EmpiricalDynamics (version 0.1.2)

check_qualitative_behavior: Check Qualitative Behavior

Description

Comprehensive check of whether the discovered equation exhibits expected qualitative features.

Usage

check_qualitative_behavior(
  equation,
  data,
  variable,
  expected_features = list()
)

Value

Object of class "qualitative_check".

Arguments

equation

Fitted equation object.

data

Original data.

variable

Main variable name.

expected_features

List of expected qualitative features:

• n_fixed_points: Expected number of fixed points

• stability_pattern: e.g., c("stable", "unstable", "stable")

• monotonicity: Expected sign of derivative ("positive", "negative", "none")

• bounded: Whether dynamics should be bounded