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Bioconductor: open software development for computational biology and bioinformatics
Details of the aims and methods of Bioconductor, the collaborative creation of extensible software for computational biology and bioinformatics, and current challenges are described.
Sweave: Dynamic Generation of Statistical Reports Using Literate Data Analysis
- F. Leisch
- Computer ScienceInternational Conference on Computational…
Sweave combines typesetting with LATEX and data anlysis with S into integrated statistical documents that can be automatically updated if data or analysis change, which allows truly reproducible research.
FlexMix: A general framework for finite mixture models and latent class regression in R
- F. Leisch
- Computer Science
- 18 October 2004
FlexMix implements a general framework for fitting discrete mixtures of regression models in the R statistical computing environment and provides the E-step and all data handling, while the M-step can be supplied by the user to easily define new models.
Strucchange: An R package for testing for structural change in linear regression models
An R package called strucchange makes powerful tools available to display information about structural changes in regression relationships and to assess their significance and it is described how incoming data can be monitored.
FlexMix Version 2: Finite Mixtures with Concomitant Variables and Varying and Constant Parameters
The functionality of the Flexmix package was enhanced and concomitant variable models as well as varying and constant parameters for the component specific generalized linear regression models can be fitted.
semPLS: Structural Equation Modeling Using Partial Least Squares
The semPLS package provides the capability to estimate PLS path models within the R programming environment and contains modular methods for computation of bootstrap confidence intervals, model parameters and several quality indices.
Misc Functions of the Department of Statistics (e1071), TU Wien
The support vector machine under test
Misc Functions of the Department of Statistics, ProbabilityTheory Group (Formerly: E1071), TU Wien
MONITORING STRUCTURAL CHANGES WITH THE GENERALIZED FLUCTUATION TEST
In this paper we introduce the generalized fluctuation test for monitoring structural changes and establish a result characterizing the limiting behavior of this class of tests. As applications of…