Other packages > Find by keyword >

fda.vi  

Functional Data Analysis using Variational Inference
View on CRAN: Click here


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

Install from Github:
library("remotes")
install_github("cran/fda.vi")

Install by package version:
library("remotes")
install_version("fda.vi", "1.0.0")



Attach the package and use:
library("fda.vi")
Maintained by
Camila de Souza
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2026-06-20
Latest Update: 2026-06-20
Description:
Implements a variational Expectation-Maximization (VEM) algorithm for smoothing one or multiple functional observations via basis function selection. The algorithm estimates all model parameters simultaneously and automatically, while accounting for within-curve correlation. The approach provides a flexible and computationally efficient framework for smoothing correlated functional data. The algorithm is described in da Cruz, A. C., de Souza, C. P., and Sousa, P. H. (2024). 'Fast Bayesian basis selection for functional data representation with correlated errors.' <doi:10.48550/arXiv.2405.20758>.
How to cite:
Camila de Souza (2026). fda.vi: Functional Data Analysis using Variational Inference. R package version 1.0.0, https://cran.r-project.org/web/packages/fda.vi. Accessed 14 Jul. 2026.
Previous versions and publish date:
No previous versions
Other packages that cited fda.vi R package
View fda.vi citation profile
Other R packages that fda.vi depends, imports, suggests or enhances
Complete documentation for fda.vi
Functions, R codes and Examples using the fda.vi R package
Full fda.vi package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

quickcode  
Quick and Essential 'R' Tricks for Better Scripts
The NOT functions, 'R' tricks and a compilation of some simple quick plus often used 'R' codes to im ...
Download / Learn more Package Citations See dependency  
pps  
PPS Sampling
Functions to select samples using PPS (probability proportional to size) sampling. The package also ...
Download / Learn more Package Citations See dependency  
AutoWeatherIndices  
Calculating Weather Indices
Weather indices are formed from weather variables in this package. The users can input any number of ...
Download / Learn more Package Citations See dependency  
surveyCV  
Cross Validation Based on Survey Design
Functions to generate K-fold cross validation (CV) folds and CV test error estimates that take into ...
Download / Learn more Package Citations See dependency  
maGUI  
A Graphical User Interface for Microarray Data Analysis and Annotation
Provides a comprehensive graphical user interface for analysis of Affymetrix, Agilent, Illumina, Nim ...
Download / Learn more Package Citations See dependency  

27,806

R Packages

239,283

Dependencies

73,837

Author Associations

27,807

Publication Badges

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