Estimating Finite State Machine Models from Data


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Documentation for package ‘datafsm’ version 0.2.4

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datafsm-package datafsm: A package for estimating FSM models.
action_vec Extracts slot of action_vec
action_vec-method An S4 class to return the results of using a GA to estimate a FSM with 'evolve_model'.
add_interact_num Add interaction numbers for panel data
barplot-method An S4 class to return the results of using a GA to estimate a FSM with 'evolve_model'.
best_performance Extracts performance
best_performance-method An S4 class to return the results of using a GA to estimate a FSM with 'evolve_model'.
build_bitstring Builds Bitstring
compare_fsm Compares FSMs
datafsm datafsm: A package for estimating FSM models.
decode_action_vec Decodes Action Vector
decode_state_mat Decodes State Matrix
degeneracy_check Determines if State Matrix is Degenerate for Given Data Set.
dotchart-method An S4 class to return the results of using a GA to estimate a FSM with 'evolve_model'.
estimation_details Extracts slot relevant to estimating the fsm
estimation_details-method An S4 class to return the results of using a GA to estimate a FSM with 'evolve_model'.
evolve_model Use a Genetic Algorithm to Estimate a Finite-state Machine Model
evolve_model_cv Estimate Optimal Number of States of a Finite-state Machine Model
evolve_model_ntimes Use a Genetic Algorithm to Estimate a Finite-state Machine Model n-times
find_wildcards Find Indices for Non-identifiable Elements of State Matrix.
fitnessCPP Fitness Function in C++
ga_fsm-class An S4 class to return the results of using a GA to estimate a FSM with 'evolve_model'.
NV_games Empirical prisoner's dilemma games from Nay and Vorobeychik
performance Measure Model Performance
plot-method An S4 class to return the results of using a GA to estimate a FSM with 'evolve_model'.
predict-method An S4 class to return the results of using a GA to estimate a FSM with 'evolve_model'.
print-method An S4 class to return the results of using a GA to estimate a FSM with 'evolve_model'.
show-method An S4 class to return the results of using a GA to estimate a FSM with 'evolve_model'.
states Extracts number of states
states-method An S4 class to return the results of using a GA to estimate a FSM with 'evolve_model'.
summary-method An S4 class to return the results of using a GA to estimate a FSM with 'evolve_model'.
varImp Extracts slot of variable importances
varImp-method An S4 class to return the results of using a GA to estimate a FSM with 'evolve_model'.
var_imp Variable Importance Measure for A FSM Model