Project

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A Party for Model-based Forest Inference

English title A Party for Model-based Forest Inference
Applicant Hothorn Torsten
Number 177091
Funding scheme Scientific Exchanges
Research institution Institut für Epidemiologie, Biostatistik und Prävention Universität Zürich
Institution of higher education University of Zurich - ZH
Main discipline Mathematics
Start/End 01.08.2017 - 31.01.2018
Approved amount 21'000.00
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All Disciplines (2)

Discipline
Mathematics
Information Technology

Keywords (4)

Random Forests; Recursive Partitioning; Predictive Distributions; Statistical Learning

Responsible applicant and co-applicants

Publications

Publication
Distributional Regression Forests for Probabilistic Precipitation Forecasting in Complex Terrain
Schlosser Lisa, Hothorn Torsten, Stauffer Reto, Zeileis Achim (2019), Distributional Regression Forests for Probabilistic Precipitation Forecasting in Complex Terrain, in The Annals of Applied Statistics, 13(3), 1564-1589.
Top-down Transformation Choice
Torsten Hothorn (2018), Top-down Transformation Choice, in Statistical Modelling, 18(3-4), 274-298.

Collaboration

Group / person Country
Types of collaboration
Univ. Innsbruck Austria (Europe)
- in-depth/constructive exchanges on approaches, methods or results
- Publication

Associated projects

Number Title Start Funding scheme
184603 A Lego System for Transformation Inference 01.01.2020 Project funding (Div. I-III)

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