S3 method for class powRICLPM. summary.powRICLPM summarizes and outputs the setup and results of the powRICLPM analysis. Depending on the arguments that are set, summary.powRICLPM provides a different summary (see "Details").
Usage
# S3 method for powRICLPM
summary(
object,
...,
parameter = NULL,
sample_size = NULL,
time_points = NULL,
ICC = NULL
)Arguments
- object
A
powRICLPMobject.- ...
(don't use) Additional arguments not affecting the summary produced.
- parameter
Character string of length denoting the parameter to visualize the results for.
- sample_size
(optional) An
integer, denoting the sample size of the experimental condition of interest.- time_points
(optional) An
integer, denoting the number of time points of the experimental condition of interest.- ICC
(optional) A
double, denoting the proportion of variance at the between-unit level of the experimental condition of interest.
Details
summary.powRICLPM provides a different summary of the powRICLPM object, depending on the additional arguments that are set:
When
sample_size = ...,time_points = ..., andICC = ...are set: Estimation information and results for all parameters of the experimental condition denoted bysample_size,time_points, andICC.When
parameter = "..."is set: Estimation information and results for a specific parameter across all experimental conditions.No additional arguments: Characteristics of the different experimental conditions are summarized, as well as session info (information that applies to each conditions, such the number of replications, etc.).
Examples
# \dontshow{
load(system.file("extdata", "out_preliminary.RData", package = "powRICLPM"))
# }
# Get setup of powRICLPM analysis and convergence issues
summary(out_preliminary)
#> powRICLPM (0.1.0.9001) simulated power for 16 experimental conditions:
#>
#> Sample size Time points ICC Errors Non-convergence Inadmissible results
#> ------------- ------------ ---- ------- ----------------- ---------------------
#> 500 3 0.4 0 0 1
#> 600 3 0.4 0 0 0
#> 700 3 0.4 0 0 0
#> 800 3 0.4 0 0 1
#> 500 4 0.4 0 0 0
#> 600 4 0.4 0 0 0
#> 700 4 0.4 0 0 0
#> 800 4 0.4 0 0 0
#> 500 3 0.6 0 0 0
#> 600 3 0.6 0 0 0
#> 700 3 0.6 0 0 0
#> 800 3 0.6 0 0 0
#> 500 4 0.6 0 0 0
#> 600 4 0.6 0 0 0
#> 700 4 0.6 0 0 0
#> 800 4 0.6 0 0 0
# Performance measures for "wB2~wA1" parameter across experimental conditions
summary(out_preliminary, parameter = "wB2~wA1")
#> Results for wB2~wA1 across conditions:
#>
#> N T ICC Err NC IR PV Avg Min SD SE Avg MSE Accuracy Coverage Power
#> ---- --- ---- ---- --- --- ---- ------ ------- ------ ------- ------ --------- --------- ------
#> 500 3 0.4 0 0 1 0.2 0.208 0.026 0.076 0.079 0.006 0.307 0.96 0.74
#> 600 3 0.4 0 0 0 0.2 0.205 0.004 0.071 0.073 0.005 0.286 0.96 0.82
#> 700 3 0.4 0 0 0 0.2 0.193 -0.005 0.063 0.069 0.004 0.271 0.96 0.85
#> 800 3 0.4 0 0 1 0.2 0.201 0.060 0.063 0.063 0.004 0.246 0.94 0.82
#> 500 4 0.4 0 0 0 0.2 0.191 0.078 0.055 0.062 0.003 0.242 0.98 0.87
#> 600 4 0.4 0 0 0 0.2 0.202 0.079 0.050 0.057 0.002 0.222 1.00 0.95
#> 700 4 0.4 0 0 0 0.2 0.206 0.072 0.061 0.053 0.004 0.206 0.91 0.96
#> 800 4 0.4 0 0 0 0.2 0.205 0.042 0.055 0.049 0.003 0.193 0.90 0.99
#> 500 3 0.6 0 0 0 0.2 0.195 -0.016 0.087 0.097 0.008 0.380 0.96 0.53
#> 600 3 0.6 0 0 0 0.2 0.188 -0.009 0.095 0.090 0.009 0.352 0.92 0.52
#> 700 3 0.6 0 0 0 0.2 0.201 0.007 0.088 0.083 0.008 0.325 0.94 0.68
#> 800 3 0.6 0 0 0 0.2 0.192 0.029 0.074 0.077 0.005 0.300 0.99 0.64
#> 500 4 0.6 0 0 0 0.2 0.203 0.036 0.068 0.071 0.005 0.278 0.95 0.77
#> 600 4 0.6 0 0 0 0.2 0.190 0.015 0.072 0.066 0.005 0.260 0.90 0.81
#> 700 4 0.6 0 0 0 0.2 0.201 0.019 0.065 0.060 0.004 0.236 0.96 0.92
#> 800 4 0.6 0 0 0 0.2 0.199 0.068 0.048 0.056 0.002 0.220 0.97 0.96
# Performance measures for all parameters, for specific experimental condition
summary(out_preliminary, sample_size = 600, time_points = 4, ICC = .4)
#>
#> Results:
#>
#> Parameter Population value Avg Min SD SE Avg MSE Accuracy Coverage Power
#> ----------- ----------------- ------ ------- ------ ------- ------ --------- --------- ------
#> RI_A~~RI_A 0.667 0.667 0.454 0.096 0.091 0.009 0.357 0.95 1.00
#> RI_B~~RI_B 0.667 0.660 0.427 0.090 0.083 0.008 0.324 0.93 1.00
#> RI_A~~RI_B 0.200 0.189 0.066 0.067 0.068 0.005 0.266 0.98 0.76
#> wA2~wA1 0.400 0.403 0.230 0.063 0.062 0.004 0.243 0.92 1.00
#> wA2~wB1 0.100 0.098 -0.024 0.056 0.055 0.003 0.215 0.94 0.47
#> wB2~wA1 0.200 0.202 0.079 0.050 0.057 0.002 0.222 1.00 0.95
#> wB2~wB1 0.300 0.292 0.132 0.061 0.060 0.004 0.237 0.95 1.00
#> wA3~wA2 0.400 0.395 0.219 0.063 0.062 0.004 0.244 0.95 1.00
#> wA3~wB2 0.100 0.104 -0.042 0.061 0.056 0.004 0.219 0.93 0.40
#> wB3~wA2 0.200 0.205 0.106 0.048 0.058 0.002 0.227 0.99 0.96
#> wB3~wB2 0.300 0.301 0.114 0.058 0.062 0.003 0.245 0.96 0.98
#> wA4~wA3 0.400 0.393 0.260 0.065 0.057 0.004 0.225 0.94 1.00
#> wA4~wB3 0.100 0.108 -0.015 0.056 0.052 0.003 0.205 0.92 0.56
#> wB4~wA3 0.200 0.199 0.037 0.054 0.055 0.003 0.217 0.97 0.95
#> wB4~wB3 0.300 0.296 0.139 0.059 0.057 0.003 0.224 0.94 1.00
#> wA1~~wA1 1.000 0.997 0.785 0.098 0.097 0.010 0.381 0.97 1.00
#> wB1~~wB1 1.000 0.994 0.763 0.084 0.091 0.007 0.356 0.96 1.00
#> wA1~~wB1 0.300 0.296 0.129 0.072 0.072 0.005 0.283 0.96 1.00
#> wA2~~wA2 0.806 0.800 0.650 0.058 0.061 0.003 0.238 0.94 1.00
#> wA3~~wA3 0.806 0.796 0.645 0.063 0.059 0.004 0.232 0.92 1.00
#> wA4~~wA4 0.806 0.803 0.659 0.057 0.056 0.003 0.219 0.93 1.00
#> wB2~~wB2 0.834 0.816 0.666 0.064 0.064 0.004 0.250 0.89 1.00
#> wB3~~wB3 0.834 0.829 0.682 0.067 0.063 0.004 0.246 0.94 1.00
#> wB4~~wB4 0.834 0.829 0.689 0.060 0.059 0.004 0.230 0.95 1.00
#> wA2~~wB2 0.148 0.146 0.033 0.044 0.044 0.002 0.174 0.93 0.94
#> wA3~~wB3 0.148 0.148 0.025 0.039 0.043 0.002 0.170 0.96 0.91
#> wA4~~wB4 0.148 0.147 0.061 0.041 0.041 0.002 0.160 0.95 0.96
#>
#> Estimation problems:
#>
#> ---------------------- ---
#> Errors: 0
#> Nonconvergence: 0
#> Inadmissible results: 0
#> ---------------------- ---
#>
#> Condition info:
#>
#> ------------------------ ------
#> Skewness: 0
#> Kurtosis: 0
#> Constraints: none
#> Bounds: FALSE
#> Estimate ME: FALSE
#> Significance criterion: 0.05
#> ------------------------ ------