print.haldensify: Print: Highly Adaptive Lasso Conditional Density Estimates

In haldensify: Highly Adaptive Lasso Conditional Density Estimation

Description

Print: Highly Adaptive Lasso Conditional Density Estimates

Usage

## S3 method for class 'haldensify'
print(x, ...)

Arguments

x	An object of class haldensify.
...	Other options (not currently used).

Details

The print method for objects of class haldensify

Value

None. Called for the side effect of printing an informative summary of slots of objects of class haldensify.

Examples

# simulate data: W ~ U[-4, 4] and A|W ~ N(mu = W, sd = 0.5)
set.seed(429153)
n_train <- 50
w <- runif(n_train, -4, 4)
a <- rnorm(n_train, w, 0.5)

# learn relationship A|W using HAL-based density estimation procedure
haldensify_fit <- haldensify(
  A = a, W = w, n_bins = c(3, 5),
  lambda_seq = exp(seq(-1, -15, length = 50L)),
  max_degree = 3, reduce_basis = 0.1
)
print(haldensify_fit)

haldensify documentation built on Feb. 10, 2022, 1:07 a.m.