simulate2MRexperiment: Convert simulated output to MRexperiment object

Description Usage Arguments Value Examples

View source: R/conversion_functions.R

Description

In order to allow investigators to more easily incorporate simulated data, this package converts the raw output into an MRexperiment object used in the metagenomeSeq package.

Usage

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Arguments

obj

output from either gen_norm_microbiome or mvrnorm_sim

missing

logical indicator for objects from mvrnorm_sim. If missing = TRUE then create MRexperiment object with Y_obs else use Y.

Value

An MRexperiment object

Examples

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bug_gen <- gen_norm_microbiome(features=6, diff_abun_features=3,
                               n_control=30, n_treat=20, control_mean=2,
                               sigma=2, num_timepoints=4, t_interval=c(0, 3),
                               rho=0.9, corr_str="compound", func_form="M",
                               beta=c(4, 3), IP=c(2, 3.3, 6),
                               missing_pct=0.2, missing_per_subject=2,
                               miss_val=0, asynch_time=TRUE)
bug_gen_MR <- simulate2MRexperiment(bug_gen)
class(bug_gen_MR)

microbiomeDASim documentation built on Nov. 8, 2020, 10:58 p.m.