• spBayes

  • Referenced in 365 articles [sw10160]
  • region of study. Such point-referenced or geostatistical data are often best analyzed with Bayesian ... variety of Gaussian spatial process models for univariate as well as multivariate point-referenced data...
  • goodwin.f77

  • Referenced in 22 articles [sw37144]
  • when the common numerical alternative, 20-point Gaussian quadrature, begins to fail. By using ... that compares the ability of 20-point Gaussian quadrature and our new method to obtain ... trials failed to converge with 20-point Gaussian quadrature, whereas the new method allowed convergence...
  • glasso

  • Referenced in 456 articles [sw07432]
  • learning the structure in an undirected Gaussian graphical model, using ℓ 1 regularization to control ... that dp-glasso is superior from several points of view...
  • ABDPACK

  • Referenced in 14 articles [sw01221]
  • systems arising in spline collocation at Gaussian points with monomial basis functions: ABDPACK ... structure arising in spline collocation at Gaussian points with monomial spline basis functions, when applied...
  • invGauss

  • Referenced in 128 articles [sw11207]
  • data. invGauss fits the (randomized drift) inverse Gaussian distribution to survival data. The model ... Survival and Event History Analysis. A Process Point of View. Springer, 2008. It is based ... barrier has been randomized with a Gaussian distribution. The model allows covariates to influence starting...
  • gstat

  • Referenced in 47 articles [sw08293]
  • simple, ordinary and universal point or block (co)kriging, sequential Gaussian or indicator (co)simulation...
  • BACOL

  • Referenced in 8 articles [sw00064]
  • implements a spline collocation method at Gaussian points, with a B-spline basis...
  • HRMSYM

  • Referenced in 55 articles [sw14017]
  • Multiple Integrals over Infinite Regions with Gaussian Weight”. Also included is software for Gauss-Hermite ... product rules for a maximum of fifty points in each variable...
  • INLA

  • Referenced in 47 articles [sw07535]
  • spatial point pattern data. We consider models that are based on log-Gaussian Cox processes ... rainforest data set with covariates and a point pattern with multiple marks...
  • fpc

  • Referenced in 27 articles [sw07105]
  • cluster validation. Fixed point clustering. Linear regression clustering. Clustering by merging Gaussian mixture components. Symmetric...
  • HSMUCE

  • Referenced in 13 articles [sw27013]
  • multiple change points of the signal in a heterogeneous Gaussian regression model. A piecewise constant ... estimated by minimizing the number of change points over the acceptance region of a multiscale...
  • TMSmesh

  • Referenced in 20 articles [sw14719]
  • TMSmesh) the Gaussian surface of biomolecules. The method computes the surface points by solving...
  • AR1seg

  • Referenced in 8 articles [sw20393]
  • package AR1seg: Segmentation of an autoregressive Gaussian process of order 1. This package corresponds ... estimating change-points in the mean of an AR(1) Gaussian process by using...
  • sns

  • Referenced in 4 articles [sw17406]
  • proposal density function is a multivariate Gaussian resulting from a second-order Taylor-series expansion ... density around the current point. The mean of the Gaussian proposal is the full Newton...
  • cpm

  • Referenced in 21 articles [sw14569]
  • univariate data streams, using the change point model framework. Functions are provided to allow nonparametric ... change detection methods are also provided for Gaussian, Bernoulli and Exponential sequences. Both the batch ... contain either a single or multiple change points...
  • FDRSeg

  • Referenced in 19 articles [sw16730]
  • multiscale change-point segmentation. Fast multiple change-point segmentation methods, which additionally provide faithful statistical ... upper bound for its FDR in a Gaussian setting, which allows to calibrate the only ... Moreover, we show that FDRSeg estimates change-point locations, as well as the signal...
  • SAGECal

  • Referenced in 1 article [sw37105]
  • supports all source models including points, Gaussians and Shapelets. Distributed calibration using MPI and consensus...
  • spate

  • Referenced in 6 articles [sw12265]
  • data that follow a Gaussian or a censored distribution with point mass at zero. Covariates...
  • convoSPAT

  • Referenced in 5 articles [sw15289]
  • Modeling. Fits convolution-based nonstationary Gaussian process models to point-referenced spatial data. The nonstationary...
  • FUNTA

  • Referenced in 6 articles [sw23476]
  • context of Gaussian processes. We determine sample breakdown points of FUNTA and compare its performance...