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  "Package": "FAVA",
  "Title": "Quantify Compositional Variability Across Relative Abundance\nVectors",
  "Version": "1.0.9",
  "Authors@R": "person(\"Maike\", \"Morrison\", , \"maike.morrison@gmail.com\", role = c(\"aut\", \"cre\", \"cph\"),\ncomment = c(ORCID = \"0000-0003-0430-1401\"))",
  "Description": "Implements the statistic FAVA, an Fst-based Assessment of\nVariability across vectors of relative Abundances, as well as a\nsuite of helper functions which enable the visualization and\nstatistical analysis of relative abundance data. The 'FAVA' R\npackage accompanies the paper, “Quantifying compositional\nvariability in microbial communities with FAVA” by Morrison,\nXue, and Rosenberg (2025) <doi:10.1073/pnas.2413211122>.",
  "License": "MIT + file LICENSE",
  "Encoding": "UTF-8",
  "Roxygen": "list(markdown = TRUE)",
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  "URL": "https://maikemorrison.github.io/FAVA/,\nhttps://maikemorrison.github.io/FAVA/articles/microbiome_tutorial.html",
  "BugReports": "https://github.com/MaikeMorrison/FAVA/issues",
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  "Repository": "https://maikemorrison.r-universe.dev",
  "Date/Publication": "2025-03-27 18:50:25 UTC",
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  "Packaged": {
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  "Author": "Maike Morrison [aut, cre, cph] (ORCID:\n<https://orcid.org/0000-0003-0430-1401>)",
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  "_published": "2026-06-02T16:02:17.779Z",
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        "Pseudobutyrivibrio_ruminis_59911",
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        "Staphylococcus_aureus_56630",
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        "Bacteroides_thetaiotaomicron_56941",
        "Barnesiella_intestinihominis_62208",
        "Bifidobacterium_adolescentis_56815",
        "Bifidobacterium_catenulatum_58257",
        "Bifidobacterium_pseudocatenulatum_57754",
        "Bifidobacterium_ruminantium_50236",
        "Burkholderiales_bacterium_56577",
        "Campylobacter_hominis_61331",
        "Catenibacterium_mitsuokai_61547",
        "Clostridium_hathewayi_62211",
        "Clostridium_leptum_61499",
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        "Clostridium_sp_61482",
        "Coprobacter_sp_60889",
        "Coprococcus_catus_62200",
        "Coprococcus_sp_62244",
        "Desulfotomaculum_acetoxidans_61627",
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        "Eubacterium_biforme_61684",
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        "Lachnospiraceae_bacterium_56275",
        "Lachnospiraceae_bacterium_56833",
        "Lactococcus_lactis_57073",
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        "Prevotella_multiformis_62454",
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        "Ruminococcus_obeum_62046",
        "Streptococcus_sp_58554",
        "Subdoligranulum_variabile_61478",
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        "Alcanivorax_pacificus_61421",
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        "Prevotella_fusca_59711",
        "Prevotella_stercorea_58308",
        "Psychromonas_sp_61206",
        "Ruminococcus_bromii_62047",
        "Ruminococcus_callidus_61479",
        "Streptococcus_mitis_61110",
        "Thermobacillus_composti_62194",
        "Dialister_succinatiphilus_62213",
        "Lactobacillus_helveticus_55908",
        "Lactococcus_lactis_56468",
        "Oxalobacter_formigenes_61802",
        "Bacteroidales_bacterium_58650",
        "Bifidobacterium_animalis_58116",
        "Leptotrichia_wadei_57378",
        "Prevotella_veroralis_57831",
        "Turicibacter_sanguinis_52329",
        "Haemophilus_haemolyticus_58562",
        "Coriobacteriaceae_bacterium_58649",
        "Escherichia_coli_53492",
        "Escherichia_vulneris_58627",
        "Serratia_liquefaciens_58210",
        "Streptococcus_mitis_58557",
        "Streptococcus_mitis_61105",
        "Streptococcus_oralis_58559",
        "Clostridium_sordellii_57678",
        "Haemophilus_paraphrohaemolyticus_58563",
        "Lachnospiraceae_bacterium_61441",
        "Robinsoniella_peoriensis_54117",
        "Streptococcus_mitis_61107",
        "Streptococcus_sp_58555",
        "Clostridium_sp_60561",
        "Haemophilus_sp_62278",
        "Kandleria_vitulina_54464",
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        "Streptococcus_constellatus_50409",
        "Campylobacter_showae_58485",
        "Clostridiales_bacterium_58120",
        "Lactobacillus_acidophilus_51143",
        "Staphylococcus_warneri_58053",
        "Enterobacteriaceae_bacterium_58100",
        "Streptococcus_mitis_58558",
        "Alistipes_senegalensis_58364",
        "Enterobacter_aerogenes_55704",
        "Clostridium_hylemonae_61789",
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        "Pseudomonas_fluorescens_58167",
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        "Anaerostipes_caccae_55430",
        "Atopobium_sp_59401",
        "Atopobium_sp_62583",
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        "Burkholderia_glumae_61916",
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        "Phocaeicola_abscessus_52822",
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        "Streptococcus_mitis_60474",
        "Streptococcus_sp_59302",
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        "Peptostreptococcus_stomatis_61922",
        "Lactobacillus_casei_50461",
        "Pseudomonas_viridiflava_57558",
        "Streptococcus_pneumoniae_58285",
        "Eubacterium_limosum_60946",
        "Methylobacterium_extorquens_57587",
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        "Streptococcus_oralis_58319",
        "Clostridium_beijerinckii_60451",
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        "Streptococcus_sp_59334",
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        "Streptococcus_mitis_60473",
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        "Ralstonia_pickettii_57911",
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        "Ralstonia_pickettii_56648",
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        "Burkholderia_dolosa_61311",
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        "Gardnerella_vaginalis_58127",
        "Prevotella_tannerae_61946",
        "Streptococcus_infantarius_58294",
        "Streptococcus_mitis_61876",
        "Streptococcus_oralis_46145",
        "Streptococcus_oralis_58560",
        "Streptococcus_pneumoniae_60081",
        "Streptococcus_pseudopneumoniae_60472",
        "Veillonella_sp_62611",
        "Xenorhabdus_bovienii_57960"
      ],
      "rows": 77,
      "table": true,
      "tojson": true
    },
    {
      "name": "xue_species_info",
      "title": "Table of species information",
      "object": "xue_species_info",
      "class": [
        "data.table",
        "data.frame"
      ],
      "fields": [
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        "kingdom",
        "phylum",
        "class",
        "order",
        "family",
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      "rows": 1346,
      "table": true,
      "tojson": true
    },
    {
      "name": "xue_species_similarity",
      "title": "Species similarity matrix for the species included in xue_microbiome_sample",
      "object": "xue_species_similarity",
      "class": [
        "matrix",
        "array"
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      "fields": [
        "Actinomyces_sp_58647",
        "Actinomyces_sp_59161",
        "Actinomyces_sp_59944",
        "Aggregatibacter_aphrophilus_58143",
        "Alistipes_finegoldii_56071",
        "Anaerostipes_hadrus_55206",
        "Bacteroides_acidifaciens_59693",
        "Bacteroides_caccae_53434",
        "Bacteroides_cellulosilyticus_58046",
        "Bacteroides_clarus_62282",
        "Bacteroides_faecis_58503",
        "Bacteroides_finegoldii_57739",
        "Bacteroides_fluxus_62283",
        "Bacteroides_fragilis_54507",
        "Bacteroides_graminisolvens_48736",
        "Bacteroides_intestinalis_61596",
        "Bacteroides_massiliensis_44749",
        "Bacteroides_nordii_55557",
        "Bacteroides_ovatus_58035",
        "Bacteroides_rodentium_59708",
        "Bacteroides_sartorii_54642",
        "Bacteroides_uniformis_57318",
        "Bacteroides_vulgatus_57955",
        "Bacteroides_xylanisolvens_57185",
        "Bifidobacterium_dentium_55719",
        "Bifidobacterium_longum_57796",
        "Bilophila_wadsworthia_57364",
        "Blautia_wexlerae_56130",
        "Campylobacter_concisus_62542",
        "Clostridiaceae_bacterium_58376",
        "Clostridiales_bacterium_55367",
        "Clostridiales_bacterium_56470",
        "Clostridiales_bacterium_58600",
        "Clostridiales_bacterium_59661",
        "Clostridiales_bacterium_59663",
        "Clostridiales_bacterium_59664",
        "Clostridiales_bacterium_61057",
        "Clostridium_bartlettii_61535",
        "Clostridium_bolteae_57158",
        "Clostridium_clostridioforme_51842",
        "Clostridium_clostridioforme_59912",
        "Clostridium_hathewayi_55515",
        "Clostridium_scindens_58238",
        "Collinsella_sp_62205",
        "Coprococcus_comes_61587",
        "Dorea_formicigenerans_56346",
        "Eggerthella_lenta_56463",
        "Erysipelotrichaceae_bacterium_56596",
        "Escherichia_fergusonii_56914",
        "Eubacterium_brachy_60105",
        "Eubacterium_desmolans_60421",
        "Eubacterium_eligens_61678",
        "Eubacterium_hallii_61477",
        "Eubacterium_rectale_56927",
        "Eubacterium_siraeum_57634",
        "Eubacterium_ventriosum_61474",
        "Faecalibacterium_cf_62236",
        "Faecalibacterium_prausnitzii_57453",
        "Faecalibacterium_prausnitzii_61481",
        "Faecalibacterium_prausnitzii_62201",
        "Guyana_massiliensis_60772",
        "Haemophilus_haemolyticus_58348",
        "Haemophilus_haemolyticus_58349",
        "Haemophilus_haemolyticus_58351",
        "Haemophilus_haemolyticus_58352",
        "Haemophilus_influenzae_60134",
        "Haemophilus_parainfluenzae_57123",
        "Haemophilus_parainfluenzae_62356",
        "Haemophilus_parainfluenzae_62468",
        "Haemophilus_pittmaniae_58383",
        "Haemophilus_sputorum_53575",
        "Holdemania_filiformis_61753",
        "Oribacterium_sp_54059",
        "Oribacterium_sp_58077",
        "Oscillibacter_sp_59687",
        "Oscillospiraceae_bacterium_54867",
        "Parabacteroides_distasonis_56985",
        "Parabacteroides_goldsteinii_56831",
        "Parabacteroides_johnsonii_55217",
        "Parabacteroides_merdae_56972",
        "Phascolarctobacterium_sp_59817",
        "Pseudobutyrivibrio_ruminis_59908",
        "Roseburia_hominis_61877",
        "Roseburia_intestinalis_56239",
        "Roseburia_inulinivorans_61943",
        "Rothia_mucilaginosa_62109",
        "Ruminococcus_gnavus_57638",
        "Ruminococcus_lactaris_55568",
        "Ruminococcus_obeum_61472",
        "Ruminococcus_sp_55468",
        "Slackia_piriformis_62217",
        "Streptococcus_infantis_58320",
        "Streptococcus_intermedius_57028",
        "Streptococcus_mitis_59739",
        "Streptococcus_mitis_61341",
        "Streptococcus_parasanguinis_58126",
        "Streptococcus_parasanguinis_58381",
        "Streptococcus_parasanguinis_58487",
        "Streptococcus_parasanguinis_62442",
        "Streptococcus_parasanguinis_62481",
        "Streptococcus_salivarius_58022",
        "Streptococcus_salivarius_58037",
        "Streptococcus_sanguinis_62464",
        "Streptococcus_sp_57750",
        "Streptococcus_sp_60086",
        "Streptococcus_sp_62351",
        "Streptococcus_sp_62701",
        "Streptococcus_thermophilus_54772",
        "Streptococcus_vestibularis_56030",
        "Subdoligranulum_sp_62068",
        "Veillonella_atypica_58169",
        "Veillonella_dispar_61763",
        "Veillonella_parvula_57794",
        "Veillonella_sp_62404",
        "Actinomyces_sp_57735",
        "Actinomyces_sp_62581",
        "Anaeroglobus_geminatus_62348",
        "Bacteroides_oleiciplenus_62209",
        "Bacteroides_stercoris_56735",
        "Clostridiales_bacterium_52743",
        "Clostridiales_bacterium_55184",
        "Clostridiales_bacterium_55505",
        "Clostridium_hathewayi_61827",
        "Collinsella_aerofaciens_61484",
        "Collinsella_stercoris_61536",
        "Escherichia_coli_58110",
        "Firmicutes_bacterium_60256",
        "Flavobacterium_reichenbachii_61335",
        "Gordonibacter_pamelaeae_62044",
        "Intestinimonas_butyriciproducens_60001",
        "Mesorhizobium_sp_40295",
        "Porphyromonas_uenonis_61926",
        "Prevotella_brevis_57676",
        "Pseudomonas_sp_62500",
        "Rothia_mucilaginosa_58144",
        "Ruminococcus_torques_62045",
        "Streptococcus_sanguinis_62456",
        "Clostridiales_bacterium_52957",
        "Clostridiales_bacterium_62591",
        "Clostridium_glycolicum_44741",
        "Coprobacillus_sp_47700",
        "Erysipelotrichaceae_bacterium_62051",
        "Escherichia_coli_57907",
        "Megasphaera_micronuciformis_62167",
        "Pseudoflavonifractor_capillosus_61476",
        "Streptococcus_mitis_61104",
        "Terrisporobacter_sp_60894",
        "Bacteroides_fragilis_56548",
        "Butyrivibrio_sp_60400",
        "Clostridium_sp_62633",
        "Streptococcus_cristatus_62470",
        "Streptococcus_mitis_60172",
        "Amycolatopsis_taiwanensis_58696",
        "Bacteroides_salyersiae_54873",
        "Prevotella_timonensis_58235",
        "Veillonella_parvula_58184",
        "Actinomyces_sp_56280",
        "Bacteroides_faecichinchillae_59709",
        "Clostridiales_bacterium_43336",
        "Clostridium_citroniae_62210",
        "Fusobacterium_nucleatum_57734",
        "Parvimonas_micra_57958",
        "Ruminococcaceae_bacterium_61777",
        "Streptococcus_infantis_62471",
        "Streptococcus_infantis_62693",
        "Streptococcus_mitis_60171",
        "Streptococcus_oralis_60034",
        "Streptococcus_sanguinis_62460",
        "Acinetobacter_johnsonii_58178",
        "Actinomyces_sp_62582",
        "Bifidobacterium_reuteri_60525",
        "Haemophilus_haemolyticus_58350",
        "Lactobacillus_curvatus_54601",
        "Actinomyces_sp_59450",
        "Campylobacter_concisus_59749",
        "Streptococcus_infantis_62384",
        "Streptococcus_mitis_59293",
        "Actinomyces_odontolyticus_57475",
        "Clostridium_cf_54592",
        "Haemophilus_parahaemolyticus_60505",
        "Aggregatibacter_sp_60097",
        "Bifidobacterium_callitrichos_60524",
        "Clostridium_symbiosum_54029",
        "Lachnospira_multipara_55890",
        "Alistipes_onderdonkii_55464",
        "Bacteroides_stercorirosoris_59710",
        "Clostridiales_bacterium_59662",
        "Eubacterium_ramulus_59802",
        "Eubacterium_sulci_62452",
        "Klebsiella_pneumoniae_54788",
        "Lachnobacterium_bovis_52776",
        "Neisseria_flavescens_61757",
        "Prevotella_disiens_56471",
        "Prevotella_saccharolytica_57611",
        "Streptococcus_australis_62469",
        "Streptococcus_mitis_61108",
        "Streptococcus_mitis_61109",
        "Burkholderia_xenovorans_58147",
        "Selenomonas_sp_62361",
        "Actinomyces_graevenitzii_58300",
        "Actinomyces_naeslundii_58629",
        "Actinomyces_turicensis_62420",
        "Campylobacter_concisus_59746",
        "Campylobacter_concisus_59748",
        "Campylobacter_concisus_59753",
        "Campylobacter_concisus_61330",
        "Campylobacter_sp_62066",
        "Fusobacterium_nucleatum_56829",
        "Fusobacterium_nucleatum_57345",
        "Fusobacterium_nucleatum_57855",
        "Fusobacterium_periodonticum_58002",
        "Fusobacterium_periodonticum_61765",
        "Gemella_sanguinis_57791",
        "Lactobacillus_reuteri_57957",
        "Oribacterium_sp_57590",
        "Streptococcus_gallolyticus_57748",
        "Streptococcus_mitis_61111",
        "Streptococcus_pneumoniae_60082",
        "Streptococcus_sanguinis_62461",
        "Actinomyces_sp_58589",
        "Actinomyces_viscosus_57672",
        "Bifidobacterium_moukalabense_60512",
        "Fusobacterium_nucleatum_57450",
        "Neisseria_elongata_61756",
        "Streptococcus_sanguinis_62459",
        "Campylobacter_concisus_59750",
        "Campylobacter_curvus_57251",
        "Clostridium_paraputrificum_59909",
        "Clostridium_sp_61556",
        "Enterococcus_faecalis_56297",
        "Lactobacillus_rhamnosus_57549",
        "Streptococcus_sanguinis_62462",
        "Burkholderia_pseudomallei_60511",
        "Clostridium_spiroforme_61500",
        "Dialister_invisus_61905",
        "Granulicatella_adiacens_61980",
        "Lactobacillus_paracasei_55666",
        "Selenomonas_noxia_56778",
        "Bacteroides_pectinophilus_61619",
        "Campylobacter_concisus_59747",
        "Enterobacter_asburiae_57214",
        "Enterobacter_asburiae_58142",
        "Enterobacter_cancerogenus_61658",
        "Enterobacter_cloacae_57303",
        "Enterobacter_cloacae_58148",
        "Enterobacter_cloacae_60571",
        "Pantoea_agglomerans_56951",
        "Yersinia_bercovieri_61309",
        "Aggregatibacter_segnis_62447",
        "Citrobacter_freundii_56148",
        "Citrobacter_freundii_56776",
        "Citrobacter_sp_60882",
        "Haemophilus_influenzae_58001",
        "Porphyromonas_bennonis_58999",
        "Porphyromonas_somerae_59001",
        "Atopobium_parvulum_59960",
        "Citrobacter_braakii_56022",
        "Citrobacter_freundii_57904",
        "Citrobacter_freundii_60527",
        "Enterobacter_cloacae_55011",
        "Enterobacter_lignolyticus_62163",
        "Klebsiella_oxytoca_56762",
        "Streptococcus_mitis_58288",
        "Actinobaculum_sp_59615",
        "Cryptobacterium_curtum_61580",
        "Desulfobulbus_elongatus_58796",
        "Fusobacterium_sp_62349",
        "Lautropia_mirabilis_62440",
        "Prevotella_oris_57058",
        "Slackia_exigua_56855",
        "Solobacterium_moorei_56880",
        "Streptococcus_anginosus_58032",
        "Streptococcus_anginosus_58303",
        "Streptococcus_caballi_59077",
        "Streptococcus_constellatus_57767",
        "Streptococcus_mitis_58382",
        "Streptococcus_mitis_59740",
        "Streptococcus_mitis_61875",
        "Streptococcus_sanguinis_62466",
        "Streptococcus_sp_61820",
        "Weissella_confusa_59158",
        "Atopobium_rimae_61781",
        "Bacteroides_gallinarum_48315",
        "Citrobacter_youngae_61659",
        "Clostridium_aerotolerans_60450",
        "Clostridium_intestinale_59988",
        "Clostridium_sp_59312",
        "Lachnospiraceae_bacterium_62206",
        "Neisseria_flavescens_61924",
        "Neisseria_subflava_61760",
        "Ruminococcus_sp_58571",
        "Shuttleworthia_satelles_57139",
        "Streptococcus_anginosus_58223",
        "Streptococcus_sanguinis_62458",
        "Streptococcus_sanguinis_62465",
        "Clostridium_lentocellum_62000",
        "Kingella_oralis_61952",
        "Klebsiella_oxytoca_57801",
        "Lysinibacillus_fusiformis_58088",
        "Rothia_dentocariosa_57938",
        "Aggregatibacter_actinomycetemcomitans_57720",
        "Eikenella_corrodens_58486",
        "Lachnospiraceae_bacterium_62350",
        "Neisseria_mucosa_61632",
        "Parvimonas_sp_62612",
        "Streptococcus_infantis_58384",
        "Streptococcus_oralis_57687",
        "Streptococcus_peroris_62455",
        "Streptococcus_sanguinis_58161",
        "Streptococcus_sanguinis_62467",
        "Streptococcus_sp_59452",
        "Streptococcus_suis_59523",
        "Butyrivibrio_sp_60431",
        "Clostridiales_bacterium_57827",
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      "page": "bootstrap_fava",
      "title": "Statistically compare FAVA values between pairs of relative abundance matrices.",
      "topics": [
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      ]
    },
    {
      "page": "fava",
      "title": "Compute the Fst of a matrix of compositional vectors",
      "topics": [
        "fava"
      ]
    },
    {
      "page": "fava_norm",
      "title": "Compute the normalized Fst of a matrix of compositional vectors",
      "topics": [
        "fava_norm"
      ]
    },
    {
      "page": "gini_simpson",
      "title": "Compute the Gini-Simpson index of a compositional vector",
      "topics": [
        "gini_simpson"
      ]
    },
    {
      "page": "gini_simpson_mean",
      "title": "Compute the mean Gini-Simpson index of the rows in a matrix of compositional vectors",
      "topics": [
        "gini_simpson_mean"
      ]
    },
    {
      "page": "gini_simpson_pooled",
      "title": "Compute the pooled Gini-Simpson index of the rows in a matrix of compositional vectors",
      "topics": [
        "gini_simpson_pooled"
      ]
    },
    {
      "page": "plot_relabund",
      "title": "Visualize a relative abundance matrix as a stacked bar plot.",
      "topics": [
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      ]
    },
    {
      "page": "relab_phyloseq",
      "title": "Generate a relative abundance matrix with sample metadata and OTU abundances from a phyloseq object.",
      "topics": [
        "relab_phyloseq"
      ]
    },
    {
      "page": "time_weights",
      "title": "Compute a normalized weighting vector based on a vector of sampling times.",
      "topics": [
        "time_weights"
      ]
    },
    {
      "page": "window_fava",
      "title": "Compute FAVA in sliding windows.",
      "topics": [
        "window_fava"
      ]
    },
    {
      "page": "window_list",
      "title": "Generate sliding windows of specified length given the maximum number of samples",
      "topics": [
        "window_list"
      ]
    },
    {
      "page": "window_plot",
      "title": "Generate a plot of FAVA in sliding windows.",
      "topics": [
        "window_plot"
      ]
    },
    {
      "page": "xue_microbiome_sample",
      "title": "Temporal microbiome composition data",
      "topics": [
        "xue_microbiome_sample"
      ]
    },
    {
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      "title": "Table of species information",
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    },
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      "title": "Species similarity matrix for the species included in xue_microbiome_sample",
      "topics": [
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      "page": "xue_species_tree",
      "title": "Phylogenetic tree for the species included in xue_microbiome_sample",
      "topics": [
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  "_rundeps": [
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  "_vignettes": [
    {
      "source": "microbiome_tutorial.Rmd",
      "filename": "microbiome_tutorial.html",
      "title": "Analysis of microbiome data with FAVA",
      "author": "Maike Morrison",
      "engine": "knitr::rmarkdown",
      "headings": [
        "Introduction",
        "Overview",
        "Data specifications",
        "Optional: species similarity matrix",
        "Example analysis",
        "0 - Example data",
        "1 - Visualize relative abundances",
        "2 - Compute unweighted FAVA",
        "Compute unweighted FAVA with multiple groups",
        "3 - Compute weighted FAVA",
        "4 - Bootstrapping",
        "5 - Sliding windows",
        "Compute FAVA for each window",
        "Visualize FAVA in sliding windows",
        "Conclusion",
        "Supplemental materials",
        "Generating a similarity matrix",
        "(1) Convert a phylogenetic tree to a pairwise phylogenetic distance matrix",
        "(2) Convert a pairwise phylogenetic distance matrix to a pairwise similarity matrix",
        "(3) How do these transformations influence the value of FAVA?",
        "When to normalize FAVA",
        "When $I$ is small, which relative abundance matrices have $F_{ST}=1$?",
        "In general, what is the upper bound on $F_{ST}$ conditional on $M$ and $I$?",
        "Example"
      ],
      "created": "2023-06-12 19:55:48",
      "modified": "2024-12-11 23:10:40",
      "commits": 28
    }
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