get_all_eds_by_grouping_property: Get ED5s, ED50s and ED95s by Grouping Property

In CBASSED50: Process CBASS-Derived PAM Data

Get ED5s, ED50s and ED95s by Grouping Property

Description

This function takes a list of models and extracts the ED5s, ED50s and ED95s values for each model based on a specified grouping property. The ED5s, ED50s and ED95s values is extracted from the model's coefficients and is associated with the intercept term.

Usage

get_all_eds_by_grouping_property(models)

Arguments

models

A list of models where each element represents a model object containing coefficients.

Value

A data frame containing the ED50 values along with their corresponding grouping property. Each row represents a model's ED50 value and its associated grouping property.

Examples

data(cbass_dataset)
preprocessed_data <- preprocess_dataset(cbass_dataset)
model_list <- fit_drms(preprocessed_data,
           c("Site", "Condition", "Species", "Genotype"),
            "Pam_value ~ Temperature", is_curveid = TRUE)
eds_data <- get_all_eds_by_grouping_property(model_list)

# Resulting data frame structure:
#   ED5         ED50         ED95         GroupingProperty
# 1 ED5_value_1 ED50_value_1 ED95_value_1 Group1
# 2 ED5_value_2 ED50_value_2 ED95_value_2 Group2

CBASSED50 documentation built on June 8, 2025, 10:27 a.m.