tidy.zinbboot {evinf}

Tidy function for zinbboot

Description

Tidy function for zinbboot

Usage

## S3 method for class 'zinbboot'
tidy(
  x,
  component = c("zi", "count", "all"),
  coef_type = c("original", "bootstrap_mean", "bootstrap_median"),
  standard_error = TRUE,
  p_value = c("bootstrapped", "approx", "none"),
  confint = c("none", "bootstrapped", "approx"),
  conf_level = 0.95,
  approx_t_value = TRUE,
  symmetric_bootstrap_p = TRUE,
  ...
)

Arguments

x

A fitted bootstrapped zero-inflated model

component

Which component should be shown?

coef_type

What type of coefficient should be reported, original, bootstrapped mean, or bootstrapped median

standard_error

Should bootstrapped standard errors be reported?

p_value

What type of p-value should be reported? Bootstrapped p_values, approximate p-values, or none?

confint

What type of confidence intervals should be reported? Bootstrapped p_values, approximate p-values, or none?

conf_level

Confidence level for confidence intervals

approx_t_value

Should approximate t_values be reported

symmetric_bootstrap_p

Should bootstrap p-values be computed as symmetric (leaving alpha/2 percent in each tail)? FALSE gives non-symmetric, but narrower, intervals. TRUE corresponds most closely to conventional p-values.

...

Other arguments to be passed to tidy

Value

A tidy function for a bootstrapped zinb model

Examples

data(genevzinb2)
model <- evzinb(y~x1+x2+x3,data=genevzinb2, n_bootstraps = 10, multicore = TRUE, ncores = 2)
zinb_comp <- compare_models(model)
tidy(zinb_comp$zinb)