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A Quarto book of R package groupedHyperframe (v0.3.1)

https://tingtingzhan.quarto.pub/groupedhyperframe/

documents

• the creation of grouped hyper data frame;
• the creation of a grouped hyper data frame with one-and-only-one point-pattern hypercolumn;
• the batch process on eligible marks for the one-and-only-one point-pattern hypercolumn in a (grouped) hyper data frame;
• the computation of various summary statistics from one or more function-value-table hypercolumn(s) of a (grouped) hyper data frame;
• the aggregation of summary statistics, over a (nested) grouping structure, in a grouped hyper data frame.

The complete book exceeds the file size limit allowed on CRAN.

1 Prerequisite

1.1 Environment

Package groupedHyperframe (v0.3.1) requires R version 4.5.0 (released 2025-04-11) or higher (macOS, Windows, Linux).

An Integrated Development Environment (IDE), e.g., RStudio (Posit team 2025) or Positron, is not required, but highly recommended.

Sys.info()[c('sysname', 'release', 'machine')]
#  sysname  release  machine 
# "Darwin" "25.1.0"  "arm64"
R.version
#                _                           
# platform       aarch64-apple-darwin20      
# arch           aarch64                     
# os             darwin20                    
# system         aarch64, darwin20           
# status                                     
# major          4                           
# minor          5.1                         
# year           2025                        
# month          06                          
# day            13                          
# svn rev        88306                       
# language       R                           
# version.string R version 4.5.1 (2025-06-13)
# nickname       Great Square Root

1.2 Enhancement & Dependency

Package groupedHyperframe (v0.3.1) Enhances the spatstat.* family of packages (Baddeley, Rubak, and Turner 2015; Baddeley and Turner 2005), especially spatstat.geom and spatstat.explore. Details are provided in the book, Section 7.1.

The dependencies of package groupedHyperframe are detailed in the book, Section 7.1.

Package groupedHyperframe requires the development versions of the spatstat.* family of packages. Installation instructions are provided in the book, Section 7.1.

1.3 Installation

Package groupedHyperframe (v0.3.1) can be installed using the following command.

utils::install.packages('groupedHyperframe')

2 Acknowledgement

This work is supported by National Institutes of Health, U.S. Department of Health and Human Services grants

• R01CA222847 (I. Chervoneva, T. Zhan, and H. Rui)
• R01CA253977 (H. Rui and I. Chervoneva).

3 References

These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.
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