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PPbigdata  

Projection Pursuit for Big Data Based on Data Nuggets
View on CRAN: Click here


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

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

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



Attach the package and use:
library("PPbigdata")
Maintained by
Yajie Duan
[Scholar Profile | Author Map]
First Published: 2024-04-30
Latest Update: 2024-04-30
Description:
Perform 1-dim/2-dim projection pursuit, grand tour and guided tour for big data based on data nuggets. Reference papers: [1] Beavers et al., (2024) <doi:10.1080/10618600.2024.2341896>. [2] Duan, Y., Cabrera, J., & Emir, B. (2023). "A New Projection Pursuit Index for Big Data." <doi:10.48550/arXiv.2312.06465>.
How to cite:
Yajie Duan (2024). PPbigdata: Projection Pursuit for Big Data Based on Data Nuggets. R package version 1.0.0, https://cran.r-project.org/web/packages/PPbigdata. Accessed 23 Feb. 2025.
Previous versions and publish date:
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Complete documentation for PPbigdata
Functions, R codes and Examples using the PPbigdata R package
Full PPbigdata package functions and examples
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