Other packages > Find by keyword >

Ghost  

Missing Data Segments Imputation in Multivariate Streams
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("Ghost", "0.1.0")



Attach the package and use:
library("Ghost")
Maintained by
Siyavash Shabani
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2020-03-25
Latest Update: 2020-03-25
Description:
Helper functions provide an accurate imputation algorithm for reconstructing the missing segment in a multi-variate data streams. Inspired by single-shot learning, it reconstructs the missing segment by identifying the first similar segment in the stream. Nevertheless, there should be one column of data available, i.e. a constraint column. The values of columns can be characters (A, B, C, etc.). The result of the imputed dataset will be returned a .csv file. For more details see Reza Rawassizadeh (2019) .
How to cite:
Siyavash Shabani (2020). Ghost: Missing Data Segments Imputation in Multivariate Streams. R package version 0.1.0, https://cran.r-project.org/web/packages/Ghost. Accessed 04 Jun. 2026.
Previous versions and publish date:
No previous versions
Other packages that cited Ghost R package
View Ghost citation profile
Other R packages that Ghost depends, imports, suggests or enhances
Complete documentation for Ghost
Functions, R codes and Examples using the Ghost R package
Some associated functions: HTCls . MissCls . addtoList . appendOffset . check . chr . constraint_check . countNulls . exactidentical.norowname . hasNullRow . ht . identical.norowname . out_csv . reconstruct . resolveNoSignal_revised . saxTransform . sax_test . slidewindow . test_ghost_csv . write2file_revised . 
Some associated R codes: ghost_packages.R .  Full Ghost package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

AMPLE  
Shiny Apps to Support Capacity Building on Harvest Control Rules
Three Shiny apps are provided that introduce Harvest Control Rules (HCR) for fisheries management. ...
Download / Learn more Package Citations See dependency  
murphydiagram  
Murphy Diagrams for Forecast Comparisons
Data and code for the paper by Ehm, Gneiting, Jordan and Krueger ('Of Quantiles and Expectiles: Con ...
Download / Learn more Package Citations See dependency  
golem  
A Framework for Robust Shiny Applications
An opinionated framework for building a production-ready 'Shiny' application. This package contains ...
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  
crplyr  
A 'dplyr' Interface for Crunch
In order to facilitate analysis of datasets hosted on the Crunch data platform ...
Download / Learn more Package Citations See dependency  
shinybusy  
Busy Indicators and Notifications for 'Shiny' Applications
Add indicators (spinner, progress bar, gif) in your 'shiny' applications to show the user that the ...
Download / Learn more Package Citations See dependency  

27,268

R Packages

233,548

Dependencies

72,590

Author Associations

27,205

Publication Badges

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