Chapter 1. Introductory Developments -- Chapter 2. The Simple Regression Model -- Chapter 3. The Multiple Regression Model -- Chapter 4. Heteroskedasticity and Autocorrelation of Errors -- Chapter 5. Problems With Explanatory Variables -- Chapter 6. Distributed Lag Models -- Chapter 7. An...

This paper examines the stochastic properties of aggregate macroeconomic time series from the standpoint of fractionally integrated models, and focuses on the persistence of economic shocks. We develop a simple macroeconomic model that exhibits long-term dependence, a consequence of aggregation...

We examine optimal and other monetary policies in a linear-quadratic setup with a relatively general form of model uncertainty, so-called Markov jump-linear-quadratic systems extended to include forward-looking variables. The form of model uncertainty our framework encompasses includes: simple...

This paper focuses on developing and adapting statistical models of counts (non-negative integers) in the context of panel data and using them to analyze the relationship between patents and R&D expenditures. The model used is an application and generalization of the Poisson distribution to...