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Research
Latest papers
Prediction intervals with random forests.
Statistical methods in medical research · 2020 · senior author
L₁ splitting rules in survival forests.
Lifetime data analysis · 2017
Global tests for novelty.
Statistical methods in medical research · 2017
Latest funding
- $31,000
Random Forests for Analyzing Complex Data
NSERC · 2024 · Principal investigator
- $198,000
Random forests, nonparametric and screening methods
NSERC · 2016 · Principal investigator
- $125,000
Nonparametric and Tree Based Methods
NSERC · 2009 · Principal investigator
3 publications.
Prediction intervals with random forests.
Roy MH, Larocque D
L₁ splitting rules in survival forests.
Moradian H, Larocque D, Bellavance F
Global tests for novelty.
Ahonen I, Larocque D, Nevalainen J
Random Forests for Analyzing Complex Data
Principal investigators: Larocque, Denis
Keywords: tree-based methods; random forests; dependent data; network data; conditional average treatment effect; longitudinal data; survival data; matrix factorization; clustered data
Random forests, nonparametric and screening methods
Principal investigators: Larocque, Denis
Keywords: Nonparametric Methods; Random Forests; Rank Based Methods; Robust Methods; Tree Based Methods; Variable Screening
Nonparametric and Tree Based Methods
Principal investigators: Larocque, Denis
Grappe de calcul pour l'exploitation de données et l'Ingénierie financiére
Principal investigators: Remillard, Bruno
Multivariate nonparametric methods and ensemble methods
Principal investigators: Larocque, Denis
Nouvelle économie financière (e-finance)
Principal investigators: Dionne, Georges
Keywords: nouvelle économie financière; e-finance; e-révolution; marché boursier; bourse électronique; globalisation des marchés; régulation; liquidité; segmentation; volatilité; produit dérivé; banque de données de grande dimension; réseau parallèle d'ordinateurs
Nonparametric methods for multivariate and dependent data
Principal investigators: Larocque, Denis
From CIHR, NSERC and SSHRC funding decisions: CIHR since 2008, NSERC since 1991 and SSHRC since 1998, including their latest published competition results.
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