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# CITATION file created with {cffr} R package
# See also: https://docs.ropensci.org/cffr/
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cff-version: 1.2.0
message: 'To cite package "crch" in publications use:'
type: software
license:
- GPL-2.0-only
- GPL-3.0-only
title: 'crch: Censored Regression with Conditional Heteroscedasticity'
version: 1.2-1
doi: 10.32614/RJ-2016-012
identifiers:
- type: doi
  value: 10.32614/CRAN.package.crch
- type: url
  value: https://topmodels.R-Forge.R-project.org/crch/
abstract: Different approaches to censored or truncated regression with conditional
  heteroscedasticity are provided. First, continuous distributions can be used for
  the (right and/or left censored or truncated) response with separate linear predictors
  for the mean and variance. Second, cumulative link models for ordinal data (obtained
  by interval-censoring continuous data) can be employed for heteroscedastic extended
  logistic regression (HXLR). In the latter type of models, the intercepts depend
  on the thresholds that define the intervals. Infrastructure for working with censored
  or truncated normal, logistic, and Student-t distributions, i.e., d/p/q/r functions
  and distributions3 objects.
authors:
- family-names: Zeileis
  given-names: Achim
  email: Achim.Zeileis@R-project.org
  orcid: https://orcid.org/0000-0003-0918-3766
- family-names: Messner
  given-names: Jakob W.
  email: jakob.messner@posteo.net
  orcid: https://orcid.org/0000-0002-1027-3673
- family-names: Stauffer
  given-names: Reto
  email: reto.stauffer@uibk.ac.at
  orcid: https://orcid.org/0000-0002-3798-5507
preferred-citation:
  type: article
  title: Heteroscedastic Censored and Truncated Regression with crch
  authors:
  - family-names: Messner
    given-names: Jakob W.
    email: jakob.messner@posteo.net
    orcid: https://orcid.org/0000-0002-1027-3673
  - family-names: Mayr
    given-names: Georg J.
  - family-names: Zeileis
    given-names: Achim
    email: Achim.Zeileis@R-project.org
    orcid: https://orcid.org/0000-0003-0918-3766
  journal: The R Journal
  year: '2016'
  volume: '8'
  issue: '1'
  doi: 10.32614/RJ-2016-012
  start: '173'
  end: '181'
repository: https://zeileis.r-universe.dev
commit: 06b70d6fea89fc0d7f1e153e7fe9a5f80cca0aee
url: https://topmodels.R-Forge.R-project.org/crch/contact.html
date-released: '2024-09-16'
contact:
- family-names: Zeileis
  given-names: Achim
  email: Achim.Zeileis@R-project.org
  orcid: https://orcid.org/0000-0003-0918-3766
references:
- type: article
  title: Non-Homogeneous Boosting for Predictor Selection in Ensemble Post-Processing.
  authors:
  - family-names: Messner
    given-names: Jakob W.
  - family-names: Mayr
    given-names: Georg J.
  - family-names: Zeileis
    given-names: Achim
  journal: Monthly Weather Review
  year: '2017'
  volume: '145'
  issue: '1'
  doi: 10.1175/MWR-D-16-0088.1
  start: '137'
  end: '147'
- type: article
  title: Probabilistic Wind Power Forecasts with an Inverse Power Curve Transformation
    and Censored Regression
  authors:
  - family-names: Messner
    given-names: Jakob W.
  - family-names: Zeileis
    given-names: Achim
  - family-names: Broecker
    given-names: Jochen
  - family-names: Mayr
    given-names: Georg J.
  journal: Wind Energy
  year: '2014'
  volume: '17'
  issue: '11'
  doi: 10.1002/we.1666
  start: '1753'
  end: '1766'
- type: article
  title: Heteroscedastic Extended Logistic Regression for Postprocessing of Ensemble
    Guidance
  authors:
  - family-names: Messner
    given-names: Jakob W.
  - family-names: Mayr
    given-names: Georg J.
  - family-names: Zeileis
    given-names: Achim
  - family-names: Wilks
    given-names: Daniel S.
  journal: Monthly Weather Review
  year: '2014'
  volume: '142'
  issue: '1'
  doi: 10.1175/MWR-D-13-00271.1
  start: '448'
  end: '456'