Linear Regression Statistics of Response Curves — get_response_curve

This function calculates linear regression statistics (R-squared, slope, and intercept) for each response curve in the provided MidarExperiment object. Optionally, it can include additional statistics from the lancer package (if installed) when with_staturation_stats is set to TRUE.

Usage

get_response_curve_stats(
  data = NULL,
  with_staturation_stats = FALSE,
  limit_to_rqc = FALSE,
  silent_invalid_data = FALSE
)

Arguments

data: A MidarExperiment object containing the dataset and response curve annotations.
with_staturation_stats: Logical, if TRUE, include additional statistics from the lancer package. Note: The lancer package must be installed when this argument is set to TRUE.
limit_to_rqc: Logical, if TRUE (default), only include rows with qc_type == "RQC".
silent_invalid_data: Logical, if TRUE suppresses raising an error when required data or metadata are missing, or there is a mismatch between them.

Value

A tibble with linear regression statistics (r2, slopenorm, y0norm) for each curve, or NULL if no data matches the criteria.