AbstractTime-frequency analysis deals with localized Fourier transforms. Gabor analysis is a branch of time-frequency analysis. It shares with the wavelet transform methods the ability to describe the smoothness of a given function in a location-dependent way.The main tool is the sliding window Fourier transform or short-time Fourier transform (STFT). It describes the correlation of a signal wi...
Abstract:In some sense, many issues in statistics can be viewed as being focused on issues involving missing data, from predicting future observations from past observations, to the design and analysis of surveys and experiments, to the understanding of economic models involving instrumental variables, to medical data that are unobservable due to the death of patients. This course will conside...