Package: miloR Type: Package Title: Differential neighbourhood abundance testing on a graph Version: 2.9.1 Authors@R: c(person("Mike", "Morgan", role=c("aut", "cre"), email="michael.morgan@abdn.ac.uk", comment=c(ORCID="0000-0003-0757-0711")), person("Emma", "Dann", role=c("aut", "ctb"), email="ed6@sanger.ac.uk")) Description: Milo performs single-cell differential abundance testing. Cell states are modelled as representative neighbourhoods on a nearest neighbour graph. Hypothesis testing is performed using either a negative bionomial generalized linear model or negative binomial generalized linear mixed model. License: GPL-3 + file LICENSE Encoding: UTF-8 URL: https://marionilab.github.io/miloR BugReports: https://github.com/MarioniLab/miloR/issues biocViews: SingleCell, MultipleComparison, FunctionalGenomics, Software LinkingTo: Rcpp, RcppArmadillo Depends: R (>= 4.0.0), edgeR Imports: BiocNeighbors, BiocGenerics, SingleCellExperiment, Matrix (>= 1.3-0), MatrixGenerics, S4Vectors, stats, stringr, methods, igraph, irlba, utils, cowplot, BiocParallel, BiocSingular, limma, ggplot2, tibble, matrixStats, ggraph, gtools, SummarizedExperiment, patchwork, tidyr, dplyr, ggrepel, ggbeeswarm, RColorBrewer, grDevices, Rcpp, pracma, numDeriv Suggests: testthat, mvtnorm, scater, scran, covr, knitr, rmarkdown, uwot, scuttle, BiocStyle, MouseGastrulationData, MouseThymusAgeing, magick, RCurl, MASS, curl, scRNAseq, graphics, sparseMatrixStats RoxygenNote: 7.3.3 NeedsCompilation: yes Packaged: 2026-06-23 16:14:52 UTC; root Collate: 'AllClasses.R' 'AllGenerics.R' 'buildFromAdjacency.R' 'buildGraph.R' 'calcNhoodExpression.R' 'calcNhoodDistance.R' 'checkSeparation.R' 'countCells.R' 'findNhoodMarkers.R' 'graphSpatialFDR.R' 'glmm.R' 'makeNhoods.R' 'milo.R' 'miloR-package.R' 'methods.R' 'plotNhoods.R' 'sim_discrete.R' 'sim_family.R' 'sim_nbglmm.R' 'sim_trajectory.R' 'testNhoods.R' 'testDiffExp.R' 'utils.R' 'buildNhoodGraph.R' 'annotateNhoods.R' 'groupNhoods.R' 'findNhoodGroupMarkers.R' 'RcppExports.R' 'miloR.R' VignetteBuilder: knitr Config/pak/sysreqs: libfontconfig1-dev libfreetype6-dev libglpk-dev libicu-dev libxml2-dev zlib1g-dev Repository: https://bioc.r-universe.dev Date/Publication: 2026-05-11 21:26:50 UTC RemoteUrl: https://github.com/bioc/miloR RemoteRef: HEAD RemoteSha: ff744bbb5d793163b59f28483c1ad05192fddc15 Author: Mike Morgan [aut, cre] (ORCID: ), Emma Dann [aut, ctb] Maintainer: Mike Morgan