data.results: Dataset 'data.results' in 'tclboot' Package

In akurz1/tclboot: Conditional Inference in Small Sample Scenarios

Dataset data.results in tclboot Package

Description

Results of MCMC study of 60 cases of simulated Rasch data of size n x k included in the tclboot package.

Usage

data.results

Format

lpwr_d0

Type I error rates for different tests for each case.

larg_min

Optimal input arguments of items from minimization of power function for different tests for each case.

pvalue

p values for different tests for each case.

plot

Power rates for different items and tests as a function of d for each case. Nominal level α set to 0.05

pwr_xtable

Tables representing power rates for different items and tests as a function of d for each case. Nominal level α set to 0.05

descr_table

Descriptive statistics for different tests under the null hypothesis based on 10.000 bootstrap replications for each case. Nominal level α set to 0.05

data.results has the following format:

List of 6:

1. I : List of 10

   • $ A-I-10x6 :List of 6
     

     $ lpwr_d0 : Named num [1:7] 0.0498 0.0448 0.0458 0.0476 0.0456 0.0398 0.0448
$ larg_min : num [1:7, 1:6] -5.45 -7.84 -7.78 -20.69 -7.78 ...
$ pvalue : Named num [1:7] 0.392 0.353 0.383 0.41 0.353 ...
$ plot :List of 6
$ pwr_xtable :List of 6
$ descr_table:List of 5
     

   • $ B-I-10x8 :List of 6
...
     

   • $ C-I-10x10:List of 6
...
     

   • $ D-I-10x12:List of 6
...
     

   • $ E-I-10x14:List of 6
...
     

   • $ F-I-10x16:List of 6
...
     

   • $ G-I-10x18:List of 6
...
     

   • $ H-I-10x20:List of 6
...
     

   • $ I-I-10x25:List of 6
...
     

   • $ J-I-10x30:List of 6
...
     

2. II : List of 10

3. III : List of 10

4. VI : List of 10

5. V : List of 10

6. VI : List of 10

Note: Roman numbers I to VI refer to cases with sample sizes n = 10, 15, 20, 25, 30, 50. Letters A to J refer to cases with number of items k = 6, 8, 10, 12, 14, 16, 18, 20, 25, 30. Total 60 cases.

akurz1/tclboot documentation built on Oct. 23, 2022, 9:07 p.m.