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11 projects in result set.
Analysis of Count Time Series - R package which provides likelihood-based methods for model fitting and assessment, prediction and intervention analysis of count time series following generalized linear models.
Tags: time series, autocorrelation, break detection, change detection, regression, count data

Activity Percentile: 0
Activity Ranking: 0
Registered: 2013-04-04 13:48

Breakpoint detection error - Functions for calculating the breakpoint detection error, which can be used for segmentation model selection.
Tags: Bioinformatics, Copy number variant, Copynumber, break detection, change detection

Activity Percentile: 0
Activity Ranking: 0
Registered: 2012-11-27 16:51

Breaks For Additive Season and Trend - BFAST, Breaks For Additive Season and Trend, integrates the decomposition of time series into trend, season, and remainder components with methods for detecting and characterizing change within time series.
Tags: break detection, tipping points, trend analysis

Activity Percentile: 0
Activity Ranking: 0
Registered: 2009-09-14 03:28

EBS - EBS is an R package for the Exact Bayesian Segmentation of profiles. Exploring the segmentation space, it computes posterior probabilities of quantities such as change-point localization, and proposes an efficient criterion for the choice of K.
Tags: Bayesian, Copynumber, Sequence analysis, break detection
This project has not yet categorized itself in the Trove Software Map


Activity Percentile: 0
Activity Ranking: 0
Registered: 2012-05-29 15:59

Joint segmentation [MOVED TO GITHUB] - This package implements functions to quickly segment multivariate signals into piecewise constant profiles. Typical application: joint segmentation of DNA copy number signals obtained from Single Nucleotide Polymorphism microarrays in cancer studies.
Tags: Bioinformatics, CNV, Cancer, Copynumber, biostatistics, break detection, high dimentional data
This project has not yet categorized itself in the Trove Software Map


Activity Percentile: 0
Activity Ranking: 0
Registered: 2013-01-04 20:37

RASTA - The RASTA package provides chapters, demo’s, tutorials and datasets to demonstrate the importance of using a scripting language for Reproducible and Applied Spatial and Temporal Analysis (RASTA).
Tags: break detection, raster, spatial, spatial classes, spatial data, spatial methods, spatial operators, tipping points

Activity Percentile: 0
Activity Ranking: 0
Registered: 2013-08-21 12:32

SegAnnot - SegAnnot calculates the least squares segmentation for piecewise constant annotated noisy signals.
Tags: Copy number variant, Copynumber, break detection, change detection, optimization, segmentation

Activity Percentile: 0
Activity Ranking: 0
Registered: 2012-11-27 16:58

Segmentor3IsBack - Segmentor3IsBack is an R package for the optimal and fast segmentation of data-sets with respect to the log-likelihood loss. The main code has been developed in C++ in a versatile manner, and embeded in an R package.
Tags: Copynumber, Sequence analysis, break detection, change detection, likelihood, optimization
This project has not yet categorized itself in the Trove Software Map


Activity Percentile: 0
Activity Ranking: 0
Registered: 2012-05-24 16:38

greenbrown - greenbrown is a collection of functions to analyse trends, trend changes and phenology in gridded time series like from satellite observations or climate model simulations.
Tags: break detection, remote sensing, tipping points, trend analysis, phenology, spatio-temporal

Activity Percentile: 0
Activity Ranking: 0
Registered: 2013-02-27 17:37

lm.br - Exact significance tests for a changepoint in linear or multiple linear regression. Confidence intervals and confidence regions with exact coverage probabilities for the changepoint.
Tags: changepoint, breakpoint, brokenline regression, change detection, linear models, nonlinear models, regression, structural break, thresholds, break detection, Regression, Multivariate Regression, multivariate, multivariate regression, multiple regression, Multivariate Analysis

Activity Percentile: 0
Activity Ranking: 0
Registered: 2013-02-25 20:29

surveillance - The R-package 'surveillance' is a framework for the development of statistical methods for the modeling and change-point detection in time series of counts, proportions and categorical data as well as continuous-time epidemic like point process phenomena.
Tags: Ecology, autocorrelation, biostatistics, break detection, categorical, change detection, disease mapping, dynamic systems, ecology, event histories, model specification, regression, spatial, spatial data, spatial methods, spatio-temporal, spatio-temporal point patterns

Activity Percentile: 43
Activity Ranking: 26
Registered: 2007-06-19 14:46

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