Chapter 10 Statistical Analysis
We first review some basic function of statistics: central tendency and dispersion before going into regression analysis.
generate random numbers
estimate time series models (ARIMA using arima, GARCH using rugarch, VAR using vars)
estimate panel data (plm package)
Simulation on random walk model
Simulation on Roll model for effective bid-ask spread