Power Analysis Tools for Multilevel Randomized Experiments


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Documentation for package ‘PowerUpR’ version 0.1.3

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mdes.bcra3f2 Model 4.1: MDES Calculator for 3-Level Fixed Effects Blocked Cluster Random Assignment Design, Treatment at Level 2
mdes.bcra3r2 Model 4.2: MDES Calculator for 3-Level Random Effects Blocked Cluster Random Assignment Designs, Treatment at Level 2
mdes.bcra4f3 Model 4.4: MDES Calculator for 4-Level Fixed Effects Blocked Cluster Random Assignment Designs, Treatment at Level 3
mdes.bcra4r2 Model 4.3: MDES Calculator for 4-Level Random Effects Block Random Assignment Designs, Treatment at Level 2
mdes.bcra4r3 Model 4.5: MDES Calculator for 4-Level Random Effects Blocked Cluster Random Assignment Designs, Treatment at Level 3
mdes.bira2c1 Model 2.1: MDES Calculator for 2-Level Constant Effects Blocked Individual Random Assignment Designs, Treatment at Level 1
mdes.bira2f1 Model 2.2: MDES Calculator for 2-Level Fixed Effects Blocked Individual Random Assignment Designs, Treatment at Level 1
mdes.bira2r1 Model 2.3: MDES Calculator for 2-Level Random Effects Blocked Individual Random Assignment Designs, Individuals Randomized within Blocks
mdes.bira3r1 Model 2.4: MDES Calculator for 3-Level Random Effects Blocked Individual Random Assignment Design, Individuals Randomized within Blocks
mdes.bira4r1 Model 2.5: MDES Calculator for 4-Level Random Effects Blocked Individual Random Assignment Design, Individuals Randomized within Blocks
mdes.cra2r2 Model 3.1: MDES Calculator for 2-Level Cluster Random Assignment Design, Treatment at Level 2
mdes.cra3r3 Model 3.2: MDES Calculator for 3-Level Cluster Random Assignment Designs, Treatment at Level 3
mdes.cra4r4 Model 3.3: MDES Calculator for 4-Level Cluster Random Assignment Designs, Treatment at Level 4
mdes.ira1r1 Model 1.0: MDES Calculator for Individual Random Assignment Designs, Completely Randomized Controlled Trials
mdes.to.pctl MDES to Percentiles
mrss.bcra3f2 Model 4.1: MRSS Calculator for 3-Level Fixed Effects Blocked Cluster Random Assignment Designs, Treatment at Level 2
mrss.bcra3r2 Model 4.2: MRSS Calculator for 3-Level Random Effects Blocked Cluster Random Assignment Designs, Treatment at Level 2
mrss.bcra4f3 Model 4.4: MRSS Calculator for 4-Level Fixed Effects Blocked Cluster Random Assignment Designs, Treatment at Level 3
mrss.bcra4r2 Model 4.3: MRSS Calculator for 4-Level Random Effects Block Random Assignment Designs, Treatment at Level 2
mrss.bcra4r3 Model 4.5: MRSS Calculator for 4-Level Random Effects Blocked Cluster Random Assignment Designs, Treatment at Level 3
mrss.bira2c1 Model 2.1: MRSS Calculator for 2-Level Constant Effects Blocked Individual Random Assignment Designs, Treatment at Level 1
mrss.bira2f1 Model 2.2: MRSS Calculator for 2-Level Fixed Effects Blocked Individual Random Assignment Designs, Treatment at Level 1
mrss.bira2r1 Model 2.3: MRSS Calculator for 2-Level Random Effects Blocked Individual Random Assignment Designs, Individuals Randomized within Blocks
mrss.bira3r1 Model 2.4: MRSS Calculator for 3-Level Random Effects Blocked Individual Random Assignment Design, Individuals Randomized within Blocks
mrss.bira4r1 Model 2.5: MRSS Calculator for 4-Level Random Effects Blocked Individual Random Assignment Design, Individuals Randomized within Blocks
mrss.cra2r2 Model 3.1: MRSS Calculator for 2-Level Cluster Random Assignment Design, Treatment at Level 2
mrss.cra3r3 Model 3.2: MRSS Calculator for 3-Level Cluster Random Assignment Designs, Treatment at Level 3
mrss.cra4r4 Model 3.3: MRSS Calculator for 4-Level Cluster Random Assignment Designs, Treatment at Level 4
mrss.ira1r1 Model 1.0: MRSS Calculator for Individual Random Assignment Designs, Completely Randomized Controlled Trials
mrss.to.mdes MRSS to MDES
mrss.to.power MRSS to Power
optimal.bcra3f2 Model 4.1: COSA Solver for 3-Level Fixed Effects Blocked Cluster Random Assignment Designs, Treatment at Level 2
optimal.bcra3r2 Model 4.2: COSA Solver for 3-Level Random Effects Blocked Cluster Random Assignment Designs, Treatment at Level 2
optimal.bcra4f3 Model 4.4: COSA Solver for 4-Level Fixed Effects Blocked Cluster Random Assignment Designs, Treatment at Level 3
optimal.bcra4r2 Model 4.3: COSA Solver for 4-Level Random Effects Block Random Assignment Designs, Treatment at Level 2
optimal.bcra4r3 Model 4.5: COSA Solver for 4-Level Random Effects Blocked Cluster Random Assignment Designs, Treatment at Level 3
optimal.bira2c1 Model 2.1: COSA Solver for 2-Level Constant Effects Blocked Individual Random Assignment Designs, Treatment at Level 1
optimal.bira2f1 Model 2.2: COSA Solver for 2-Level Fixed Effects Blocked Individual Random Assignment Designs, Treatment at Level 1
optimal.bira2r1 Model 2.3: COSA Solver for 2-Level Random Effects Blocked Individual Random Assignment Designs, Individuals Randomized within Blocks
optimal.bira3r1 Model 2.4: COSA Solver for 3-Level Random Effects Blocked Individual Random Assignment Design, Individuals Randomized within Blocks
optimal.bira4r1 Model 2.5: COSA Solver for 4-Level Random Effects Blocked Individual Random Assignment Design, Individuals Randomized within Blocks
optimal.cra2r2 Model 3.1: COSA Solver for 2-Level Cluster Random Assignment Design, Treatment at Level 2
optimal.cra3r3 Model 3.2: COSA Solver for 3-Level Cluster Random Assignment Designs, Treatment at Level 3
optimal.cra4r4 Model 3.3: COSA Solver for 4-Level Cluster Random Assignment Designs, Treatment at Level 4
optimal.ira1r1 Model 1.0: COSA Solver for Individual Random Assignment Designs, Completely Randomized Controlled Trials
optimal.to.mdes Optimal to MDES
optimal.to.power Optimal to Power
plot.pars Plots Duo or Trio Relationships between Statistical Power, MDES, MRSS, and COSA
power.bcra3f2 Model 4.1: Statistical Power Calculator for 3-Level Fixed Effects Blocked Cluster Random Assignment Design, Treatment at Level 2
power.bcra3r2 Model 4.2: Statistical Power Calculator for 3-Level Random Effects Blocked Cluster Random Assignment Designs, Treatment at Level 2
power.bcra4f3 Model 4.4: Statistical Power Calculator for 4-Level Fixed Effects Blocked Cluster Random Assignment Designs, Treatment at Level 3
power.bcra4r2 Model 4.3: Statistical Power Calculator for 4-Level Random Effects Block Random Assignment Designs, Treatment at Level 2
power.bcra4r3 Model 4.5: Statistical Power Calculator for 4-Level Random Effects Blocked Cluster Random Assignment Designs, Treatment at Level 3
power.bira2c1 Model 2.1: Statistical Power Calculator for 2-Level Constant Effects Blocked Individual Random Assignment Designs, Treatment at Level 1
power.bira2f1 Model 2.2: Statistical Power Calculator for 2-Level Fixed Effects Blocked Individual Random Assignment Designs, Treatment at Level 1
power.bira2r1 Model 2.3: Statistical Power Calculator for 2-Level Random Effects Blocked Individual Random Assignment Designs, Individuals Randomized within Blocks
power.bira3r1 Model 2.4: Statistical Power Calculator for 3-Level Random Effects Blocked Individual Random Assignment Design, Individuals Randomized within Blocks
power.bira4r1 Model 2.5: Statistical Power Calculator for 4-Level Random Effects Blocked Individual Random Assignment Design, Individuals Randomized within Blocks
power.cra2r2 Model 3.1: Statistical Power Calculator for 2-Level Cluster Random Assignment Design, Treatment at Level 2
power.cra3r3 Model 3.2: Statistical Power Calculator for 3-Level Cluster Random Assignment Designs, Treatment at Level 3
power.cra4r4 Model 3.3: Statistical Power Calculator for 4-Level Cluster Random Assignment Designs, Treatment at Level 4
power.ira1r1 Model 1.0: Statistical Power Calculator for Individual Random Assignment Designs, Completely Randomized Controlled Trials
power.to.mdes power to MDES
PowerUpR Introduction to 'PowerUpR'
t1t2.error Plots Type I and Type II Error Rates