{
"test_name": "Breusch-Pagan Test (Python - statsmodels)",
"dataset": "prostate",
"formula": "lcavol ~ lweight + age + lbph + svi + lcp + gleason + pgg45 + lpsa",
"statistic": 17.21185080002322,
"p_value": 0.027977157531027055,
"passed": false,
"f_statistic": 2.3729132797118506,
"f_p_value": 0.023094097654150884,
"description": "Tests for heteroscedasticity by regressing squared residuals on predictors. Uses statsmodels.stats.diagnostic.het_breuschpagan."
}