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gavinsimpson
permute:Functions for Generating Restricted Permutations of Data
A set of restricted permutation designs for freely exchangeable, line transects (time series), and spatial grid designs plus permutation of blocks (groups of samples) is provided. 'permute' also allows split-plot designs, in which the whole-plots or split-plots or both can be freely-exchangeable or one of the restricted designs. The 'permute' package is modelled after the permutation schemes of 'Canoco 3.1' (and later) by Cajo ter Braak.
Maintained by Gavin L. Simpson. Last updated 8 months ago.
permutationrestricted-permutations
23 stars 13.28 score 538 scripts 488 dependentspik-piam
magclass:Data Class and Tools for Handling Spatial-Temporal Data
Data class for increased interoperability working with spatial-temporal data together with corresponding functions and methods (conversions, basic calculations and basic data manipulation). The class distinguishes between spatial, temporal and other dimensions to facilitate the development and interoperability of tools build for it. Additional features are name-based addressing of data and internal consistency checks (e.g. checking for the right data order in calculations).
Maintained by Jan Philipp Dietrich. Last updated 24 days ago.
5 stars 11.16 score 412 scripts 56 dependentsclaudioagostinelli
GSE:Robust Estimation in the Presence of Cellwise and Casewise Contamination and Missing Data
Robust Estimation of Multivariate Location and Scatter in the Presence of Cellwise and Casewise Contamination and Missing Data.
Maintained by Claudio Agostinelli. Last updated 2 years ago.
3.52 score 22 scripts 5 dependentscran
HDclust:Clustering High Dimensional Data with Hidden Markov Model on Variable Blocks
Clustering of high dimensional data with Hidden Markov Model on Variable Blocks (HMM-VB) fitted via Baum-Welch algorithm. Clustering is performed by the Modal Baum-Welch algorithm (MBW), which finds modes of the density function. Lin Lin and Jia Li (2017) <https://jmlr.org/papers/v18/16-342.html>.
Maintained by Jia Li. Last updated 6 months ago.
2.00 score