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18:20 Topic 71: Introduction to System Response to… Topic 71: Introduction to System Response to Random Signals (PETARS, Chapter 10)	Topic 71: Introduction to System Response to Random Signals (PETARS, Chapter 10) This Topic introduces the concept of calculating the stochastic process at the output of a known deterministic system, given a stochastic process at the input of the system. This concept is… input output statistics response process signals domain realisations impulse signal systems difference correlation equation realisation linear calculations question handout transformation pgee11164 From James Hopgood on November 24th, 2020 0 likes 62 plays 0 Course Code PGEE11164 Licence Type All rights reserved Date Created November 23rd, 2020
13:23 Topic 59: Introduction to Stochastic Processes… Topic 59: Introduction to Stochastic Processes (PETARS, Chapter 8)	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… pgee11164 process sequence signals ensemble processes outcome outcomes sample interpretations space function point variables linear realizations handout signal probability diagram vectors From James Hopgood on November 1st, 2020 0 likes 78 plays 0 Course Code PGEE11164 Licence Type All rights reserved Date Created November 1st, 2020
21:25 Topic 33: Auxiliary Variables (PETARS, Chapter 5) Topic 33: Auxiliary Variables (PETARS, Chapter 5)	Topic 33: Auxiliary Variables (PETARS, Chapter 5) Auxiliary variables are introduced as a method for calculating a single function of multiple random variables, through a two-stage process of using the probability transformation rule followed by… pgee11164 variables alpha pdf probability handout w. substitution expression hat times infinity dx minus variable formula solution marginalization jacobian transformation ratio From James Hopgood on October 7th, 2020 0 likes 103 plays 0 Course Code PGEE11164 Licence Type All rights reserved Date Created October 7th, 2020
06:58 Topic B: How to navigate LEARN (PETARS, Chapter 0) Topic B: How to navigate LEARN (PETARS, Chapter 0)	Topic B: How to navigate LEARN (PETARS, Chapter 0) This video shows you how to navigate the LEARN virtual learning environment for the Probability, Estimation Theory, and Random Signals course. It shows how to navigate course content and the course… pgeee11164 chapter topics discussion materials study lecture handout activities week guide bottom probability 0x100 topic outcomes button screen bit signals theory From James Hopgood on September 22nd, 2020 1 likes 111 plays 0 Course Code PGEE11164 Licence Type All rights reserved Date Created September 22nd, 2020
21:59 Topic 17: Conditional Probability and Bayes Rule… Topic 17: Conditional Probability and Bayes Rule (PETARS, Chapter 3)	Topic 17: Conditional Probability and Bayes Rule (PETARS, Chapter 3) This slightly longer than usual video covers conditional probability and gives some examples that are initially counter-intuitive. Bayes theorem is then developed from conditional probability, and… pgee11164 probability prisoner problem fact boy warden handout outcomes coin definition event times heartbeat person boys children formula term reward prisoners From James Hopgood on September 5th, 2020 0 likes 125 plays 0 Course Code PGEE11164 Licence Type Creative Commons - Attribution Date Created September 5th, 2020
12:33 Topic 1: How to Study using the Course Materials… Topic 1: How to Study using the Course Materials (PETARS, Chapter 1)	Topic 1: How to Study using the Course Materials (PETARS, Chapter 1) This video welcomes students to the PETARs course, and shows the best way of using the teaching materials to study this course in hybrid teaching mode. The materials available range from handouts… pgee11164 signal probability processing lecture estimation topic handouts theory activities signals topics parts courses credit handout aspects understanding videos variables material From James Hopgood on September 3rd, 2020 1 likes 148 plays 0 Course Code PGEEE11164 Licence Type All rights reserved Date Created September 3rd, 2020
25:36 Resistivity_Interpretation Resistivity_Interpretation	Resistivity_Interpretation This video is the online tutorial for Practical 4 (resistivity interpretation) on the course Introduction to Geophysics. geophysics layer resistivity layers master model curve curves computer meters values fit lines depth thickness electrode thing handout misfit inverse separation From Wyn Williams on March 18th, 2020 0 likes 25 plays 0 Course Code EASC08008 Licence Type All rights reserved The University of Edinburgh Date Created March 18th, 2020

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