Estimate Margins

Estimate Margins

Usage

estimate_margins(dta, margins_controls, kde = NULL)

Arguments

dta

data.table::data.table Data to calculate the margins.

margins_controls

list A list with arguments to be passed to kde1d::kde1d(). Currently, there can be

• mult numeric vector of length one or d; all bandwidths for marginal kernel density estimation are multiplied with mult. Defaults to log(1 + d) where d is the number of climate variables.

• xmin numeric vector of length d; see kde1d::kde1d().

• xmax numeric vector of length d; see kde1d::kde1d().

• bw numeric vector of length d; see kde1d::kde1d().

• deg numeric vector of length one or d; kde1d::kde1d().

• type character vector of length one or d; must be one of c, cont, continuous for continuous variables, one of d, disc, discrete for discrete integer variables, or one of zi, zinfl, zero-inflated for zero-inflated variables.

kde

list kernel density estimations.

Value

A data frame with the marginal PIT.