Power Analysis and Data Simulation for Multilevel Models


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Documentation for package ‘mlmpower’ version 1.0.2

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analyze Analyzes a single 'mp_data' using 'lme4::lmer'
as.list.mp_parameters Convert 'mp_parameters' to a 'list'
between_binary_predictor Functions for Creating Variables
between_predictor Functions for Creating Variables
correlations Specify the Correlation Structure for the Model
cross_sectional Specify the Effect Size for the Model
effect_size Specify the Effect Size for the Model
fixed Functions for Generating Correlations
generate Generates Data Sets Based on a 'mp_model'
is_valid Check if a Model is Properly Specified
levels.mp_variable Obtain Level of Observation for a Variable
longitudinal Specify the Effect Size for the Model
mlmpower 'mlmpower' Modeling Framework
model 'mlmpower' Modeling Framework
Modeling 'mlmpower' Modeling Framework
modeling 'mlmpower' Modeling Framework
mp_action 'mlmpower' Modeling Framework
mp_base 'mlmpower' Modeling Framework
mp_corr Specify the Correlation Structure for the Model
mp_correlations Specify the Correlation Structure for the Model
mp_corr_func Functions for Generating Correlations
mp_data Generates Data Sets Based on a 'mp_model'
mp_effect Specify the Effect Size for the Model
mp_effsize Specify the Effect Size for the Model
mp_model 'mlmpower' Modeling Framework
mp_parameters 'mlmpower' Modeling Framework
mp_power Conduct a Power Analysis Based on 'mp_model'
mp_variable Functions for Creating Variables
outcome Functions for Creating Variables
Parameters 'mlmpower' Modeling Framework
parameters 'mlmpower' Modeling Framework
power_analysis Conduct a Power Analysis Based on 'mp_model'
print.mp_correlations Prints a 'mp_correlations'
print.mp_effsize Prints a 'mp_effsize'
print.mp_model Prints a 'mp_model'
print.mp_parameters Prints a 'mp_parameters'
print.mp_power Prints a 'mp_power'
print.mp_variable Prints a 'mp_variable'
product Create a Product Term in a Model
random Functions for Generating Correlations
random_slope Create a Random Slope in a Model
subset.mp_model Subset a 'mp_model' by Global ICC
summary.mp_model Obtain the Parameter Summaries for A 'mp_model'
summary.mp_power Summarizes a 'mp_power'
variable Functions for Creating Variables
Variables Functions for Creating Variables
variables Functions for Creating Variables
within_predictor Functions for Creating Variables
within_time_predictor Functions for Creating Variables
`+.mp_base` 'mlmpower' Modeling Framework