Description Usage Arguments Value Author(s) References Examples
View source: R/ci_mixed_interaction.R
This function computes a confidence interval for the interaction of two pairs of dependent proportions. This corresponds to a repeated measures design where subjects in two independent groups give dichotomous responses on two different occasions (thus, this analysis corresponds closely to a 2x2 mixed ANOVA with one between-subjects independent variable and one within-subjects independent variable). The confidence interval tests if the difference in proportions in one group is larger than the difference of proportions in the other group.
1 | ci.mixed.interaction(ci, e1, f1, g1, h1, e2, f2, g2, h2)
|
ci |
The confidence level - pass as a natural number (e.g. 95 for the 95% confidence interval). |
e1 |
Group 1: Number of cases for which both events are 1. |
f1 |
Group 1: Number of cases for which the first event is 1, and the second event is 0. |
g1 |
Group 1: Number of cases for which the first event is 0, and the second event is 1. |
h1 |
Group 1: Number of cases for which both events are 0. |
e2 |
Group 2: Number of cases for which both events are 1. |
f2 |
Group 2: Number of cases for which the first event is 1, and the second event is 0. |
g2 |
Group 2: Number of cases for which the first event is 0, and the second event is 1. |
h2 |
Group 2: Number of cases for which both events are 0. |
A list
containing the confidence interval boudaries.
d |
The difference between differences of the two paired proportions |
l |
The lower bound of the confidence interval |
u |
The upper bound of the confidence interval |
Martin Papenberg martin.papenberg@hhu.de
Newcombe, R. G. (2001). Estimating the difference between differences: measurement of additive scale interaction for proportions. Statistics in medicine, 20(19), 2885-2893.
1 2 3 4 5 6 | # Example from From Newcombe (Section 4.2; 2001):
ci.mixed.interaction(95, 294, 36, 59, 57, 209, 19, 32, 50)
# Example from From Newcombe (Section 4.3; 2001):
ci.mixed.interaction(95, 2, 12, 3, 17, 4, 1, 2, 25)
# Example from From Newcombe (Section 4.4; 2001):
ci.mixed.interaction(95, 11, 6, 1, 3, 9, 4, 5, 1)
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