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cobs

R package cobs: Constrained B-Splines (Sparse Matrix Based). Qualitatively Constrained (Regression) Smoothing Splines via Linear Programming and Sparse Matrices.

Keywords for this software

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  • linear program
  • (P)-splines
  • R package
  • log-concave
  • cone projection
  • generalized additive models
  • physician visits
  • functional partial least squares
  • smoothing spline
  • non-stationarity
  • maximum likelihood
  • temperature data
  • regression on the tail of the distribution
  • head circumference
  • nonparametric regression
  • partial linear
  • simultaneous quantile regression
  • smoothing
  • Pickands function
  • functional time series
  • GAMLSS
  • skewness
  • confidence interval
  • O’Sullivan penalised splines
  • demographic forecasting
  • interior-point
  • beta negative binomial
  • quantile regression
  • Box-Cox (t)
  • quantile and expectile regression

  • URL: cran.r-project.org/web...
  • Code
  • InternetArchive
  • Manual: cran.r-project.org/web...
  • Authors: Pin T. Ng, Martin Maechler
  • Dependencies: R

  • Add information on this software.


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References in zbMATH (referenced in 9 articles )

Showing results 1 to 9 of 9.
y Sorted by year (citations)

  1. Rodrigues, T.; Dortet-Bernadet, J.-L.; Fan, Y.: Simultaneous Fitting of Bayesian penalised quantile splines (2019)
  2. Stasinopoulos, Mikis D.; Rigby, Robert A.; De Bastiani, Fernanda: GAMLSS: a distributional regression approach (2018)
  3. Mhalla, Linda; Chavez-Demoulin, Valérie; Naveau, Philippe: Non-linear models for extremal dependence (2017)
  4. Azadbakhsh, Mahdis; Jankowski, Hanna; Gao, Xin: Computing confidence intervals for log-concave densities (2014)
  5. Xiyue Liao; Mary Meyer: coneproj: An R Package for the Primal or Dual Cone Projections with Routines for Constrained Regression (2014) not zbMATH
  6. Rigby, Ra; Stasinopoulos, Dm; Voudouris, V.: Discussion: a comparison of GAMLSS with quantile regression (2013)
  7. Schnabel, Sabine K.; Eilers, Paul H. C.: Simultaneous estimation of quantile curves using quantile sheets (2013)
  8. Hyndman, Rob J.; Shang, Han Lin: Forecasting functional time series (2009)
  9. Ng, Pin; Maechler, Martin: A fast and efficient implementation of qualitatively constrained quantile smoothing splines (2007)

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    • Top MSC classes
      • 62 Statistics
      • 91 Game theory, economics,...

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