Two-sample placement coverage (Gibbons Ch 2.11.2)

Block frequencies of Y in the m+1 intervals defined by the ordered X-sample. Under H0 the expected block proportion is 1 / (m + 1).

Usage

morie_two_sample_coverage(x, y)

Arguments

x

Numeric vector (first sample).

y

Numeric vector (second sample).

Value

Named list: block_freq, block_prop, expected_prop, m, n, cumulative, method.

Examples

morie_two_sample_coverage(x = rnorm(50), y = rnorm(50))
#> $block_freq
#>  [1] 0 1 0 2 0 0 1 0 2 5 5 0 1 0 0 0 0 1 0 3 0 2 2 1 0 0 0 2 4 2 0 0 3 1 0 1 0 0
#> [39] 0 1 0 0 1 4 0 0 0 2 0 1 2
#> 
#> $block_prop
#>  [1] 0.00 0.02 0.00 0.04 0.00 0.00 0.02 0.00 0.04 0.10 0.10 0.00 0.02 0.00 0.00
#> [16] 0.00 0.00 0.02 0.00 0.06 0.00 0.04 0.04 0.02 0.00 0.00 0.00 0.04 0.08 0.04
#> [31] 0.00 0.00 0.06 0.02 0.00 0.02 0.00 0.00 0.00 0.02 0.00 0.00 0.02 0.08 0.00
#> [46] 0.00 0.00 0.04 0.00 0.02 0.04
#> 
#> $expected_prop
#> [1] 0.01960784
#> 
#> $m
#> [1] 50
#> 
#> $n
#> [1] 50
#> 
#> $cumulative
#> [1] 50
#> 
#> $method
#> [1] "Two-sample coverage probability"
#>