Create Linear Model — create_linear

A wrapper to create a linear model from curve data.

Usage

create_linear_model(
  curve_data,
  conc_var,
  signal_var,
  dilution_data = lifecycle::deprecated()
)

Arguments

curve_data: A data frame or tibble containing curve data.
conc_var: Column name in curve_data to indicate concentration.
signal_var: Column name in curve_data to indicate signal.
dilution_data: dilution_data was renamed to curve_data.

Value

A linear model object from stats:lm() with formula signal_var ~ conc_var from data curve_data.

Examples

concentration <- c(10, 20, 40, 60, 80, 100)

signal <- c(22561, 31178, 39981, 48390, 52171, 53410)

curve_data <- data.frame(Concentration = concentration,
                         Signal = signal)

linear_model <- create_linear_model(
  curve_data,
  "Concentration",
  "Signal"
)

linear_model
#> 
#> Call:
#> stats::lm(formula = linear_formula, data = curve_data)
#> 
#> Coefficients:
#>   (Intercept)  Concentration  
#>       23708.5          340.1  
#>