• bnlearn

  • Referenced in 74 articles [sw08265]
  • along with many score functions and conditional independence tests. The Naive Bayes and the Tree ... estimation (maximum likelihood and Bayesian) and inference, conditional probability queries and cross-validation. Development snapshots...
  • Separoids

  • Referenced in 21 articles [sw08819]
  • Separoids: A Mathematical Framework for Conditional Independence and Irrelevance. We introduce an axiomatic definition...
  • GeneralisedCovarianceMeasure

  • Referenced in 11 articles [sw35668]
  • package GeneralisedCovarianceMeasure: Test for Conditional Independence Based on the Generalized Covariance Measure (GCM). A statistical ... hypothesis test for conditional independence. It performs nonlinear regressions on the conditioning variable and then...
  • MatSol

  • Referenced in 24 articles [sw12419]
  • yields the error bounds that are independent of conditioning of constraints and the results...
  • BDgraph

  • Referenced in 14 articles [sw14815]
  • Gaussian graphical modeling, which describes conditional independence of variables through the presence or absence...
  • CAViaR

  • Referenced in 185 articles [sw04424]
  • portfolio values conditional on current information, the conditional autoregressive value at risk (CAViaR) model specifies ... probability of exceeding the VaR must be independent of all the past information, we introduce...
  • gRbase

  • Referenced in 13 articles [sw10198]
  • gRbase implements functions for testing for conditional independence. gRbase illustrates how hierarchical log-linear models...
  • bnsoft

  • Referenced in 7 articles [sw08127]
  • represent conditional independence assumptions by using graphs. Specifically, nodes represent random variables and lack ... edges represent conditional independencies. The graph is a useful visual representation of complex stochastic systems...
  • RAIcode

  • Referenced in 8 articles [sw34283]
  • structure by sequential application of conditional independence (CI) tests, edge direction and structure decomposition into...
  • Rankcluster

  • Referenced in 7 articles [sw16101]
  • mixture of ISR, whereas conditional independence assumption is considered for multivariate rankings...
  • PenPC

  • Referenced in 7 articles [sw25384]
  • skeleton by evaluating a set of conditional independence hypotheses. For high-dimensional problems where...
  • strucplot

  • Referenced in 5 articles [sw10547]
  • more complex, specialized plots for visualizing conditional independence, GLMs, and the results of independence tests...
  • coin

  • Referenced in 18 articles [sw08381]
  • Permutation Test Framework. Conditional inference procedures for the general independence problem including two-sample...
  • GraphicalModels

  • Referenced in 2 articles [sw12132]
  • mixed graphs, and associated collections of conditional independence statements. Among the algorithms implemented are procedures ... ideal of graphical models, for generating conditional independence ideals of families of independence statements associated...
  • EnKF-MC

  • Referenced in 3 articles [sw15209]
  • influence are assumed to be conditionally independent. This allows to obtain sparse estimators...
  • netgwas

  • Referenced in 3 articles [sw21512]
  • 2017b), and in inferring the conditional independence network for non-Gaussian, discrete, and mixed data...
  • YGGDRASIL

  • Referenced in 2 articles [sw18988]
  • with context specific independence structures, i.e. conditional independencies holding only for specific values ... conditioning variables. This framework is constituted by the class of split models. Split models ... Markov property for reading off those independencies holding in a specific context. The second objective...
  • lg

  • Referenced in 2 articles [sw32322]
  • locally Gaussian multivariate density estimation, conditional density estimation, various independence tests ... time series data, a test for conditional independence and a test for financial contagion...
  • PDELab

  • Referenced in 29 articles [sw04090]
  • constraints eases the implementation of essential boundary conditions, hanging nodes and varying polynomial degree ... Dune software framework provides parallelization and dimension-independence...
  • LARCH

  • Referenced in 104 articles [sw02126]
  • programming language and another language that is independent of any programming language. The former kind ... some languages have mechanisms for signalling exceptional conditions, other do not. More subtle differences arise...