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Model fit diagnostic object

Source: R/model_check_s3.R
ldmppr_model_check.Rd

Objects of class ldmppr_model_check are returned by check_model_fit. They contain global envelope test results and curve sets for multiple summary functions/statistics.

Usage

# S3 method for class 'ldmppr_model_check'
print(x, ...)

# S3 method for class 'ldmppr_model_check'
summary(object, ...)

# S3 method for class 'summary.ldmppr_model_check'
print(x, ...)

# S3 method for class 'ldmppr_model_check'
plot(x, which = c("combined", "L", "F", "G", "J", "E", "V"), ...)

Arguments

x

an object of class ldmppr_model_check.

...

additional arguments passed to the underlying plot() method (e.g., from **GET**).

object

an object of class ldmppr_model_check.

which

which envelope to plot. "combined" plots the global envelope; otherwise one of "L", "F", "G", "J", "E", "V".

Value

print()

prints a brief summary of the diagnostic object.

summary()

returns a summary.ldmppr_model_check object.

plot()

plots the combined envelope or a selected statistic envelope.

Details

An ldmppr_model_check is a list with components such as:

  • combined_env: a global envelope test object (typically from **GET**)

  • envs: named list of envelope test objects (e.g., L, F, G, J, E, V)

  • curve_sets: named list of curve set objects

  • settings: list of settings used when generating envelopes (e.g., n_sim, thinning)

Methods (by generic)

  • print(ldmppr_model_check): Print a brief summary of the diagnostic results.

  • summary(ldmppr_model_check): Summarize p-values from the combined and individual envelopes.

  • plot(ldmppr_model_check): Plot the combined envelope or a selected statistic.

Functions

  • print(summary.ldmppr_model_check): Print a summary produced by summary.ldmppr_model_check.