Semiparametric Time Series Models with Log-concave Innovations: Maximum Likelihood Estimation and its Consistency

Yining Chen

We study semiparametric time series models with innovations following a log-concave distribution. We propose a general maximum likelihood framework which allows us to estimate simu…