Sum of the I x J 2 x 2 Pearson statistics with Bonferroni and second-order
Rao-Scott tests.
Usage
Spmi(W, Y, add_constant = 0.5)
Arguments
- W
n x I 0/1 matrix.
- Y
n x J 0/1 matrix.
- add_constant
Replacement for zero cells.
Value
list(statistic, statistic_ij, p_ij, p_bonferroni, rs2_statistic, rs2_df, rs2_p).
References
Bilder, C. R. & Loughin, T. M. (2025). Analysis of Categorical
Data with R, 2nd ed. Sec 6.2, eq (6.13).
Examples
Spmi(cbind(c(1, 0, 1, 0, 1, 0), c(0, 1, 1, 0, 0, 1)), cbind(c(1, 0, 1, 0, 1, 0)))$statistic
#> [1] 4.238095
