Axe 1 : Valorisation des données pour la prise de décision
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Credit and systemic risks in the financial services sector: Evidence from the 2008 global crisis
The Great Recession has shaken the foundations of the financial industry and led to tighter solvency monitoring of both the banking and insurance industries....
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Cette étude quantitative longitudinale examine comment la structure organisationnelle et l'environnement externe influencent la survie des firmes de capital ...
référence BibTeXRealized peaks over threshold: A high-frequency extreme value approach for financial time series
Recent contributions to the financial econometrics literature exploit high-frequency (HF) data to improve models for daily asset returns. This paper propose...
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We propose a method to build trees and forests when the response is a non-homogeneous Poisson process with excess zeros, based on two forests. The first one...
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The log-rank test is commonly used as the split function in many commonly used survival trees and forests algorithms. However, the log-rank test may have a...
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La courbe ROC permet d'évaluer les propriétés d'un test diagnostique à partir de la distribution d'une variable dans les populations saine et malade. Dans un...
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Given a complete directed graph \(G\)
with weights on the vertices and on the arcs, a \(\theta\)
-improper \(k\)
-coloring is an assignment of at most `...
An induced matching M in a graph G is dominating if every edge not in M shares exactly one vertex with an edge in M. The **dominating induced matchin...
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Clustering is a data mining method which consists in partitioning a given set of n objects into p clusters in order to minimize the dissimilarity among o...
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Traditionnellement, la planification des réserves opérationnelles dans les réseaux électriques se fait en fonction de la capacité de production disponible et...
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Deux colorations des sommets d'un graphe sont dites équivalentes si elles correspondent à la même partition de l'ensemble des sommets en classes de couleurs....
référence BibTeXEstimation of correlations in portfolio credit risk models based on noisy security prices
Portfolio credit risk models are very often constructed with correlation matrices serving as proxies for interrelations in the creditworthiness of each compa...
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An analytical approach and a control strategy are proposed in Part I of this two-part paper for leveraging the aggregate demand of a population of Thermostat...
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There are few systematic methodologies capable of predicting and leveraging the reserve capacity potential of large populations of Thermostatically-Controlle...
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Until recently, graph coloring being a computationally difficult problem, completely dynamic channel allocation was not considered in large scale networks. T...
référence BibTeXCredit risk in corporate spreads during the financial crisis of 2008: A regime-switching approach
Credit spreads and CDS premiums are investigated before, during and after the financial crisis with a flexible credit risk model. The latter is designed to c...
référence BibTeXCharacterizing and controlling the statistics of aggregated demand-based reserve resources
Il existe présentement peu de méthodes systématiques capables de prédire et de gérer le potentiel de réglage offert par de grandes populations d'appareils él...
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We consider the multivariate linear model for multilevel data where units are nested within a hierarchy of clusters. We propose permutation procedures to tes...
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L'algorithme RLF (Recursive Largest First) est l'un des plus populaires parmi les heuristiques gloutonnes pour le problème de la coloration des sommets d'un ...
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The inventory-routing problem (IRP) integrates two well-studied problems, namely, inventory management and vehicle routing. Given a set of customers to servi...
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