get_output function

Transform input X to output Y

get_output transforms the input $\boldsymbol x$ to the observed data $\boldsymbol y$ given the transformation vector c("$\\tau =\n$", "$(\\mu_x(\\boldsymbol \\beta), \\sigma_x(\\boldsymbol \\beta), \\gamma, \\alpha,\n$", "$\\delta)$").

This is the inverse of get_input.

get_output(x, tau, return.z = FALSE)

Arguments

• x: a numeric vector of data values.
• tau: named vector $\tau$ which defines the variable transformation. Must have at least 'mu_x' and 'sigma_x' element; see complete_tau for details.
• return.z: should the shifted and scaled output also be returned? Default: FALSE.

Returns

A numeric object of same size/dimension as input x.

If return.z = TRUE, then it returns a list with 2 vectors - z: shifted and scaled input $\boldsymbol z$,

• y: transformed output data $\boldsymbol y$, which has a Lambert W $\times$ F distribution.

See Also

get_input; Gaussianize with argument inverse = TRUE.