ForLion (version 0.1.0)

EW_dprime_func_self: Function to calculate dEu/dx in the gradient of d(x, Xi), will be used in EW_ForLion_MLM_func() function

Description

Function to calculate dEu/dx in the gradient of d(x, Xi), will be used in EW_ForLion_MLM_func() function

Usage

EW_dprime_func_self(
  xi,
  bvec_matrix,
  h.func,
  h.prime,
  inv.F.mat,
  EUx,
  link = "continuation",
  k.continuous
)

Value

dEU/dx in the gradient of sensitivity function d(x, Xi)

Arguments

xi

a vector of design point

bvec_matrix

the matrix of the bootstrap parameter values of beta

h.func

function, is used to transfer xi to model matrix (e.g. add interaction term, add intercept)

h.prime

function, is used to find dX/dx

inv.F.mat

inverse of F_Xi matrix, inverse of the Expectation of fisher information of current design w/o new point

EUx

EU_x matrix in the algorithm, get from EW_Fi_MLM_func() function

link

link multinomial link function, default is"continuation", other choices "baseline", "cumulative", and "adjacent"

k.continuous

number of continuous factors