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DuCorey / packages

Package Name Access Summary Updated
r-geosphere public Spherical trigonometry for geographic applications. That is, compute distances and related measures for angular (longitude/latitude) locations. 2025-03-25
r-tsdist public A set of commonly used distance measures and some additional functions which, although initially not designed for this purpose, can be used to measure the dissimilarity between time series. These measures can be used to perform clustering, classification or other data mining tasks which require the definition of a distance measure between time series. 2025-03-25
r-tsclust public A set of measures of dissimilarity between time series to perform time series clustering. Metrics based on raw data, on generating models and on the forecast behavior are implemented. Some additional utilities related to time series clustering are also provided, such as clustering algorithms and cluster evaluation metrics. 2025-03-25
r-wmtsa public Software to book Wavelet Methods for Time Series Analysis, Donald B. Percival and Andrew T. Walden, Cambridge University Press, 2000. 2025-03-25
r-ifultools public Insightful Research Tools. 2025-03-25
r-splus2r public Currently there are many functions in S-PLUS that are missing in R. To facilitate the conversion of S-PLUS packages to R packages, this package provides some missing S-PLUS functionality in R. 2025-03-25
r-dtw public A comprehensive implementation of dynamic time warping (DTW) algorithms in R. DTW computes the optimal (least cumulative distance) alignment between points of two time series. Common DTW variants covered include local (slope) and global (window) constraints, subsequence matches, arbitrary distance definitions, normalizations, minimum variance matching, and so on. Provides cumulative distances, alignments, specialized plot styles, etc. 2025-03-25
r-proxy public Provides an extensible framework for the efficient calculation of auto- and cross-proximities, along with implementations of the most popular ones. 2025-03-25
r-longitudinaldata public Tools for longitudinal data and joint longitudinal data (used by packages kml and kml3d). 2025-03-25
r-misc3d public A collection of miscellaneous 3d plots, including isosurfaces. 2025-03-25
r-locpol public Computes local polynomial estimators for the regression and also density. It comprises several different utilities to handle kernel estimators. 2025-03-25
r-clv public Package contains most of the popular internal and external cluster validation methods ready to use for the most of the outputs produced by functions coming from package "cluster". Package contains also functions and examples of usage for cluster stability approach that might be applied to algorithms implemented in "cluster" package as well as user defined clustering algorithms. 2025-03-25
r-pdc public Permutation Distribution Clustering is a clustering method for time series. Dissimilarity of time series is formalized as the divergence between their permutation distributions. The permutation distribution was proposed as measure of the complexity of a time series. 2025-03-25

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