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", "1.5.1")



Attach the package and use:
library("Splinets")
Maintained by
Krzysztof Podgorski
[Scholar Profile | Author Map]
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 1.5.1, https://cran.r-project.org/web/packages/Splinets. Accessed 30 Apr. 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
03/3104/0104/0204/0304/0404/0504/0604/0704/0804/0904/1004/1104/1204/1304/1404/1504/1604/1704/1804/1904/2004/2104/2204/2304/2404/2504/2604/2704/28Downloads for Splinets051015202530TrendBars

Today's Hot Picks in Authors and Packages

micEconAids  
Demand Analysis with the Almost Ideal Demand System (AIDS)
Functions and tools for analysing consumer demand with the Almost Ideal Demand System (AIDS) sugg ...
Download / Learn more Package Citations See dependency  
schrute  
The Entire Transcript from the Office in Tidy Format
The complete scripts from the American version of the Office television show in tibble format. Use ...
Download / Learn more Package Citations See dependency  
crimeutils  
A Comprehensive Set of Functions to Clean, Analyze, and Present Crime Data
A collection of functions that make it easier to understand crime (or other) data, and assist other ...
Download / Learn more Package Citations See dependency  
GRAPE  
Gene-Ranking Analysis of Pathway Expression
Gene-Ranking Analysis of Pathway Expression (GRAPE) is a tool for summarizing the consensus behavio ...
Download / Learn more Package Citations See dependency  
nextGenShinyApps  
Craft Exceptional 'R Shiny' Applications and Dashboards with Novel Responsive Tools
Nove responsive tools for designing and developing 'Shiny' dashboards and applications. The scripts ...
Download / Learn more Package Citations See dependency  
eyetrackingR  
Eye-Tracking Data Analysis
Addresses tasks along the pipeline from raw data to analysis and visualization for eye-tracking dat ...
Download / Learn more Package Citations See dependency  

24,142

R Packages

207,311

Dependencies

65,176

Author Associations

24,143

Publication Badges

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