Bound Constrained Optimal Sample Size Allocation


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Documentation for package ‘cosa’ version 2.1.0

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cosa-package Bound Constrained Optimal Design of MRDDs and MRTs
bcrd3f2 Cluster-level Regression Discontinuity (Two-level Design, Discontinuity at Level 2, w/ or w/o Strata or Fixed Blocks)
bcrd3r2 Blocked (Random) Cluster-level Regression Discontinuity (Three-level Design, Discontinuity at Level 2)
bcrd4f3 Cluster-level Regression Discontinuity (Three-level Design, Discontinuity at Level 3, w/ or w/o Strata or Fixed Blocks)
bcrd4r2 Blocked (Random) Cluster-level Regression Discontinuity (Four-level Design, Discontinuity at Level 2)
bcrd4r3 Blocked (Random) Cluster-level Regression Discontinuity (Four-level Design, Discontinuity at Level 3)
bird2 Blocked (Random) Individual-level Regression Discontinuity (Two-level Design, Discontinuity at Level 1)
bird2f1 Simple Individual-level Regression Discontinuity (w/ or w/o Strata or Fixed Blocks)
bird2r1 Blocked (Random) Individual-level Regression Discontinuity (Two-level Design, Discontinuity at Level 1)
bird3 Blocked (Random) Individual-level Regression Discontinuity (Three-level Design, Discontinuity at Level 1)
bird3r1 Blocked (Random) Individual-level Regression Discontinuity (Three-level Design, Discontinuity at Level 1)
bird4 Blocked (Random) Individual-level Regression Discontinuity (Four-level Design, Discontinuity at Level 1)
bird4r1 Blocked (Random) Individual-level Regression Discontinuity (Four-level Design, Discontinuity at Level 1)
cosa-deprecated Deprecated and Defunct functions in 'cosa'
cosa.bcrd3f2 Cluster-level Regression Discontinuity (Two-level Design, Discontinuity at Level 2, w/ or w/o Strata or Fixed Blocks)
cosa.bcrd3r2 Blocked (Random) Cluster-level Regression Discontinuity (Three-level Design, Discontinuity at Level 2)
cosa.bcrd4f3 Cluster-level Regression Discontinuity (Three-level Design, Discontinuity at Level 3, w/ or w/o Strata or Fixed Blocks)
cosa.bcrd4r2 Blocked (Random) Cluster-level Regression Discontinuity (Four-level Design, Discontinuity at Level 2)
cosa.bcrd4r3 Blocked (Random) Cluster-level Regression Discontinuity (Four-level Design, Discontinuity at Level 3)
cosa.bird2 Blocked (Random) Individual-level Regression Discontinuity (Two-level Design, Discontinuity at Level 1)
cosa.bird2f1 Simple Individual-level Regression Discontinuity (w/ or w/o Strata or Fixed Blocks)
cosa.bird2r1 Blocked (Random) Individual-level Regression Discontinuity (Two-level Design, Discontinuity at Level 1)
cosa.bird3 Blocked (Random) Individual-level Regression Discontinuity (Three-level Design, Discontinuity at Level 1)
cosa.bird3r1 Blocked (Random) Individual-level Regression Discontinuity (Three-level Design, Discontinuity at Level 1)
cosa.bird4 Blocked (Random) Individual-level Regression Discontinuity (Four-level Design, Discontinuity at Level 1)
cosa.bird4r1 Blocked (Random) Individual-level Regression Discontinuity (Four-level Design, Discontinuity at Level 1)
cosa.crd2 Cluster-level Regression Discontinuity (Two-level Design, Discontinuity at Level 2, w/ or w/o Strata or Fixed Blocks)
cosa.crd2r2 Cluster-level Regression Discontinuity (Two-level Design, Discontinuity at Level 2, w/ or w/o Strata or Fixed Blocks)
cosa.crd3 Cluster-level Regression Discontinuity (Three-level Design, Discontinuity at Level 3, w/ or w/o Strata or Fixed Blocks)
cosa.crd3r3 Cluster-level Regression Discontinuity (Three-level Design, Discontinuity at Level 3, w/ or w/o Strata or Fixed Blocks)
cosa.crd4 Cluster-level Regression Discontinuity (Four-level Design, Discontinuity at Level 4)
cosa.crd4r4 Cluster-level Regression Discontinuity (Four-level Design, Discontinuity at Level 4)
crd2 Cluster-level Regression Discontinuity (Two-level Design, Discontinuity at Level 2, w/ or w/o Strata or Fixed Blocks)
crd2r2 Cluster-level Regression Discontinuity (Two-level Design, Discontinuity at Level 2, w/ or w/o Strata or Fixed Blocks)
crd3 Cluster-level Regression Discontinuity (Three-level Design, Discontinuity at Level 3, w/ or w/o Strata or Fixed Blocks)
crd3r3 Cluster-level Regression Discontinuity (Three-level Design, Discontinuity at Level 3, w/ or w/o Strata or Fixed Blocks)
crd4 Cluster-level Regression Discontinuity (Four-level Design, Discontinuity at Level 4)
crd4r4 Cluster-level Regression Discontinuity (Four-level Design, Discontinuity at Level 4)
emp.moment Moments
inspect.score Computes Regression Discontinuity Design Effects
ird Simple Individual-level Regression Discontinuity (w/ or w/o Strata or Fixed Blocks)
ird1r1 Simple Individual-level Regression Discontinuity (w/ or w/o Strata or Fixed Blocks)
mdes.bcrd3f2 Cluster-level Regression Discontinuity (Two-level Design, Discontinuity at Level 2, w/ or w/o Strata or Fixed Blocks)
mdes.bcrd3r2 Blocked (Random) Cluster-level Regression Discontinuity (Three-level Design, Discontinuity at Level 2)
mdes.bcrd4f3 Cluster-level Regression Discontinuity (Three-level Design, Discontinuity at Level 3, w/ or w/o Strata or Fixed Blocks)
mdes.bcrd4r2 Blocked (Random) Cluster-level Regression Discontinuity (Four-level Design, Discontinuity at Level 2)
mdes.bcrd4r3 Blocked (Random) Cluster-level Regression Discontinuity (Four-level Design, Discontinuity at Level 3)
mdes.bird2 Blocked (Random) Individual-level Regression Discontinuity (Two-level Design, Discontinuity at Level 1)
mdes.bird2f1 Simple Individual-level Regression Discontinuity (w/ or w/o Strata or Fixed Blocks)
mdes.bird2r1 Blocked (Random) Individual-level Regression Discontinuity (Two-level Design, Discontinuity at Level 1)
mdes.bird3 Blocked (Random) Individual-level Regression Discontinuity (Three-level Design, Discontinuity at Level 1)
mdes.bird3r1 Blocked (Random) Individual-level Regression Discontinuity (Three-level Design, Discontinuity at Level 1)
mdes.bird4 Blocked (Random) Individual-level Regression Discontinuity (Four-level Design, Discontinuity at Level 1)
mdes.bird4r1 Blocked (Random) Individual-level Regression Discontinuity (Four-level Design, Discontinuity at Level 1)
mdes.crd2 Cluster-level Regression Discontinuity (Two-level Design, Discontinuity at Level 2, w/ or w/o Strata or Fixed Blocks)
mdes.crd2r2 Cluster-level Regression Discontinuity (Two-level Design, Discontinuity at Level 2, w/ or w/o Strata or Fixed Blocks)
mdes.crd3 Cluster-level Regression Discontinuity (Three-level Design, Discontinuity at Level 3, w/ or w/o Strata or Fixed Blocks)
mdes.crd3r3 Cluster-level Regression Discontinuity (Three-level Design, Discontinuity at Level 3, w/ or w/o Strata or Fixed Blocks)
mdes.crd4 Cluster-level Regression Discontinuity (Four-level Design, Discontinuity at Level 4)
mdes.crd4r4 Cluster-level Regression Discontinuity (Four-level Design, Discontinuity at Level 4)
mdes.ird Simple Individual-level Regression Discontinuity (w/ or w/o Strata or Fixed Blocks)
mdes.ird1r1 Simple Individual-level Regression Discontinuity (w/ or w/o Strata or Fixed Blocks)
plot.cosa Power and MDES Curves
plot.mdes Power and MDES Curves
plot.power Power and MDES Curves
power.bcrd3f2 Cluster-level Regression Discontinuity (Two-level Design, Discontinuity at Level 2, w/ or w/o Strata or Fixed Blocks)
power.bcrd3r2 Blocked (Random) Cluster-level Regression Discontinuity (Three-level Design, Discontinuity at Level 2)
power.bcrd4f3 Cluster-level Regression Discontinuity (Three-level Design, Discontinuity at Level 3, w/ or w/o Strata or Fixed Blocks)
power.bcrd4r2 Blocked (Random) Cluster-level Regression Discontinuity (Four-level Design, Discontinuity at Level 2)
power.bcrd4r3 Blocked (Random) Cluster-level Regression Discontinuity (Four-level Design, Discontinuity at Level 3)
power.bird2 Blocked (Random) Individual-level Regression Discontinuity (Two-level Design, Discontinuity at Level 1)
power.bird2f1 Simple Individual-level Regression Discontinuity (w/ or w/o Strata or Fixed Blocks)
power.bird2r1 Blocked (Random) Individual-level Regression Discontinuity (Two-level Design, Discontinuity at Level 1)
power.bird3 Blocked (Random) Individual-level Regression Discontinuity (Three-level Design, Discontinuity at Level 1)
power.bird3r1 Blocked (Random) Individual-level Regression Discontinuity (Three-level Design, Discontinuity at Level 1)
power.bird4 Blocked (Random) Individual-level Regression Discontinuity (Four-level Design, Discontinuity at Level 1)
power.bird4r1 Blocked (Random) Individual-level Regression Discontinuity (Four-level Design, Discontinuity at Level 1)
power.crd2 Cluster-level Regression Discontinuity (Two-level Design, Discontinuity at Level 2, w/ or w/o Strata or Fixed Blocks)
power.crd2r2 Cluster-level Regression Discontinuity (Two-level Design, Discontinuity at Level 2, w/ or w/o Strata or Fixed Blocks)
power.crd3 Cluster-level Regression Discontinuity (Three-level Design, Discontinuity at Level 3, w/ or w/o Strata or Fixed Blocks)
power.crd3r3 Cluster-level Regression Discontinuity (Three-level Design, Discontinuity at Level 3, w/ or w/o Strata or Fixed Blocks)
power.crd4 Cluster-level Regression Discontinuity (Four-level Design, Discontinuity at Level 4)
power.crd4r4 Cluster-level Regression Discontinuity (Four-level Design, Discontinuity at Level 4)
power.ird Simple Individual-level Regression Discontinuity (w/ or w/o Strata or Fixed Blocks)
power.ird1r1 Simple Individual-level Regression Discontinuity (w/ or w/o Strata or Fixed Blocks)
tnorm.moment Moments
unif.moment Moments
vectorize.cosa Vectorizes BCOSSA Solutions