Description Usage Arguments Value Author(s) References See Also
Fills in missingness in \vec{y}(z;α_{s}) for z,s=0,1 based on targeted sampling algorithm described in Section 4.2 of Rigdon and Hudgens (2014)
1 | sample.n(eff, y0.a0, y1.a0, y0.a1, y1.a1, p00, p10, p01, p11, n, m.a0, m.a1)
|
eff |
treatment effect of interest; either “DEa0”, “DEa1”, “IE”, “TE”, or “OE” |
y0.a0 |
Observed \vec{y}(0;α_{0}); includes NAs where missing |
y1.a0 |
Observed \vec{y}(1;α_{0}); includes NAs where missing |
y0.a1 |
Observed \vec{y}(0;α_{1}); includes NAs where missing |
y1.a1 |
Observed \vec{y}(1;α_{1}); includes NAs where missing |
p00 |
Missingness in \vec{y}(0;α_{0}) is filled in by sampling from a Bernoulli distribution with mean p_{00} |
p10 |
Missingness in \vec{y}(1;α_{0}) is filled in by sampling from a Bernoulli distribution with mean p_{10} |
p01 |
Missingness in \vec{y}(0;α_{1}) is filled in by sampling from a Bernoulli distribution with mean p_{01} |
p11 |
Missingness in \vec{y}(1;α_{0}) is filled in by sampling from a Bernoulli distribution with mean p_{11} |
n |
group size vector where element i=1,…,k is equal to the number of subjects in group i |
m.a0 |
α_{0} randomization vector where element i=1,…,k is equal to the number of subjects in group i who would receive treatment if group i was randomized to strategy α_{0} |
m.a1 |
α_{1} randomization vector where element i=1,…,k is equal to the number of subjects in group i who would receive treatment if group i was randomized to strategy α_{1} |
y0.a0 |
value of \vec{y}(0;α_{0}) after missingness has been filled in using targeted sampling |
y1.a0 |
value of \vec{y}(1;α_{0}) after missingness has been filled in using targeted sampling |
y0.a1 |
value of \vec{y}(0;α_{1}) after missingness has been filled in using targeted sampling |
y1.a1 |
value of \vec{y}(1;α_{1}) after missingness has been filled in using targeted sampling |
effect |
value of treatment effect of interested under sharp null after missingness filled in using targeted sampling |
Joseph Rigdon jrigdon@bios.unc.edu
Rigdon, J. and Hudgens, M.G. “Exact confidence intervals in the presence of interference.” Submitted to Statistics and Probability Letters 2014.
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