Index

A

annotate_nodes() (in module quantecon.graph_tools) ar_periodogram() (in module quantecon.estspec)

ARMA (class in quantecon.arma) autocovariance() (quantecon.arma.ARMA method)

B

b_operator() (quantecon.robustlq.RBLQ method) backward_induction() (in module quantecon.markov.ddp) bellman_operator() (quantecon.markov.ddp.DiscreteDP method) best_response() (quantecon.game_theory.normal_form_game.Player method) best_response_2p() (in module quantecon.game_theory.normal_form_game)

BetaBinomial (class in quantecon.distributions) bisect() (in module quantecon.optimize.root_finding) blotto_game() (in module quantecon.game_theory.game_generators.bimatrix_generators) BRD (class in quantecon.game_theory.brd) brent_max() (in module quantecon.optimize.scalar_maximization) brentq() (in module quantecon.optimize.root_finding)

C

canonical() (quantecon.dle.DLE method) cartesian() (in module quantecon.gridtools) cartesian_nearest_index() (in module quantecon.gridtools) cdfs (quantecon.markov.core.MarkovChain property) cdfs1d (quantecon.markov.core.MarkovChain property) check_random_state() (in module quantecon.util.random) ckron() (in module quantecon.ce_util) comb_jit() (in module quantecon.util.numba) communication_classes (quantecon.markov.core.MarkovChain property) communication_classes_indices (quantecon.markov.core.MarkovChain property) compute_deterministic_entropy() (quantecon.robustlq.RBLQ method) compute_fixed_point() (in module quantecon.compute_fp)

compute_greedy() (quantecon.markov.ddp.DiscreteDP method) compute_residual() (quantecon.ivp.IVP method) compute_sequence() (quantecon.dle.DLE method) (quantecon.lqcontrol.LQ method) (quantecon.lqcontrol.LQMarkov method) compute_steadystate() (quantecon.dle.DLE method) controlled_mc() (quantecon.markov.ddp.DiscreteDP method) convert() (quantecon.lss.LinearStateSpace method) covariance_game() (in module quantecon.game_theory.random) cyclic_classes (quantecon.markov.core.MarkovChain property) cyclic_classes_indices (quantecon.markov.core.MarkovChain property) cyclic_components (quantecon.graph_tools.DiGraph property) cyclic_components_indices (quantecon.graph_tools.DiGraph property)

D

d_operator() (quantecon.robustlq.RBLQ method) delete_action() (quantecon.game_theory.normal_form_game.NormalFormGame method) (quantecon.game_theory.normal_form_game.Player method) DiGraph (class in quantecon.graph_tools) digraph (quantecon.markov.core.MarkovChain property) discrete_var() (in module quantecon.markov.approximation)

DiscreteDP (class in quantecon.markov.ddp) DiscreteRV (class in quantecon.discrete_rv) DLE (class in quantecon.dle) dominated_actions() (quantecon.game_theory.normal_form_game.Player method) DPSolveResult (class in quantecon.markov.ddp) draw() (in module quantecon.random.utilities) (quantecon.discrete_rv.DiscreteRV method)

E

ECDF (class in quantecon.ecdf) equilibrium_payoffs() (quantecon.game_theory.repeated_game.RepeatedGame method)

estimate_mc() (in module quantecon.markov.estimate) evaluate_F() (quantecon.robustlq.RBLQ method) evaluate_policy() (quantecon.markov.ddp.DiscreteDP method)

F

F_to_K() (quantecon.robustlq.RBLQ method) fea_tol (quantecon.optimize.linprog_simplex.PivOptions attribute) fetch_nb_dependencies() (in module quantecon.util.notebooks) FictitiousPlay (class in quantecon.game_theory.fictplay)

filtered_to_forecast() (quantecon.kalman.Kalman method) final_simplex (quantecon.optimize.nelder_mead.results attribute) fit_discrete_mc() (in module quantecon.markov.estimate) fun (quantecon.optimize.linprog_simplex.SimplexResult attribute) (quantecon.optimize.nelder_mead.results attribute)

G

geometric_sums() (quantecon.lss.LinearStateSpace method) get_index() (quantecon.markov.core.MarkovChain method) get_solution() (in module quantecon.optimize.linprog_simplex)

gini_coefficient() (in module quantecon.inequality) gridmake() (in module quantecon.ce_util) gth_solve() (in module quantecon.markov.gth_solve)

H

hamilton_filter() (in module quantecon.filter)

I

impulse_response() (quantecon.arma.ARMA method) (quantecon.lss.LinearStateSpace method) interpolate() (quantecon.ivp.IVP method) irf() (quantecon.dle.DLE method) is_aperiodic (quantecon.graph_tools.DiGraph property) (quantecon.markov.core.MarkovChain property)

is_best_response() (quantecon.game_theory.normal_form_game.Player method) is_dominated() (quantecon.game_theory.normal_form_game.Player method) is_irreducible (quantecon.markov.core.MarkovChain property) is_nash() (quantecon.game_theory.normal_form_game.NormalFormGame method) is_strongly_connected (quantecon.graph_tools.DiGraph property) IVP (class in quantecon.ivp)

K

k_array_rank() (in module quantecon.util.combinatorics) k_array_rank_jit() (in module quantecon.util.combinatorics) K_infinity (quantecon.kalman.Kalman property)

K_to_F() (quantecon.robustlq.RBLQ method) Kalman (class in quantecon.kalman) KMR (class in quantecon.game_theory.brd)

L

LAE (class in quantecon.lae) lambd (quantecon.optimize.linprog_simplex.SimplexResult attribute) lcp_lemke() (in module quantecon.optimize.lcp_lemke) LCPResult (class in quantecon.optimize.lcp_lemke) lemke_howson() (in module quantecon.game_theory.lemke_howson) LinearStateSpace (class in quantecon.lss) linprog_simplex() (in module quantecon.optimize.linprog_simplex) (quantecon.markov.ddp.DiscreteDP method)

LocalInteraction (class in quantecon.game_theory.localint) logit_choice_cdfs() (quantecon.game_theory.logitdyn.LogitDynamics method) LogitDynamics (class in quantecon.game_theory.logitdyn) loop_timer() (in module quantecon.util.timing) lorenz_curve() (in module quantecon.inequality) LQ (class in quantecon.lqcontrol) LQMarkov (class in quantecon.lqcontrol)

M

m_quadratic_sum() (in module quantecon.quadsums) MarkovChain (class in quantecon.markov.core) mc_compute_stationary() (in module quantecon.markov.core) mc_sample_path() (in module quantecon.markov.core) mclennan_tourky() (in module quantecon.game_theory.mclennan_tourky) mean (quantecon.distributions.BetaBinomial property) minmax() (in module quantecon.optimize.minmax) mlinspace() (in module quantecon.gridtools) modified_policy_iteration() (quantecon.markov.ddp.DiscreteDP method) module quantecon.arma quantecon.ce_util quantecon.compute_fp quantecon.discrete_rv quantecon.distributions quantecon.dle quantecon.ecdf quantecon.estspec quantecon.filter quantecon.game_theory.brd quantecon.game_theory.fictplay quantecon.game_theory.game_generators.bimatrix_generators quantecon.game_theory.lemke_howson quantecon.game_theory.localint quantecon.game_theory.logitdyn quantecon.game_theory.mclennan_tourky quantecon.game_theory.normal_form_game quantecon.game_theory.pure_nash quantecon.game_theory.random quantecon.game_theory.repeated_game quantecon.game_theory.support_enumeration quantecon.game_theory.utilities quantecon.game_theory.vertex_enumeration quantecon.graph_tools quantecon.gridtools quantecon.inequality quantecon.ivp quantecon.kalman quantecon.lae quantecon.lqcontrol quantecon.lqnash quantecon.lss quantecon.markov.approximation quantecon.markov.core quantecon.markov.ddp quantecon.markov.estimate quantecon.markov.gth_solve quantecon.markov.random quantecon.markov.utilities quantecon.matrix_eqn quantecon.optimize.lcp_lemke quantecon.optimize.linprog_simplex quantecon.optimize.minmax quantecon.optimize.nelder_mead quantecon.optimize.pivoting quantecon.optimize.root_finding quantecon.optimize.scalar_maximization quantecon.quad quantecon.quadsums quantecon.random.utilities quantecon.rank_nullspace quantecon.robustlq quantecon.util.array quantecon.util.combinatorics quantecon.util.common_messages quantecon.util.notebooks quantecon.util.numba quantecon.util.random quantecon.util.timing

moment_sequence() (quantecon.lss.LinearStateSpace method)

N

NashResult (class in quantecon.game_theory.utilities) nelder_mead() (in module quantecon.optimize.nelder_mead) newton() (in module quantecon.optimize.root_finding) newton_halley() (in module quantecon.optimize.root_finding) newton_secant() (in module quantecon.optimize.root_finding) next_k_array() (in module quantecon.util.combinatorics) nit (quantecon.optimize.nelder_mead.results attribute) nnash() (in module quantecon.lqnash) node_labels (quantecon.graph_tools.DiGraph property)

NormalFormGame (class in quantecon.game_theory.normal_form_game) nullspace() (in module quantecon.rank_nullspace) num_communication_classes (quantecon.markov.core.MarkovChain property) num_compositions() (in module quantecon.gridtools) num_compositions_jit() (in module quantecon.gridtools) num_iter (quantecon.optimize.lcp_lemke.LCPResult attribute) (quantecon.optimize.linprog_simplex.SimplexResult attribute) num_recurrent_classes (quantecon.markov.core.MarkovChain property) num_sink_strongly_connected_components (quantecon.graph_tools.DiGraph property) num_strongly_connected_components (quantecon.graph_tools.DiGraph property)

O

ol_draw() (in module quantecon.random.utilities)

operator_iteration() (quantecon.markov.ddp.DiscreteDP method)

P

payoff_profile_array (quantecon.game_theory.normal_form_game.NormalFormGame property) payoff_vector() (quantecon.game_theory.normal_form_game.Player method) pdf() (quantecon.distributions.BetaBinomial method) period (quantecon.graph_tools.DiGraph property) (quantecon.markov.core.MarkovChain property) periodogram() (in module quantecon.estspec) phi (quantecon.arma.ARMA property) PivOptions (class in quantecon.optimize.linprog_simplex) play() (quantecon.game_theory.brd.BRD method) (quantecon.game_theory.brd.KMR method) (quantecon.game_theory.brd.SamplingBRD method) (quantecon.game_theory.fictplay.FictitiousPlay method) (quantecon.game_theory.localint.LocalInteraction method) (quantecon.game_theory.logitdyn.LogitDynamics method)

Player (class in quantecon.game_theory.normal_form_game) policy_iteration() (quantecon.markov.ddp.DiscreteDP method) prior_to_filtered() (quantecon.kalman.Kalman method) probvec() (in module quantecon.random.utilities) pure2mixed() (in module quantecon.game_theory.normal_form_game) pure_nash_brute() (in module quantecon.game_theory.pure_nash) pure_nash_brute_gen() (in module quantecon.game_theory.pure_nash)

Q

q (quantecon.discrete_rv.DiscreteRV property) qnwbeta() (in module quantecon.quad) qnwcheb() (in module quantecon.quad) qnwequi() (in module quantecon.quad) qnwgamma() (in module quantecon.quad) qnwlege() (in module quantecon.quad) qnwlogn() (in module quantecon.quad) qnwnorm() (in module quantecon.quad) qnwsimp() (in module quantecon.quad) qnwtrap() (in module quantecon.quad) qnwunif() (in module quantecon.quad) quadrect() (in module quantecon.quad) quantecon.arma module quantecon.ce_util module quantecon.compute_fp module quantecon.discrete_rv module quantecon.distributions module quantecon.dle module quantecon.ecdf module quantecon.estspec module quantecon.filter module quantecon.game_theory.brd module quantecon.game_theory.fictplay module quantecon.game_theory.game_generators.bimatrix_generators module quantecon.game_theory.lemke_howson module quantecon.game_theory.localint module quantecon.game_theory.logitdyn module quantecon.game_theory.mclennan_tourky module quantecon.game_theory.normal_form_game module quantecon.game_theory.pure_nash module quantecon.game_theory.random module quantecon.game_theory.repeated_game module quantecon.game_theory.support_enumeration module quantecon.game_theory.utilities module quantecon.game_theory.vertex_enumeration module quantecon.graph_tools module quantecon.gridtools module quantecon.inequality module quantecon.ivp module

quantecon.kalman module quantecon.lae module quantecon.lqcontrol module quantecon.lqnash module quantecon.lss module quantecon.markov.approximation module quantecon.markov.core module quantecon.markov.ddp module quantecon.markov.estimate module quantecon.markov.gth_solve module quantecon.markov.random module quantecon.markov.utilities module quantecon.matrix_eqn module quantecon.optimize.lcp_lemke module quantecon.optimize.linprog_simplex module quantecon.optimize.minmax module quantecon.optimize.nelder_mead module quantecon.optimize.pivoting module quantecon.optimize.root_finding module quantecon.optimize.scalar_maximization module quantecon.quad module quantecon.quadsums module quantecon.random.utilities module quantecon.rank_nullspace module quantecon.robustlq module quantecon.util.array module quantecon.util.combinatorics module quantecon.util.common_messages module quantecon.util.notebooks module quantecon.util.numba module quantecon.util.random module quantecon.util.timing module

R

random_choice() (quantecon.game_theory.normal_form_game.Player method) random_discrete_dp() (in module quantecon.markov.random) random_game() (in module quantecon.game_theory.random) random_markov_chain() (in module quantecon.markov.random) random_mixed_actions() (in module quantecon.game_theory.random) random_pure_actions() (in module quantecon.game_theory.random) random_stochastic_matrix() (in module quantecon.markov.random) random_tournament_graph() (in module quantecon.graph_tools) rank_est() (in module quantecon.rank_nullspace) rank_size() (in module quantecon.inequality)

ranking_game() (in module quantecon.game_theory.game_generators.bimatrix_generators) RBLQ (class in quantecon.robustlq) recurrent_classes (quantecon.markov.core.MarkovChain property) recurrent_classes_indices (quantecon.markov.core.MarkovChain property) RepeatedGame (class in quantecon.game_theory.repeated_game) replicate() (quantecon.lss.LinearStateSpace method) results (class in quantecon.optimize.nelder_mead) robust_rule() (quantecon.robustlq.RBLQ method) robust_rule_simple() (quantecon.robustlq.RBLQ method) rouwenhorst() (in module quantecon.markov.approximation) RQ_sigma() (quantecon.markov.ddp.DiscreteDP method)

S

sa_indices() (in module quantecon.markov.utilities) sample_without_replacement() (in module quantecon.random.utilities) SamplingBRD (class in quantecon.game_theory.brd) scc_proj (quantecon.graph_tools.DiGraph property) searchsorted() (in module quantecon.util.array) set_params() (quantecon.arma.ARMA method) set_state() (quantecon.kalman.Kalman method) sgc_game() (in module quantecon.game_theory.game_generators.bimatrix_generators) shorrocks_index() (in module quantecon.inequality) Sigma_infinity (quantecon.kalman.Kalman property) simplex_grid() (in module quantecon.gridtools) simplex_index() (in module quantecon.gridtools) SimplexResult (class in quantecon.optimize.linprog_simplex) simulate() (quantecon.lss.LinearStateSpace method) (quantecon.markov.core.MarkovChain method) simulate_indices() (quantecon.markov.core.MarkovChain method) simulate_linear_model() (in module quantecon.lss) simulation() (quantecon.arma.ARMA method) sink_scc_labels (quantecon.graph_tools.DiGraph property) sink_strongly_connected_components (quantecon.graph_tools.DiGraph property) sink_strongly_connected_components_indices (quantecon.graph_tools.DiGraph property) skew (quantecon.distributions.BetaBinomial property) smooth() (in module quantecon.estspec) solve() (quantecon.ivp.IVP method) (quantecon.markov.ddp.DiscreteDP method)

solve_discrete_lyapunov() (in module quantecon.matrix_eqn) solve_discrete_riccati() (in module quantecon.matrix_eqn) solve_discrete_riccati_system() (in module quantecon.matrix_eqn) solve_tableau() (in module quantecon.optimize.linprog_simplex) spectral_density() (quantecon.arma.ARMA method) state_values (quantecon.markov.core.MarkovChain property) stationary_coefficients() (quantecon.kalman.Kalman method) stationary_distributions (quantecon.markov.core.MarkovChain property) stationary_distributions() (quantecon.lss.LinearStateSpace method) stationary_innovation_covar() (quantecon.kalman.Kalman method) stationary_values() (quantecon.kalman.Kalman method) (quantecon.lqcontrol.LQ method) (quantecon.lqcontrol.LQMarkov method) status (quantecon.optimize.lcp_lemke.LCPResult attribute) (quantecon.optimize.linprog_simplex.SimplexResult attribute) std (quantecon.distributions.BetaBinomial property) std_norm_cdf() (in module quantecon.markov.approximation) StochasticFictitiousPlay (class in quantecon.game_theory.fictplay) strongly_connected_components (quantecon.graph_tools.DiGraph property) strongly_connected_components_indices (quantecon.graph_tools.DiGraph property) subgraph() (quantecon.graph_tools.DiGraph method) success (quantecon.optimize.lcp_lemke.LCPResult attribute) (quantecon.optimize.linprog_simplex.SimplexResult attribute) (quantecon.optimize.nelder_mead.results attribute) support_enumeration() (in module quantecon.game_theory.support_enumeration) support_enumeration_gen() (in module quantecon.game_theory.support_enumeration)

T

T_sigma() (quantecon.markov.ddp.DiscreteDP method) tac() (in module quantecon.util.timing) tauchen() (in module quantecon.markov.approximation) theta (quantecon.arma.ARMA property) tic() (in module quantecon.util.timing) time_series() (quantecon.game_theory.brd.BRD method) (quantecon.game_theory.fictplay.FictitiousPlay method) (quantecon.game_theory.localint.LocalInteraction method) (quantecon.game_theory.logitdyn.LogitDynamics method)

to_product_form() (quantecon.markov.ddp.DiscreteDP method) to_sa_pair_form() (quantecon.markov.ddp.DiscreteDP method) toc() (in module quantecon.util.timing) tol_piv (quantecon.optimize.linprog_simplex.PivOptions attribute) tol_ratio_diff (quantecon.optimize.linprog_simplex.PivOptions attribute) tournament_game() (in module quantecon.game_theory.game_generators.bimatrix_generators)

U

unit_vector_game() (in module quantecon.game_theory.game_generators.bimatrix_generators)

update() (quantecon.kalman.Kalman method) update_values() (quantecon.lqcontrol.LQ method)

V

value_iteration() (quantecon.markov.ddp.DiscreteDP method) var (quantecon.distributions.BetaBinomial property)

var_quadratic_sum() (in module quantecon.quadsums) vertex_enumeration() (in module quantecon.game_theory.vertex_enumeration) vertex_enumeration_gen() (in module quantecon.game_theory.vertex_enumeration)

W

whitener_lss() (quantecon.kalman.Kalman method)

X

x (quantecon.optimize.linprog_simplex.SimplexResult attribute) (quantecon.optimize.nelder_mead.results attribute)

Z

z (quantecon.optimize.lcp_lemke.LCPResult attribute)