diagnose_real_data: Diagnose a real dataset

In missPLS: Methods and Reproducible Workflows for Partial Least Squares with Missing Data

Diagnose a real dataset

Description

Compute correlation summaries and VIF-style diagnostics for a packaged real dataset.

Usage

diagnose_real_data(dataset, cor_threshold = 0.7)

Arguments

dataset	A packaged dataset name or misspls_dataset object.
cor_threshold	Absolute-correlation threshold used when reporting predictor pairs and predictor-response associations.

Value

A list with correlation and VIF summaries.

Examples

diag_bromhexine <- diagnose_real_data("bromhexine")
names(diag_bromhexine)

missPLS documentation built on April 30, 2026, 9:09 a.m.