Other packages > Find by keyword >

kfino  

Kalman Filter for Impulse Noised Outliers
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("kfino", "1.0.0")



Attach the package and use:
library("kfino")
Maintained by
Isabelle Sanchez
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2022-11-03
Latest Update: 2022-11-03
Description:
A method for detecting outliers with a Kalman filter on impulsed noised outliers and prediction on cleaned data. 'kfino' is a robust sequential algorithm allowing to filter data with a large number of outliers. This algorithm is based on simple latent linear Gaussian processes as in the Kalman Filter method and is devoted to detect impulse-noised outliers. These are data points that differ significantly from other observations. 'ML' (Maximization Likelihood) and 'EM' (Expectation-Maximization algorithm) algorithms were implemented in 'kfino'. The method is described in full details in the following arXiv e-Print: .
How to cite:
Isabelle Sanchez (2022). kfino: Kalman Filter for Impulse Noised Outliers. R package version 1.0.0, https://cran.r-project.org/web/packages/kfino. Accessed 18 Sep. 2026.
Previous versions and publish date:
No previous versions
Other packages that cited kfino R package
View kfino citation profile
Other R packages that kfino depends, imports, suggests or enhances
Complete documentation for kfino
Functions, R codes and Examples using the kfino R package
Some associated functions: doutlier . kfino . kfino_fit . kfino_plot . lambs . merinos1 . merinos2 . spring1 . utils_EM . utils_fit . utils_likelihood . 
Some associated R codes: data.R . graph_functions.R . kfino-package.R . kfino.R . utils_functions.R .  Full kfino package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

eyelinker  
Import ASC Files from EyeLink Eye Trackers
Imports plain-text ASC data files from EyeLink eye trackers into (relatively) tidy data frames for ...
Download / Learn more Package Citations See dependency  
data360r  
Wrapper for 'TCdata360' and 'Govdata360' API
Makes it easy to engage with the Application Program Interface (API) of the 'TCdata360' and 'Govdat ...
Download / Learn more Package Citations See dependency  
hmeasure  
The H-Measure and Other Scalar Classification Performance Metrics
Classification performance metrics that are derived from the ROC curve of a classifier. The package ...
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  
downlit  
Syntax Highlighting and Automatic Linking
Syntax highlighting of R code, specifically designed for the needs of 'RMarkdown' packages like 'pk ...
Download / Learn more Package Citations See dependency  
injectoR  
R Dependency Injection
R dependency injection framework. Dependency injection allows a program design to follow the depend ...
Download / Learn more Package Citations See dependency  

28,565

R Packages

239,283

Dependencies

75,677

Author Associations

28,566

Publication Badges

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