rescale_net: Rescale net migration total to a global zero sum

In migest: Methods for the Indirect Estimation of Bilateral Migration

Rescale net migration total to a global zero sum

Description

Modify a set of net migration (or any numbers) so that they sum to zero.

Usage

rescale_net(
  x,
  method = "no-switches",
  w = rep(1, length(x)),
  integer_result = TRUE
)

Arguments

x	Vector of net migration values
method	Method used to adjust net migration values of x to obtain a global zero sum. By default method="no-switches". Can also take values method="switches". See details for explanation on each method.
w	Weights used in rescaling method
integer_result	Logical operator to indicate if output should be integers, default is TRUE.

Value

Rescales net migration for a number of regions in vector x to sum to zero. When method="no-switches" rescaling of values are done for the positive and negative values separately, to ensure the final global sum is zero. When method="switches" the mean of the unscaled net migration is subtracted from each value.

Author(s)

Guy J. Abel

References

Abel, G. J. (2018). Non-zero trajectories for long-run net migration assumptions in global population projection models. Demographic Research 38, (54) 1635–1662

Examples

# net migration in regions countries (does not add up to zero)
x <- c(-200, -30, -5, 0, 10, 20, 60, 80)
x
sum(x)
# rescale 
y1 <- rescale_net(x)
y1
sum(y1)
# rescale without integer restriction
y2 <- rescale_net(x, integer_result = FALSE)
y2
sum(y2)
# rescale allowing switching of signs (small negative value becomes positive)
y3 <- rescale_net(x, method = "switches")
y3
sum(y3)

migest documentation built on Nov. 18, 2023, 9:06 a.m.