DAISIE_sim_cr_gw {DAISIE}

Simulates island replicates with an guild-wide (GW) diversity-dependent process

Description

Simulates island replicates with an guild-wide (GW) diversity-dependent process

Usage

DAISIE_sim_cr_gw(
  total_time,
  M,
  pars,
  replicates,
  nonoceanic_pars,
  num_guilds,
  sample_freq,
  hyper_pars,
  area_pars,
  verbose
)

Arguments

total_time

Numeric defining the length of the simulation in time units.

M

Numeric defining the size of mainland pool, i.e. the number of species that can potentially colonize the island.

pars

A numeric vector containing the model parameters:

• pars[1]: lambda^c (cladogenesis rate)

• pars[2]: mu (extinction rate)

• pars[3]: K (carrying capacity), set K=Inf for diversity independence.

• pars[4]: gamma (immigration rate)

• pars[5]: lambda^a (anagenesis rate)

• pars[6]: lambda^c (cladogenesis rate) for either type 2 species or rate set 2 in rate shift model

• pars[7]: mu (extinction rate) for either type 2 species or rate set 2 in rate shift model

• pars[8]: K (carrying capacity) for either type 2 species or rate set 2 in rate shift model, set K=Inf for diversity independence.

• pars[9]: gamma (immigration rate) for either type 2 species or rate set 2 in rate shift model

• pars[10]: lambda^a (anagenesis rate) for either type 2 species or rate set 2 in rate shift model

Elements 6:10 are required only when type 2 species are included or in the rate shift model. For DAISIE_sim_relaxed_rate() pars[6] is the standard deviation of the gamma distribution for the relaxed parameter and the parameter chosen by the relaxed_par argument is the mean of the gamma distribution for the relaxed parameter.

replicates

Integer specifying number of island replicates to be simulated.

nonoceanic_pars

A vector of length two with:

• [1]: the probability of sampling a species from the mainland

• [2]: the probability of the species sampled from the mainland being nonendemic

num_guilds

The number of guilds on the mainland. The number of mainland species is divided by the number of guilds when divdepmodel = "GW"

sample_freq

Numeric specifing the number of units times should be divided by for plotting purposes. Larger values will lead to plots with higher resolution, but will also run slower.

hyper_pars

A named list of numeric hyperparameters for the rate calculations as returned by create_hyper_pars():

• [1]: is d the scaling parameter for exponent for calculating cladogenesis rate

• [2]: is x the exponent for calculating extinction rate

area_pars

A named list containing area and sea level parameters as created by create_area_pars():

• [1]: maximum area

• [2]: current area

• [3]: value from 0 to 1 indicating where in the island's history the peak area is achieved

• [4]: total island age

• [5]: amplitude of area fluctuation from sea level

• [6]: frequency of sine wave of area change from sea level

• [7]: angle of the slope of the island

verbose

A numeric vector of length 1, which in simulations and 'DAISIEdataprep()' can be '1' or '0', where '1' gives intermediate output should be printed. For ML functions a numeric determining if intermediate output should be printed. The default: '0' does not print, '1' prints the initial likelihood and the settings that were selected (which parameters are to be optimised, fixed or shifted), '2' prints the same as '1 and also the intermediate output of the parameters and loglikelihood, while '3' the same as '2' and prints intermediate progress during likelihood computation.

Value

A list. The highest level of the least corresponds to each individual replciate. See return for 'DAISIE_sim_cr()' for details.