predict_temperature_values {CBASSED50}R Documentation

Predict the temperature values

Description

This function takes a list of models and generates a sequence of temperature values that span the range of input temperatures.

Usage

predict_temperature_values(models, temp_range)

Arguments

models

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

temp_range

the temperature range to be used for predictions from the function define_temperature_ranges

Value

A data frame containing the predicted PAM values for each temperature along with their corresponding grouping property. Each row represents a model's predicted PAM value and its associated grouping property and confidence interval.

Examples

data(cbass_dataset)
preprocessed_data <- preprocess_dataset(cbass_dataset)

models <- fit_drms(preprocessed_data,
                 c("Site", "Condition", "Species", "Timepoint"),
                   "Pam_value ~ Temperature", is_curveid = TRUE)
temp_ranges <- define_temperature_ranges(cbass_dataset$Temperature, n = 100)
predict_temperature_values(models, temp_ranges)


[Package CBASSED50 version 0.2.0 Index]