Other packages > Find by keyword >

Splinets  

Functional Data Analysis using Splines and Orthogonal Spline Bases
View on CRAN: Click here


Download and install Splinets package within the R console
Install from CRAN:
install.packages("Splinets")

Install from Github:
library("remotes")
install_github("cran/Splinets")

Install by package version:
library("remotes")
install_version("Splinets", "1.5.0")



Attach the package and use:
library("Splinets")
Maintained by
Krzysztof Podgorski
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2021-03-12
Latest Update: 2023-03-06
Description:
Splines are efficiently represented through their Taylor expansion at the knots. The representation accounts for the support sets and is thus suitable for sparse functional data. Two cases of boundary conditions are considered: zero-boundary or periodic-boundary for all derivatives except the last. The periodical splines are represented graphically using polar coordinates. The B-splines and orthogonal bases of splines that reside on small total support are implemented. The orthogonal bases are referred to as 'splinets' and are utilized for functional data analysis. Random spline generator is implemented as well asall fundamental algebraic and calculus operations on splines.The optimal, in the least square sense, functional fit by 'splinets' to data consisting of sampled values of functions as well as splines build over another set of knots is obtained and used for functional data analysis.<doi:10.48550/arXiv.2102.00733>, <doi:10.1016/j.cam.2022.114444>,<doi:10.48550/arXiv.2302.07552>.
How to cite:
Krzysztof Podgorski (2021). Splinets: Functional Data Analysis using Splines and Orthogonal Spline Bases. R package version 1.5.0, https://cran.r-project.org/web/packages/Splinets. Accessed 30 Jan. 2025.
Previous versions and publish date:
1.0.0 (2021-03-12 10:20), 1.5.0 (2023-03-06 20:40)
Other packages that cited Splinets R package
View Splinets citation profile
Other R packages that Splinets depends, imports, suggests or enhances
Complete documentation for Splinets
Downloads during the last 30 days
Get rewarded with contribution points by helping add
Reviews / comments / questions /suggestions ↴↴↴

Today's Hot Picks in Authors and Packages

GGMncv  
Gaussian Graphical Models with Nonconvex Regularization
Estimate Gaussian graphical models with nonconvex penalties , including ...
Download / Learn more Package Citations See dependency  
WtTopsis  
Weighted Method for Multiple-Criteria Decision Making
Evaluation of alternatives based on multiple criteria using weighted technique for Order preference ...
Download / Learn more Package Citations See dependency  
r2resize  
In-Text Resize for Images, Tables and Fancy Resize Containers in 'shiny', 'rmarkdown' and 'quarto' Documents
Automatic resizing toolbar for containers, images and tables. Various resizable or expandable contai ...
Download / Learn more Package Citations See dependency  
kesernetwork  
Visualization of the KESER Network
A shiny app to visualize the knowledge networks for the code concepts. Using co-occurrence matrices ...
Download / Learn more Package Citations See dependency  
convertid  
Convert Gene IDs Between Each Other and Fetch Annotations from Biomart
Gene Symbols or Ensembl Gene IDs are converted using the Bimap interface in 'AnnotationDbi' in conve ...
Download / Learn more Package Citations See dependency  
cinaR  
A Computational Pipeline for Bulk 'ATAC-Seq' Profiles
Differential analyses and Enrichment pipeline for bulk 'ATAC-seq' data analyses. This package combi ...
Download / Learn more Package Citations See dependency  

23,580

R Packages

204,057

Dependencies

63,980

Author Associations

23,581

Publication Badges

© Copyright since 2022. All right reserved, rpkg.net.  Based in Cambridge, Massachusetts, USA