• AutoClass

  • Referenced in 68 articles [sw26092]
  • rate our classifications with an approximate posterior probability of the distribution function w.r.t. the data ... parameters. Approximation is necessitated by the computational complexity of the joint probability, and our marginalization ... maxima in the parameter space. This posterior probability rating allows direct comparison of alternate density ... basic mixture model, describe the approximations needed for computational tractability, give some specifics of models...
  • BNT

  • Referenced in 69 articles [sw07384]
  • supports many kinds of nodes (probability distributions), exact and approximate inference, parameter and structure learning...
  • KELLEY

  • Referenced in 610 articles [sw04829]
  • problems. The style of the book is probably best described by the following quote from ... into two parts. The first part, occupying approximately 100 pages, is devoted to the optimization...
  • APMC

  • Referenced in 28 articles [sw11483]
  • give a randomized algorithm to approximate the probability that a property expressed by some positive...
  • ProbLog

  • Referenced in 83 articles [sw06945]
  • success probability of a given query, either exactly or using various approximate methods. ProbLog1 also ... ProbLog2 allows the user to compute marginal probabilities of any number of ground atoms...
  • GloptiPoly

  • Referenced in 301 articles [sw04343]
  • intended to solve, or at least approximate, the Generalized Problem of Moments (GPM), an infinite ... algebra, Fourier analysis, functional analysis, operator theory, probability and statistics, to cite...
  • MOPED

  • Referenced in 12 articles [sw02388]
  • Parzen estimator to approximate the probability density of solutions lying on the Pareto front...
  • abc

  • Referenced in 37 articles [sw14871]
  • Tools for Approximate Bayesian Computation (ABC). Implements several ABC algorithms for performing parameter estimation, model ... estimates, and to calculate the misclassification probabilities of different models...
  • LibDAI

  • Referenced in 15 articles [sw06422]
  • graphs). It offers various approximations of the partition sum, marginal probability distributions and maximum probability ... with other open source software packages for approximate inference is given. libDAI is licensed under...
  • CompEcon

  • Referenced in 49 articles [sw04789]
  • integrated set of routines for function approximation using polynomial, splines and other functional families ... routines for general functions and for common probability distributions, general solvers for Ordinary Differential Equations...
  • exactLoglinTest

  • Referenced in 3 articles [sw25926]
  • normal approximation and importance sampling to approximate probabilities from the conditional distribution. Usually, this results...
  • BIONJ

  • Referenced in 29 articles [sw08301]
  • with high substitution rates (maximum pairwise divergence approximately 1.0 substitutions per site), the error reduction ... even rise above 50%, while the probability of finding the correct tree may be augmented...
  • Bolsig

  • Referenced in 16 articles [sw12508]
  • probabilities are assumed to be uniform; the angular dependence of the electron distribution is approximated...
  • BallsInBoxes

  • Referenced in 1 article [sw11415]
  • package for computing, both exactly and approximately, probabilities for the maximum number of balls...
  • pvclust

  • Referenced in 9 articles [sw07120]
  • provides AU (approximately unbiased) p-values as well as BP (boostrap probability) values computed...
  • k.c

  • Referenced in 11 articles [sw26357]
  • probabilities>.999 with n’s of several thousand, we provide a quick approximation that gives...
  • Scaleboot

  • Referenced in 2 articles [sw09173]
  • Multiscale Bootstrap. Calculating approximately unbiased (AU) p-values from multiscale bootstrap probabilities...
  • ASSA-PBN

  • Referenced in 2 articles [sw32146]
  • analyser which can approximately compute the steady-state probabilities of PBNs. For large PBNs, such...
  • Orthants

  • Referenced in 12 articles [sw14755]
  • singular multivariate normal distributions. Orthant probabilities are expressed in terms of those for auto-regressive ... efficient method is developed for numerical approximation of the latter. The approach allows more efficient...
  • DRHotNet

  • Referenced in 1 article [sw31040]
  • /sjos.12255> to approximate the probability of occurrence across space for the type of event specified...