Lecture

Estimation & Spectral Analysis in Time Series

Related lectures (35)
Vector Autoregression
Explores Vector Autoregression for modeling vector-valued time series, covering stability, Yule-Walker equations, and spectral representation.
Spectral Estimation: Periodogram and Tapering
Explores spectral representations, ACVS estimation, and spectral estimation in time series analysis.
General Linear Processes: Wold Decomposition Theorem
Explores general linear processes, the Wold decomposition theorem, and spectral analysis in time series analysis.
Spectral analysis and stationarity tests
Covers spectral analysis, stationarity tests, challenges of nonstationary time series, and tools for analysis with missing data.
NMR spectral analysis
Corrects mistakes in NMR spectrum analysis, emphasizing integration values and chemical shifts.

Graph Chatbot

Chat with Graph Search

Ask any question about EPFL courses, lectures, exercises, research, news, etc. or try the example questions below.

DISCLAIMER: The Graph Chatbot is not programmed to provide explicit or categorical answers to your questions. Rather, it transforms your questions into API requests that are distributed across the various IT services officially administered by EPFL. Its purpose is solely to collect and recommend relevant references to content that you can explore to help you answer your questions.