Linear models and time-series analysis: regression, ANOVA, ARMA and GARCH (1st edition.)

A comprehensive and timely edition on an emerging new trend in time series, 'Linear Models and Time-Series Analysis' sets a strong foundation, in terms of distribution theory, for the linear model (regression and ANOVA), univariate time series analysis (ARMAX and GARCH), and some multivariate models associated primarily with modeling financial asset returns (copula-based structures and the discrete mixed normal and Laplace).