom, edited by Jay Magidson. 1979. Advances in Factor Analysis and Structural Equation Models. University Press of America.
- King, Gary. 1997. A Solution to the Ecological Inference Problem: Reconstructing Individual Behavior from Aggregate Data. Princeton: Princeton University Press.
- Kleppner, Daniel and Norman Ramsey. Quick Calculus. Wiley.
- Lee J. Bain and Max Engelhardt. 1987. Introduction to Probability and Mathematical Statistics. Duxbury.
- McCullagh, Peter and J. A. Nelder. 1993. Generalized Linear Models Chapman-Hall.
- Mills, Terence C. 1990. Time Series Techniques for Economists. New York: Cambridge University Press.
- Norman J. Johnson and Samuel Kotz. Distributions in Statistics, four volumes. John Wiley and Sons.
- Rice, John A. 1995. Mathematical Statistics and Data Analysis, 2nd Ed. Belmont, CA: Duxbury Press.
- Rubinsten, Reuven Y. 1981. Simulation and the Monte Carlo Method, New York: John Wiley.
- Schafer, Joseph L. 1997. Analysis of Incomplete Multivariate Data. New York: Chapman-Hall.
- Tanner, Martin A. 1996. Tools for statistical inference: observed data and data augmentation methods, 3rd edition. New York: Springer.