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Topic 65: Time Averages and Ergodicity (PETARS, Chapter 8)

This Topic introduces the notion of estimating statistical averages from a single realisation of a stochastic process. This concept is most easily developed for estimating first and second moments…

From  James Hopgood on November 14th, 2020 0 likes 77 plays 0  

Topic 59: Introduction to Stochastic Processes (PETARS, Chapter 8)

In this first video of the Statistical Signal Processing part of the PETARS course, the notion of random signals, or stochastic processes is introduced. It is defined as a natural extension to the…

From  James Hopgood on November 1st, 2020 0 likes 74 plays 0  

Andrew Zammit Mangion (University of Wollongong) Title: Statistical Machine Learning for Spatio-Temporal Forecasting

Andrew Zammit Mangion (University of Wollongong)Title: Statistical Machine Learning for Spatio-Temporal ForecastingAbstract: Conventional spatio-temporal statistical models are well-suited for…

From  OLLIE Quinn on September 17th, 2020 0 likes 30 plays 0