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# CITATION.cff 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 "MVR" in publications use:'
type: software
license: GPL-3.0-or-later
title: 'MVR: Mean-Variance Regularization'
version: 1.33.0
identifiers:
- type: doi
  value: 10.32614/CRAN.package.MVR
abstract: 'This is a non-parametric method for joint adaptive mean-variance regularization
  and variance stabilization of high-dimensional data. It is suited for handling difficult
  problems posed by high-dimensional multivariate datasets (p >> n paradigm). Among
  those are that the variance is often a function of the mean, variable-specific estimators
  of variances are not reliable, and tests statistics have low powers due to a lack
  of degrees of freedom. Key features include: (i) Normalization and/or variance stabilization
  of the data, (ii) Computation of mean-variance-regularized t-statistics (F-statistics
  to follow), (iii) Generation of diverse diagnostic plots, (iv) Computationally efficient
  implementation using C/C++ interfacing and an option for parallel computing to enjoy
  a faster and easier experience in the R environment.'
authors:
- family-names: Dazard
  given-names: Jean-Eudes
  email: jean-eudes.dazard@case.edu
preferred-citation:
  type: article
  title: Joint Adaptive Mean-Variance Regularization and Variance Stabilization of
    High Dimensional Data
  authors:
  - family-names: Dazard
    given-names: J-E.
  - family-names: Rao
    given-names: J.S.
  journal: Computational Statistics and Data Analysis
  year: '2012'
  volume: '56'
  issue: '7'
  start: 2317-2333
repository: https://cranhaven.r-universe.dev
repository-code: https://github.com/jedazard/MVR
commit: 76fcd3e5b9fab41e3dd895d3c3d7970f7b0e61d0
url: https://github.com/jedazard/MVR
date-released: '2018-09-10'
contact:
- family-names: Dazard
  given-names: Jean-Eudes
  email: jean-eudes.dazard@case.edu
references:
- type: proceedings
  title: R package MVR for Joint Adaptive Mean-Variance Regularization and Variance
    Stabilization
  authors:
  - family-names: Dazard
    given-names: J-E.
  - family-names: Xu
    given-names: H.
  - family-names: Rao
    given-names: J.S.
  journal: JSM Proceedings. Section for Statistical Programmers and Analysts. Miami
    Beach, FL, USA. American Statistical Association-IMS
  year: '2011'
  start: 3849-3863
- type: proceedings
  title: Regularized Variance Estimation and Variance Stabilization of High-Dimensional
    Data
  authors:
  - family-names: Dazard
    given-names: J-E.
  - family-names: Rao
    given-names: J.S.
  journal: JSM Proceedings. Section for High-Dimensional Data Analysis and Variable
    Selection. Vancouver, BC, Canada. American Statistical Association-IMS
  year: '2010'
  start: 5295-5309