Package: multipointR Title: A package to compare intensities of point patterns across samples with spatial parametric models Version: 0.99.6 Authors@R: c( person("Martin", "Emons", , "martin.emons@uzh.ch", role = c("aut", "cre"), comment = c(ORCID = "0009-0000-5219-5311")), person("Wolfgang", "Huber", , role="aut", comment = c(ORCID = "0000-0002-0474-2218")), person("Mark D.", "Robinson", , "mark.robinson@mls.uzh.ch", role = c("aut", "fnd"), comment = c(ORCID = "0000-0002-3048-5518"))) Description: `multipointR` is a package to compare the distribution of cells in an image or cross images with point process models. On a single image level point process models (`ppm`) model the spatial distribution of a cell type point pattern as a function of spatial covariates while accounting for natural spacing of cells. The main model class considered in `multipointR` are inhomgoeneous Gibb's point process models. Across multiple images, users can either compare multiple univariate `ppm` models in a for loop or fit one joint model across all images with `mppm`. `multipointR` provides an interface between `SpatialExperiment` and `SpatialFeatureExperiment` objects and let's users flexibly define their own `ppm`/`mppm` models with R's formula interface. License: GPL (>= 3) URL: https://github.com/mjemons/multipointR BugReports: https://github.com/mjemons/multipointR/issues Encoding: UTF-8 Roxygen: list(markdown = TRUE) RoxygenNote: 7.3.3 Imports: SummarizedExperiment, methods, SpatialExperiment, spatstat.geom, spatstat.model, spatstat.explore, formula.tools, mgcv, dplyr, ggplot2, reformulas, S4Vectors, rlang biocViews: Software, Spatial, Transcriptomics, SingleCell Suggests: knitr, BiocStyle, patchwork, SpatialFeatureExperiment, rmarkdown, SpatialDatasets, sosta, glmnet, testthat (>= 3.0.0) Config/testthat/edition: 3 Depends: R (>= 4.1.0) VignetteBuilder: knitr Config/pak/sysreqs: libmagick++-dev gsfonts libicu-dev libssl-dev zlib1g-dev Repository: https://bioc.r-universe.dev Date/Publication: 2026-08-26 14:28:29 UTC RemoteUrl: https://github.com/bioc/multipointR RemoteRef: HEAD RemoteSha: 2af89138ec317c161d5d0df885016bf63dd2287b NeedsCompilation: no Packaged: 2026-09-25 12:11:59 UTC; root Author: Martin Emons [aut, cre] (ORCID: ), Wolfgang Huber [aut] (ORCID: ), Mark D. Robinson [aut, fnd] (ORCID: ) Maintainer: Martin Emons