Federated Item Response Theory Models

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Documentation for package ‘FedIRT’ version 0.1.0

• DESCRIPTION file.

Help Pages

example_data_2PL	Binary Response Dataset for Federated 2PL Model
example_data_2PL_1	Binary Response Dataset for Federated 2PL Model
example_data_2PL_2	Binary Response Dataset for Federated 2PL Model
example_data_graded	Graded Response Dataset for Federated Graded Model
example_data_graded_and_binary	Graded Response Dataset for Federated Graded Model
fedirt_2PL	Federated 2PL estimate function
fedirt_2PL_data	Federated 2PL model
fedirt_2PL_median_data	Federated 2PL model
fedirt_gpcm	Federated Graded Response Model Estimation Function
fedirt_gpcm_data	Federated gpcm model
g_logL	Gradient of Log-Likelihood for the federated 2PL Model
g_logL_entry	Aggregated Gradient of Log-Likelihood for Federated Learning
g_logL_gpcm	Gradient of Log-Likelihood for the federated graded Model
logL	Log-Likelihood of the federated 2PL Model
logL_entry	Aggregate Log-Likelihood Function for Federated Learning
logL_gpcm	Log-Likelihood of the federated graded Model
memoize	Memoization Function for Speed Optimization
runclient	Client for Federated IRT Model Estimation
runserver	Server for Federated IRT Model Estimation