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      "class": [
        "list"
      ],
      "fields": [],
      "table": false,
      "tojson": true
    },
    {
      "name": "islands_1type_1000reps",
      "title": "1000 islands in DAISIE format simulated with the ML parameters of the CR model for the Galapagos data",
      "object": "islands_1type_1000reps",
      "file": "islands_1type_1000reps.RData",
      "class": [
        "list"
      ],
      "fields": [],
      "table": false,
      "tojson": true
    },
    {
      "name": "islands_2types_1000reps",
      "title": "1000 islands in DAISIE format simulated with the ML parameters of the CR_lamc_mu_K model for the Galapagos data (2 types of species)",
      "object": "islands_2types_1000reps",
      "file": "islands_2types_1000reps.RData",
      "class": [
        "list"
      ],
      "fields": [],
      "table": false,
      "tojson": true
    },
    {
      "name": "Macaronesia_datalist",
      "title": "Colonization and branching times of terrestrial avifaunal clades from Azores, Canary Islands, Cape Verde and Madeira in list format, accepted by DAISIE_ML and DAISIE_loglik_all",
      "object": "Macaronesia_datalist",
      "file": "Macaronesia_datalist.RData",
      "class": [
        "list"
      ],
      "fields": [],
      "table": false,
      "tojson": true
    },
    {
      "name": "made_up_datalist",
      "title": "Colonization and branching times of artificial data in list format accepted by DAISIE_ML and DAISIE_loglik_all",
      "object": "made_up_datalist",
      "file": "made_up_datalist.RData",
      "class": [
        "list"
      ],
      "fields": [],
      "table": false,
      "tojson": true
    },
    {
      "name": "NewZealand_birds_datalist",
      "title": "Colonization and branching times of New Zealand birds.",
      "object": "NewZealand_birds_datalist",
      "file": "NewZealand_birds_datalist.RData",
      "class": [
        "list"
      ],
      "fields": [],
      "table": false,
      "tojson": true
    },
    {
      "name": "stac_table",
      "title": "Explanatory table on meaning and use of 'stac' settings",
      "object": "stac_table",
      "file": "stac_table.rda",
      "class": [
        "spec_tbl_df",
        "tbl_df",
        "tbl",
        "data.frame"
      ],
      "fields": [
        "stac",
        "Input for DAISIE_dataprep table \"Clade_Name\"",
        "Type of species or clade",
        "Input for DAISIE_dataprep table \"Branching_times\"",
        "Colonisation times"
      ],
      "rows": 9,
      "table": true,
      "tojson": true
    }
  ],
  "_help": [
    {
      "page": "add_column_to_dataframe",
      "title": "Add a column to a data frame",
      "topics": [
        "add_column_to_dataframe"
      ]
    },
    {
      "page": "archipelago_data",
      "title": "Physical data on 41 archipelagos",
      "topics": [
        "archipelago_data"
      ]
    },
    {
      "page": "archipelagos41",
      "title": "DAISIE datalist object including bird phylogenetic data and physical data for 41 archipelagos",
      "topics": [
        "archipelagos41"
      ]
    },
    {
      "page": "Bats_GreaterAntilles",
      "title": "Colonization and branching times of Noctilionoid bats from the Greater Antilles.",
      "topics": [
        "Bats_GreaterAntilles"
      ]
    },
    {
      "page": "Biwa_datalist",
      "title": "Colonization and branching times of 68 fish clades.",
      "topics": [
        "Biwa_datalist"
      ]
    },
    {
      "page": "create_area_pars",
      "title": "Create named list of area parameters",
      "topics": [
        "create_area_pars"
      ]
    },
    {
      "page": "create_CS_version",
      "title": "Creates the list object for CS_version argument in DAISIE_ML_CS",
      "topics": [
        "create_CS_version"
      ]
    },
    {
      "page": "create_hyper_pars",
      "title": "Create list of hyperparameters",
      "topics": [
        "create_hyper_pars"
      ]
    },
    {
      "page": "create_pars",
      "title": "Create vector of model parameters",
      "topics": [
        "create_pars"
      ]
    },
    {
      "page": "create_trait_pars",
      "title": "Create named list of trait state parameters",
      "topics": [
        "create_trait_pars"
      ]
    },
    {
      "page": "create_trait_pars_2K",
      "title": "Create named list of trait state parameters",
      "topics": [
        "create_trait_pars_2K"
      ]
    },
    {
      "page": "DAISIE_abm_factor",
      "title": "Sets or retrieves the factor to calculate the step-size used by the odeint::adams_bashforth[_moulton] solvers.",
      "topics": [
        "DAISIE_abm_factor"
      ]
    },
    {
      "page": "DAISIE_convertprobdist",
      "title": "Converts the joint distribution of endemics and non-endemics under the DAISIE model to list format",
      "topics": [
        "DAISIE_convertprobdist"
      ]
    },
    {
      "page": "DAISIE_count_species",
      "title": "Count number of species in DAISIE datalist or simulated data.",
      "topics": [
        "DAISIE_count_species"
      ]
    },
    {
      "page": "DAISIE_CS_max_steps",
      "title": "CS iteration control",
      "topics": [
        "DAISIE_CS_max_steps"
      ]
    },
    {
      "page": "DAISIE_dataprep",
      "title": "Prepare colonisation and branching time data to run in DAISIE.",
      "topics": [
        "DAISIE_dataprep"
      ]
    },
    {
      "page": "DAISIE_ExpEIN",
      "title": "The expected number of endemics and non-endemics under the DAISIE model with no diversity-dependence",
      "topics": [
        "DAISIE_ExpEIN"
      ]
    },
    {
      "page": "DAISIE_ExpEIN2",
      "title": "The expected number of endemics and non-endemics under the DAISIE model",
      "topics": [
        "DAISIE_ExpEIN2"
      ]
    },
    {
      "page": "DAISIE_format_CS_full_stt",
      "title": "Formats clade-specific simulation output into standard DAISIE list output with complete STT table",
      "topics": [
        "DAISIE_format_CS_full_stt"
      ]
    },
    {
      "page": "DAISIE_format_IW_full_stt",
      "title": "Formats clade-specific simulation output into standard DAISIE list output with complete STT table",
      "topics": [
        "DAISIE_format_IW_full_stt"
      ]
    },
    {
      "page": "DAISIE_IC",
      "title": "Calculates information criterion from DAISIE ML estimates?",
      "topics": [
        "DAISIE_IC"
      ]
    },
    {
      "page": "DAISIE_IW_num_threads",
      "title": "IW concurrency control",
      "topics": [
        "DAISIE_IW_num_threads"
      ]
    },
    {
      "page": "DAISIE_loglik_IW",
      "title": "Computes the loglikelihood of the DAISIE model with island-wide diversity-dependence given data and a set of model parameters",
      "topics": [
        "DAISIE_loglik_IW"
      ]
    },
    {
      "page": "DAISIE_margprobdist",
      "title": "The marginal distribution of endemics and non-endemics under the DAISIE model",
      "topics": [
        "DAISIE_margprobdist"
      ]
    },
    {
      "page": "DAISIE_margprobdist2",
      "title": "The probability distribution of the number of endemics and non-endemics under the DAISIE model",
      "topics": [
        "DAISIE_margprobdist2"
      ]
    },
    {
      "page": "DAISIE_ML",
      "title": "Maximization of the loglikelihood under the DAISIE model with clade-specific diversity-dependence",
      "topics": [
        "DAISIE_ML",
        "DAISIE_ML_CS"
      ]
    },
    {
      "page": "DAISIE_ML_IW",
      "title": "Maximization of the loglikelihood under the DAISIE model with island-wide diversity-dependence",
      "topics": [
        "DAISIE_ML_IW"
      ]
    },
    {
      "page": "DAISIE_MW_ML",
      "title": "Maximization of the loglikelihood under the DAISIE model with clade-specific diversity-dependence and explicit dependencies on island area and isolation as hypothesized by MacArthur & Wilson",
      "topics": [
        "DAISIE_MW_ML"
      ]
    },
    {
      "page": "DAISIE_numcol",
      "title": "The expectation and marginal distribution of the number of colonizations (lineages) under the DAISIE model",
      "topics": [
        "DAISIE_numcol"
      ]
    },
    {
      "page": "daisie_odeint_cs",
      "title": "Driver for the boost::odeint solver for the CS model",
      "topics": [
        "daisie_odeint_cs"
      ]
    },
    {
      "page": "daisie_odeint_iw",
      "title": "Driver for the boost::odeint solver for the IW model",
      "topics": [
        "daisie_odeint_iw"
      ]
    },
    {
      "page": "DAISIE_plot_age_diversity",
      "title": "Plot clade age against clade diversity.",
      "topics": [
        "DAISIE_plot_age_diversity"
      ]
    },
    {
      "page": "DAISIE_plot_input",
      "title": "DAISIE tree plot",
      "topics": [
        "DAISIE_plot_input"
      ]
    },
    {
      "page": "DAISIE_plot_island",
      "title": "Plot colonisation and branching time of species found on an island dataset.",
      "topics": [
        "DAISIE_plot_island"
      ]
    },
    {
      "page": "DAISIE_plot_sims",
      "title": "Plot island species-through-time (STT) plots",
      "topics": [
        "DAISIE_plot_sims"
      ]
    },
    {
      "page": "DAISIE_probdist",
      "title": "The joint distribution of endemics and non-endemics under the DAISIE model",
      "topics": [
        "DAISIE_probdist"
      ]
    },
    {
      "page": "DAISIE_sim",
      "title": "Simulate (non-)oceanic islands with given parameters under time-constant rates",
      "concept": [
        "simulation models"
      ],
      "topics": [
        "DAISIE_sim",
        "DAISIE_sim_cr"
      ]
    },
    {
      "page": "DAISIE_sim_cr_cs",
      "title": "Simulates island replicates with an clade-specific (CS) diversity-dependent constant-rate process",
      "topics": [
        "DAISIE_sim_cr_cs"
      ]
    },
    {
      "page": "DAISIE_sim_cr_gw",
      "title": "Simulates island replicates with an guild-wide (GW) diversity-dependent process",
      "topics": [
        "DAISIE_sim_cr_gw"
      ]
    },
    {
      "page": "DAISIE_sim_cr_iw",
      "title": "Simulates island replicates with an island-wide (IW) diversity-dependent constant-rate process",
      "topics": [
        "DAISIE_sim_cr_iw"
      ]
    },
    {
      "page": "DAISIE_sim_cr_shift",
      "title": "Simulate (non-)oceanic islands with given parameters under a rate-shift regime",
      "concept": [
        "simulation models"
      ],
      "topics": [
        "DAISIE_sim_cr_shift"
      ]
    },
    {
      "page": "DAISIE_sim_MW",
      "title": "Simulate multiple islands based on hyperparameters that describe relationships between area, isolation and local parameters",
      "topics": [
        "DAISIE_sim_MW"
      ]
    },
    {
      "page": "daisie_sim_rcpp",
      "title": "Driver for the daisie sim time loop",
      "topics": [
        "daisie_sim_rcpp"
      ]
    },
    {
      "page": "DAISIE_sim_relaxed_rate",
      "title": "Simulate (non-)oceanic islands with given parameters under a relaxed-rate model",
      "concept": [
        "simulation models"
      ],
      "topics": [
        "DAISIE_sim_relaxed_rate"
      ]
    },
    {
      "page": "DAISIE_sim_time_dep",
      "title": "Simulate (non-)oceanic islands with given parameters under a time-dependent regime",
      "concept": [
        "simulation models"
      ],
      "topics": [
        "DAISIE_sim_time_dep"
      ]
    },
    {
      "page": "DAISIE_sim_time_dep_cs",
      "title": "Simulates island replicates with an clade-specific (CS) diversity-dependent time-dependent process",
      "topics": [
        "DAISIE_sim_time_dep_cs"
      ]
    },
    {
      "page": "DAISIE_sim_time_dep_gw",
      "title": "Simulates island replicates with an guild-wide (GW) diversity-dependent time-dependent process",
      "topics": [
        "DAISIE_sim_time_dep_gw"
      ]
    },
    {
      "page": "DAISIE_sim_time_dep_iw",
      "title": "Simulates island replicates with an island-wide (IW) diversity-dependent time-dependent process",
      "topics": [
        "DAISIE_sim_time_dep_iw"
      ]
    },
    {
      "page": "DAISIE_sim_trait_dep",
      "title": "Simulate islands with given trait-dependent parameters.",
      "topics": [
        "DAISIE_sim_trait_dep"
      ]
    },
    {
      "page": "DAISIE_sim_trait_dep_2K",
      "title": "Simulate islands with given trait-dependent parameters.",
      "topics": [
        "DAISIE_sim_trait_dep_2K"
      ]
    },
    {
      "page": "DAISIE_SR_loglik_CS",
      "title": "Computes the loglikelihood of the DAISIE model with clade-specific diversity-dependence given data and a set of model parameters that may shift at some time",
      "topics": [
        "DAISIE_SR_loglik_all",
        "DAISIE_SR_loglik_CS"
      ]
    },
    {
      "page": "DAISIE_SR_ML",
      "title": "Maximization of the loglikelihood under the DAISIE model with clade-specific diversity-dependence",
      "topics": [
        "DAISIE_SR_ML",
        "DAISIE_SR_ML_CS"
      ]
    },
    {
      "page": "frogs_datalist",
      "title": "Colonization and branching times of 5 Eleutherodactylus clades from Hispaniola island.",
      "topics": [
        "frogs_datalist"
      ]
    },
    {
      "page": "frogs_datatable",
      "title": "Colonization and branching times of 5 Eleutherodactylus (frogs) clades from the island of Hispaniola.",
      "topics": [
        "frogs_datatable"
      ]
    },
    {
      "page": "frogs_sim_datalist",
      "title": "Colonization and branching times of a data set simulated with the MLE parameters of frogs_datalist",
      "topics": [
        "frogs_sim_datalist"
      ]
    },
    {
      "page": "Galapagos_datalist",
      "title": "Colonization and branching times of 8 terrestrial avifaunal clades in list format, accepted by DAISIE_ML and DAISIE_loglik_all",
      "topics": [
        "Galapagos_datalist"
      ]
    },
    {
      "page": "Galapagos_datalist_2types",
      "title": "Colonization and branching times of 8 terrestrial avifaunal clades in list format, accepted by DAISIE_ML and DAISIE_loglik_all",
      "topics": [
        "Galapagos_datalist_2types"
      ]
    },
    {
      "page": "Galapagos_datatable",
      "title": "Colonization and branching times of 8 terrestrial avifaunal Galápagos clades in table format.",
      "topics": [
        "Galapagos_datatable"
      ]
    },
    {
      "page": "islands_10reps_RAW",
      "title": "1000 islands in RAW format simulated with the ML parameters of the CR model for the Galapagos data.",
      "topics": [
        "islands_10reps_RAW"
      ]
    },
    {
      "page": "islands_1type_1000reps",
      "title": "1000 islands in DAISIE format simulated with the ML parameters of the CR model for the Galapagos data",
      "topics": [
        "islands_1type_1000reps"
      ]
    },
    {
      "page": "islands_2types_1000reps",
      "title": "1000 islands in DAISIE format simulated with the ML parameters of the CR_lamc_mu_K model for the Galapagos data (2 types of species)",
      "topics": [
        "islands_2types_1000reps"
      ]
    },
    {
      "page": "Macaronesia_datalist",
      "title": "Colonization and branching times of terrestrial avifaunal clades from Azores, Canary Islands, Cape Verde and Madeira in list format, accepted by DAISIE_ML and DAISIE_loglik_all",
      "topics": [
        "Macaronesia_datalist"
      ]
    },
    {
      "page": "made_up_datalist",
      "title": "Colonization and branching times of artificial data in list format accepted by DAISIE_ML and DAISIE_loglik_all",
      "topics": [
        "made_up_datalist"
      ]
    },
    {
      "page": "NewZealand_birds_datalist",
      "title": "Colonization and branching times of New Zealand birds.",
      "topics": [
        "NewZealand_birds_datalist"
      ]
    },
    {
      "page": "stac_table",
      "title": "Explanatory table on meaning and use of 'stac' settings",
      "topics": [
        "stac_table"
      ]
    }
  ],
  "_readme": "https://github.com/rsetienne/daisie/raw/HEAD/README.md",
  "_rundeps": [
    "ape",
    "BH",
    "cli",
    "clusterGeneration",
    "coda",
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    "optimParallel",
    "phangorn",
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    "pkgconfig",
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    "pso",
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    "Rcpp",
    "RcppEigen",
    "rlang",
    "scatterplot3d",
    "SparseM",
    "subplex",
    "tensor",
    "testit",
    "vctrs"
  ],
  "_sysdeps": [
    {
      "shlib": "libgfortran",
      "package": "libgfortran5",
      "source": "gcc",
      "version": "14.2.0-4ubuntu2~24.04.1",
      "name": "fortran",
      "homepage": "http://gcc.gnu.org/",
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    },
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      "homepage": "http://gcc.gnu.org/",
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    }
  ],
  "_vignettes": [
    {
      "source": "stac_key.Rmd",
      "filename": "stac_key.html",
      "title": "DAISIE stac values",
      "engine": "knitr::rmarkdown",
      "headings": [
        "Key for the different values of stac that can be used in DAISIE objects, and how they can be specified in the function DAISIE_dataprep."
      ],
      "created": "2022-04-14 09:35:54",
      "modified": "2022-04-14 09:35:54",
      "commits": 1
    },
    {
      "source": "DAISIE_FAQs.Rmd",
      "filename": "DAISIE_FAQs.html",
      "title": "DAISIE FAQs",
      "engine": "knitr::rmarkdown",
      "headings": [],
      "created": "2025-01-30 19:33:14",
      "modified": "2026-03-27 14:21:52",
      "commits": 3
    },
    {
      "source": "demo_optimize.Rmd",
      "filename": "demo_optimize.html",
      "title": "Demo optimizing parameters",
      "author": "Luis M. Valente, Albert B. Phillimore, Rampal S. Etienne",
      "engine": "knitr::rmarkdown",
      "headings": [
        "DAISIE – Dynamic Assembly of Island biotas through Speciation, Immigration and Extinction",
        "Loading data table",
        "Formatting table to run in DAISIE",
        "Optimizing parameters using maximum likelihood",
        "Example 1: Optimizing all parameters, with diversity-dependence in speciation and colonisation",
        "Example 2: Optimizing model without diversity-dependence",
        "Example 3: Optimizing model with no diversity-dependence and no anagenesis",
        "Example 4: Optimizing all parameters, but allowing Darwin’s finches to have a separate rate of cladogenesis.",
        "Example 5: Optimizing a model with no diversity-dependence, but allowing Darwin’s finches to have a separate rate of cladogenesis and extinction.",
        "Example 6: Optimizing a model with no diversity-dependence, using the DAISIE-DE approach."
      ],
      "created": "2019-03-19 19:18:07",
      "modified": "2026-03-27 14:21:52",
      "commits": 3
    },
    {
      "source": "demo_sim.Rmd",
      "filename": "demo_sim.html",
      "title": "Demo simulating islands",
      "author": "Luis M. Valente, Albert B. Phillimore, Rampal S. Etienne",
      "engine": "knitr::rmarkdown",
      "headings": [
        "DAISIE – Dynamic Assembly of Island biotas through Speciation, Immigration and Extinction",
        "Loading",
        "Simulating islands",
        "Example 5.1 – Simulating r n_replicates islands with no diversity-dependence, all species sharing the same parameters, and plotting the results",
        "Example 5.2 – Simulating r n_replicates islands with diversity-dependence (K’=10), all species sharing the same parameters, and plotting the results",
        "Example 5.3 – Simulating r n_replicates islands allowing Darwin’s finches to have a higher rate of cladogenesis:"
      ],
      "created": "2019-03-19 19:18:07",
      "modified": "2022-04-14 09:35:54",
      "commits": 6
    },
    {
      "source": "demo_CSvsIW.Rmd",
      "filename": "demo_CSvsIW.html",
      "title": "Demo: Fitting clade-specific and island-wide diversity-dependence models in DAISIE",
      "engine": "knitr::rmarkdown",
      "headings": [
        "1. Load, prepare and visualize data",
        "The table contains the following 4 columns (column headers need to be written exactly like this):",
        "1.1. Create DAISIE datalist from the input table",
        "1.2. View DAISIE datalist",
        "1.3. Visualise the data",
        "Plot age versus diversity",
        "2. Fit DAISIE models",
        "2.1 Fit DI model",
        "2.2 Fit CS model",
        "2.3 Fit CS_no_ana model",
        "2.4 Fit IW model",
        "2.5 Fit IW_no_ana model",
        "3. Simulate islands under given DAISIE models",
        "3.1 Simulate islands with the parameters estimated from the best model for the  Hispaniolan Eleutherodacytlus data",
        "3.2 Plot the species-through-time plots resulting from the simulations."
      ],
      "created": "2020-08-11 15:30:48",
      "modified": "2022-04-14 09:35:54",
      "commits": 2
    }
  ],
  "_score": 8.767155866082181,
  "_indexed": true,
  "_nocasepkg": "daisie",
  "_universes": [
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  ],
  "_binaries": [
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      "os": "linux",
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      "date": "2026-06-04T11:30:33.000Z",
      "distro": "noble",
      "arch": "aarch64",
      "commit": "ef713fbdeba658e0cc7b670d798f1796a5272747",
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      "status": "success",
      "check": "OK",
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