This page indexes handouts for Stat 8112.
- Weak Convergence in Metric Spaces in PDF
(Adobe palatable dog food format).
- The Weak Law of Large Numbers in PDF
(Adobe palatable dog food format).
- Big Oh Pee and Little Oh Pee in PDF
(Adobe palatable dog food format).
- The Finite-Dimensional Delta Method in PDF
(Adobe palatable dog food format).
- Asymptotics of Exponential Families in PDF
(Adobe palatable dog food format).
- The Wald Consistency Theorem in PDF
(Adobe palatable dog food format).
- Asymptotics of Maximum Likelihood without the LLN or CLT or Sample Size Going to Infinity, a paper specifically written to explain the asymptotics of maximum likelihood for classes like this.
- The Wilks, Wald, and Rao Tests in PDF
(Adobe palatable dog food format).
- Unbiased Estimating Equations in PDF
(Adobe palatable dog food format).
- Stationary Stochastic Processes in PDF
(Adobe palatable dog food format).
- Markov chains in PDF (Adobe palatable dog food format).