opt_bin_diff: Finds the number of bins in x and y direction which gives the maximum binned distance.
Description
This function finds the optimal number of bins in both x and y direction which should
be used to calculate the binned distance. The binned distance is calculated for each
combination of provided choices of number of bins in x and y direction and finds the
difference using calc_diff for each combination. The combination for which the
difference is maximum should be used.
Usage
opt_bin_diff(lineup.dat, var, xlow, xhigh, ylow, yhigh, pos, plot = FALSE,
m = 20)
Arguments
lineup.dat
lineup data to get the lineup
var
a list of names of the variables to be used to calculate the difference
xlow
the lowest value of number of bins on the x-direction
xhigh
the highest value of number of bins on the x-direction
ylow
the lowest value of number of bins on the y-direction
yhigh
the highest value of number of bins on the y-direction
pos
position of the true plot in the lineup
plot
LOGICAL; if true, returns a tile plot for the combinations
of number of bins with the differences as weights
m
number of plots in the lineup, by default m = 20
Value
a dataframe with the number of bins and differences
the maximum mean distance of the null plots