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EXTREME VALUE THEORY || MODELLING RARE EVENTS

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#statistics #machinelearning #quantitativefinance #operationalrisk
Extreme Value Theory is a Statistical analysis used to study extreme events (rare events). Deviation from the median of the probability distribution of any event. Extreme events happen in many areas of Science, Engineering and Social science Climate events (floods, fire events). It has many uses across fields like size effects of drugs (in medicine), Market risk (in finance), Operational risk events (in finance), Cyber attack.
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Extreme Value Theory is a Statistical analysis used to study extreme events (rare events). Deviation from the median of the probability distribution of any event. Extreme events happen in many areas of Science, Engineering and Social science Climate events (floods, fire events). It has many uses across fields like size effects of drugs (in medicine), Market risk (in finance), Operational risk events (in finance), Cyber attack.
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Recommended Data Science Books on Amazon :
EXTREME VALUE THEORY || MODELLING RARE EVENTS
Extreme value theory (QRM Chapter 5)
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Extreme Value Theory Pt I
Extreme Value Theory: 3.2 Modelling non-identically distributed extremes in R
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Dimitry Venger - Extreme Value Analysis | PyData Tel Aviv 2022
Extreme Value Theory: 2.3 Alternative characterisations of 'extreme' (summary)
NE499/515 - Lecture 19: The Whisper Extreme Value Theory Method
Johan Segers: Modelling multivariate extreme value distributions via Markov trees
Statistical Models for Extreme Value Analysis
Extreme Value Theory: 3.1 Extremes of non-identically distributed processes
Modelling extremes
Rafał Kulik: Blocks estimators in Extreme Value Theory
Weather Extremes: Analyzing Extreme Events Using EVT
Multivariate Extreme Value Models
EVS Session 3 POT
Directed Graphical Models for Extreme Value Statistics
Extreme Value Theory Pt III (First Extreme Value Theorem)
Extreme Value Theory - Quick Review (FRM Part 2, Book 1, Market Risk)
Laws of Probability: The History of the Extreme Value Distributions
Sebastian Engelke(University of Geneva)Causality for Extreme values
BSC is pioneering use of Extreme Value Theory in Computer Sciences
1. Applied Econometrics Extreme Value Theory
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