LogConcDEAD

R package LogConcDEAD: Log-concave Density Estimation in Arbitrary Dimensions. Computes a log-concave (maximum likelihood) estimator for i.i.d. data in any number of dimensions.

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References in zbMATH (referenced in 23 articles )

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  1. Royset, Johannes O.; Wets, Roger J.-B.: On univariate function identification problems (2018)
  2. Wang, Tengyao; Samworth, Richard J.: High dimensional change point estimation via sparse projection (2018)
  3. Doss, Charles R.; Wellner, Jon A.: Global rates of convergence of the MLEs of log-concave and $s$-concave densities (2016)
  4. Han, Qiyang; Wellner, Jon A.: Approximation and estimation of $s$-concave densities via Rényi divergences (2016)
  5. Chen, Yining: Semiparametric time series models with log-concave innovations: maximum likelihood estimation and its consistency (2015)
  6. Guntuboyina, Adityanand; Sen, Bodhisattva: Global risk bounds and adaptation in univariate convex regression (2015)
  7. Royset, Johannes O.; Wets, Roger J.-B.: Fusion of hard and soft information in nonparametric density estimation (2015)
  8. Wong, Ting-Kam Leonard: Optimization of relative arbitrage (2015)
  9. Battey, Heather; Linton, Oliver: Nonparametric estimation of multivariate elliptic densities via finite mixture sieves (2014)
  10. Jankowski, Hanna: Convergence of linear functionals of the Grenander estimator under misspecification (2014)
  11. Saumard, Adrien; Wellner, Jon A.: Log-concavity and strong log-concavity: a review (2014)
  12. Chen, Yining; Samworth, Richard J.: Smoothed log-concave maximum likelihood estimation with applications (2013)
  13. Rubio, F. J.; Johansen, Adam M.: A simple approach to maximum intractable likelihood estimation (2013)
  14. Guntuboyina, Adityanand: Optimal rates of convergence for convex set estimation from support functions (2012)
  15. Lu, H. Y. Kevin; Young, G. Alastair: Parametric bootstrap under model mis-specification (2012)
  16. Samworth, Richard J.; Yuan, Ming: Independent component analysis via nonparametric maximum likelihood estimation (2012)
  17. Dümbgen, Lutz; Samworth, Richard; Schuhmacher, Dominic: Approximation by log-concave distributions, with applications to regression (2011)
  18. Lutz Dümbgen; Kaspar Rufibach: logcondens: Computations Related to Univariate Log-Concave Density Estimation (2011)
  19. Schuhmacher, Dominic; Hüsler, André; Dümbgen, Lutz: Multivariate log-concave distributions as a nearly parametric model (2011)
  20. Seijo, Emilio; Sen, Bodhisattva: Nonparametric least squares estimation of a multivariate convex regression function (2011)

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