skpr (version 1.9.2)

get_attribute: Get attribute values

Description

Returns one or more of underlying attributes used in design generation/evaluation

Usage

get_attribute(output, attr = NULL, round = TRUE)

Value

A list of attributes.

Arguments

output

The output of either gen_design(), eval_design(), or eval_design_mc().

attr

Default NULL. Return just the specific value requested. Potential values are model_matrix for model used, moments.matrix, variance.matrix, alias.matrix, correlation.matrix, and model for the model used in the evaluation/generation of the design.

round

Default TRUE. Rounds off values smaller than the magnitude 1e-15`` in the correlation.matrixandalias.matrix` matrix attributes.

Examples

# We can extract the attributes of a design from either the output of `gen_design()`
# or the output of `eval_design()`

factorialcoffee = expand.grid(cost = c(1, 2),
                             type = as.factor(c("Kona", "Colombian", "Ethiopian", "Sumatra")),
                             size = as.factor(c("Short", "Grande", "Venti")))

designcoffee = gen_design(factorialcoffee, ~cost + size + type, trials = 29,
                         optimality = "D", repeats = 100)

#Extract a list of all attributes
get_attribute(designcoffee)

#Get just one attribute
get_attribute(designcoffee,"model_matrix")

# Extract from `eval_design()` output
power_output = eval_design(designcoffee, model = ~cost + size + type,
                          alpha = 0.05, detailedoutput = TRUE)

get_attribute(power_output,"correlation.matrix")