SDAresChecks: Diagnostic Checks on SDA Results

In eisascience/scCustFx: single-cell custom fxs Package

Diagnostic Checks on SDA Results

Description

Executes a series of diagnostic checks on Single-cell Data Analysis (SDA) results to assess convergence, distribution of loadings and scores, and Posterior Inclusion Probability (PIP) distributions. The function uses 'SDAtools' for generating diagnostic outputs and handles errors gracefully for each diagnostic step, ensuring that all possible checks are attempted.

Usage

SDAresChecks(results)

Details

This function is designed to be run with SDA results available in the global environment or within its scope. It attempts to run convergence checks, loading and score distributions, and PIP distributions. If an error occurs during any of the checks, it catches the error, prints an error message specific to the failed check, and continues with the next checks.

Value

Invisible NULL. The function is called for its side effects, which include printing diagnostic information and error messages directly to the console.

eisascience/scCustFx documentation built on June 2, 2025, 3:59 a.m.