analysis: Main entry function to conduct analysis of a dataset.

In jacobaro/danalyze: Danalyze: Automated Analysis Functions

Main entry function to conduct analysis of a dataset.

Description

This function runs either a frequentist or bayesian analysis of a dataset.

Usage

analysis(
  runs,
  formula,
  main.ivs = NULL,
  data,
  cluster = NULL,
  weights = NULL,
  model.type = NULL,
  model.extra.args = NULL,
  inference = c("frequentist", "bayesian")
)

Arguments

runs	The number of runs to conduct. Optionally, an object returned from "resample_df."
formula	The formula to run.
data	The data to use for analysis.
cluster	Formula specifying the variable in data that identifies clusters within the data.
weights	Vector of weights to use.
model.type	The model type is determined automatically from the formula and data. Can optionally be specified directly.
model.extra.args	Extra arguments to the model that will be run.
inference	The type of inference to use: frequentist (the default) or bayesian.

Examples

analysis(runs = 1000, formula = out ~ treat, data = dt, inference = "bayesian")

jacobaro/danalyze documentation built on Oct. 20, 2022, 8:09 a.m.