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) 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) cdfs (quantecon.markov.core.MarkovChain attribute) cdfs1d (quantecon.markov.core.MarkovChain attribute) 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 attribute) communication_classes_indices (quantecon.markov.core.MarkovChain attribute) 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 attribute) cyclic_classes_indices (quantecon.markov.core.MarkovChain attribute) cyclic_components (quantecon.graph_tools.DiGraph attribute) cyclic_components_indices (quantecon.graph_tools.DiGraph attribute)

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 attribute) 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) draw() (quantecon.discrete_rv.DiscreteRV method)

E

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

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)

filtered_to_forecast() (quantecon.kalman.Kalman method) final_simplex (quantecon.optimize.nelder_mead.results attribute) 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 attribute) (quantecon.markov.core.MarkovChain attribute)

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 attribute) is_nash() (quantecon.game_theory.normal_form_game.NormalFormGame method) is_strongly_connected (quantecon.graph_tools.DiGraph attribute) 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 attribute) K_to_F() (quantecon.robustlq.RBLQ method) Kalman (class in quantecon.kalman)

L

LAE (class in quantecon.lae) lambd (quantecon.optimize.linprog_simplex.SimplexResult attribute) lemke_howson() (in module quantecon.game_theory.lemke_howson) LinearStateSpace (class in quantecon.lss) linprog_simplex (in module quantecon.optimize.linprog_simplex)

linprog_simplex() (quantecon.markov.ddp.DiscreteDP method) 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 attribute) minmax (in module quantecon.optimize.minmax) mlinspace() (in module quantecon.gridtools) modified_policy_iteration() (quantecon.markov.ddp.DiscreteDP method) 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 attribute)

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

O

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

P

payoff_profile_array (quantecon.game_theory.normal_form_game.NormalFormGame attribute) payoff_vector() (quantecon.game_theory.normal_form_game.Player method) pdf() (quantecon.distributions.BetaBinomial method) period (quantecon.graph_tools.DiGraph attribute) (quantecon.markov.core.MarkovChain attribute) periodogram() (in module quantecon.estspec) phi (quantecon.arma.ARMA attribute)

PivOptions (class in quantecon.optimize.linprog_simplex) 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 attribute) 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.game_generators.bimatrix_generators (module) quantecon.game_theory.lemke_howson (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.gth_solve (module) quantecon.markov.random (module) quantecon.markov.utilities (module) quantecon.matrix_eqn (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 attribute) recurrent_classes_indices (quantecon.markov.core.MarkovChain attribute) 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) scc_proj (quantecon.graph_tools.DiGraph attribute) 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 attribute) 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 attribute) sink_strongly_connected_components (quantecon.graph_tools.DiGraph attribute) sink_strongly_connected_components_indices (quantecon.graph_tools.DiGraph attribute) skew (quantecon.distributions.BetaBinomial attribute) 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 attribute) stationary_coefficients() (quantecon.kalman.Kalman method) stationary_distributions (quantecon.markov.core.MarkovChain attribute) 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.linprog_simplex.SimplexResult attribute) std (quantecon.distributions.BetaBinomial attribute) std_norm_cdf (in module quantecon.markov.approximation) strongly_connected_components (quantecon.graph_tools.DiGraph attribute) strongly_connected_components_indices (quantecon.graph_tools.DiGraph attribute) subgraph() (quantecon.graph_tools.DiGraph method) success (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 attribute) tic() (in module quantecon.util.timing)

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 attribute)

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)