Index

A

addConstVal() (monaco.mc_sim.Sim method) addInVar() (monaco.mc_sim.Sim method) addOutVal() (monaco.mc_case.Case method) addOutVar() (monaco.mc_case.Case method)

addVarStat() (monaco.mc_var.Var method) ALL (monaco.mc_enums.StatBound attribute) (monaco.mc_enums.VarStatSide attribute) apply_category_labels() (in module monaco.mc_plot)

B

bootstrap_method (monaco.mc_varstat.VarStat attribute) bootstrap_n (monaco.mc_varstat.VarStat attribute)

BOTH (monaco.mc_enums.StatBound attribute) (monaco.mc_enums.VarStatSide attribute)

C

cached_pcts() (in module monaco.mc_sampling) calcSensitivities() (monaco.mc_sim.Sim method) Case (class in monaco.mc_case) cases (monaco.mc_sim.Sim attribute) (monaco.mc_varstat.VarStat attribute) caseseeds (monaco.mc_sim.Sim attribute) casespostprocessed (monaco.mc_sim.Sim attribute) casespreprocessed (monaco.mc_sim.Sim attribute) casesrun (monaco.mc_sim.Sim attribute) check_pcts() (monaco.mc_var.InVar method) checkInNummap() (monaco.mc_varstat.VarStat method) checkOrderStatsKWArgs() (monaco.mc_varstat.VarStat method) clearResults() (monaco.mc_sim.Sim method) clearVarStats() (monaco.mc_var.Var method) client (monaco.mc_sim.Sim attribute)

cluster (monaco.mc_sim.Sim attribute) conf_ellipsoid_pct2sig() (in module monaco.gaussian_statistics) conf_ellipsoid_sig2pct() (in module monaco.gaussian_statistics) confidence_interval_high_nums (monaco.mc_varstat.VarStat attribute) confidence_interval_high_vals (monaco.mc_varstat.VarStat attribute) confidence_interval_low_nums (monaco.mc_varstat.VarStat attribute) confidence_interval_low_vals (monaco.mc_varstat.VarStat attribute) configure_logging() (in module monaco.helper_functions) constvals (monaco.mc_case.Case attribute) (monaco.mc_sim.Sim attribute) convertPandas() (monaco.mc_val.OutVal method) corr() (monaco.mc_sim.Sim method) corrcoeffs (monaco.mc_sim.Sim attribute) cov() (monaco.mc_sim.Sim method) covs (monaco.mc_sim.Sim attribute) covvarlist (monaco.mc_sim.Sim attribute)

D

datasource (monaco.mc_var.Var attribute)

draw() (monaco.mc_var.InVar method) drawVars() (monaco.mc_sim.Sim method)

E

empty_list() (in module monaco.helper_functions) endtime (monaco.mc_case.Case attribute) (monaco.mc_sim.Sim attribute) EPTI() (in module monaco.order_statistics) EPYP() (in module monaco.order_statistics) executeAllFcns() (monaco.mc_sim.Sim method) executeFullPipeline() (monaco.mc_sim.Sim method)

executeFullPipelineDask() (monaco.mc_sim.Sim method) exportInVars() (monaco.mc_sim.Sim method) exportOutVars() (monaco.mc_sim.Sim method) extendOutVars() (monaco.mc_sim.Sim method) extractNumMap() (monaco.mc_var.InVar method) extractValMap() (monaco.mc_val.OutVal method) (monaco.mc_var.OutVar method)

F

filepath (monaco.mc_case.Case attribute) (monaco.mc_sim.Sim attribute)

firstcaseismedian (monaco.mc_var.Var attribute) flatten() (in module monaco.helper_functions) from_dict() (monaco.mc_sim.SimulationFunctions class method)

G

GAUSSIANP (monaco.mc_enums.VarStatType attribute) genCases() (monaco.mc_sim.Sim method) genCaseSeeds() (monaco.mc_sim.Sim method) genCovarianceMatrix() (monaco.mc_sim.Sim method) genMaxDim() (monaco.mc_var.OutVar method) genNumMap() (monaco.mc_val.OutVal method) (monaco.mc_var.OutVar method) genOutVars() (monaco.mc_sim.Sim method) genRunSimID() (monaco.mc_sim.Sim method) genShape() (monaco.mc_val.OutVal method) genStatsFunction() (monaco.mc_varstat.VarStat method) genStatsGaussianP() (monaco.mc_varstat.VarStat method) genStatsMoment() (monaco.mc_varstat.VarStat method) genStatsOrderStatP() (monaco.mc_varstat.VarStat method) genStatsOrderStatTI() (monaco.mc_varstat.VarStat method) genStatsPercentile() (monaco.mc_varstat.VarStat method)

genStatsSigma() (monaco.mc_varstat.VarStat method) genValMap() (monaco.mc_val.InVal method) (monaco.mc_var.InVar method) GEOMEAN (monaco.mc_enums.VarStatType attribute) get_cases() (in module monaco.helper_functions) get_hist_lim() (in module monaco.mc_plot) get_iP() (in module monaco.order_statistics) get_list() (in module monaco.helper_functions) get_plot_points() (in module monaco.mc_plot) get_var_steps() (in module monaco.mc_plot) getDistMean() (monaco.mc_var.InVar method) getDistMedian() (monaco.mc_var.InVar method) getInVals() (monaco.mc_case.Case method) getMedianVal() (monaco.mc_var.OutVar method) getOutVals() (monaco.mc_case.Case method) getVal() (monaco.mc_var.InVar method) (monaco.mc_var.OutVar method)

H

HALTON (monaco.mc_enums.SampleMethod attribute) HALTON_RANDOM (monaco.mc_enums.SampleMethod attribute) handle_fig() (in module monaco.mc_multi_plot) hash_str_repeatable() (in module monaco.helper_functions) hashable_val() (in module monaco.helper_functions)

hashable_val_vectorized() (in module monaco.helper_functions) haspostprocessed (monaco.mc_case.Case attribute) haspreprocessed (monaco.mc_case.Case attribute) hasrun (monaco.mc_case.Case attribute) HIGH (monaco.mc_enums.VarStatSide attribute) HORIZONTAL (monaco.mc_enums.PlotOrientation attribute)

I

importInVars() (monaco.mc_sim.Sim method) importOutVars() (monaco.mc_sim.Sim method) INDICES (monaco.mc_enums.Sensitivities attribute) initDaskClient() (monaco.mc_sim.Sim method) initMultiprocessingPool() (monaco.mc_sim.Sim method) inittime (monaco.mc_sim.Sim attribute) integration_args_check() (in module monaco.integration_statistics) integration_error() (in module monaco.integration_statistics) integration_n_from_err() (in module monaco.integration_statistics) InVal (class in monaco.mc_val)

invals (monaco.mc_case.Case attribute) InVar (class in monaco.mc_var) invars (monaco.mc_sim.Sim attribute) invarseeds (monaco.mc_sim.Sim attribute) InVarSpace (class in monaco.mc_enums) is_num() (in module monaco.helper_functions) isscalar (monaco.mc_val.InVal attribute) (monaco.mc_val.OutVal attribute) (monaco.mc_var.InVar attribute) (monaco.mc_var.OutVar attribute) (monaco.mc_var.Var attribute)

K

KURTOSIS (monaco.mc_enums.VarStatType attribute)

L

LATIN_HYPERCUBE (monaco.mc_enums.SampleMethod attribute) length() (in module monaco.helper_functions) loadCases() (monaco.mc_sim.Sim method)

loadSim() (monaco.mc_sim.Sim class method) log_to_file() (in module monaco.helper_functions) LOW (monaco.mc_enums.VarStatSide attribute)

M

manage_axis() (in module monaco.mc_plot) manage_invar_space() (in module monaco.mc_plot) mapNum() (monaco.mc_val.InVal method) mapNums() (monaco.mc_var.InVar method) mapVal() (monaco.mc_val.OutVal method) mapVals() (monaco.mc_var.OutVar method) MAX (monaco.mc_enums.VarStatType attribute) max_stdev() (in module monaco.integration_statistics) max_variance() (in module monaco.integration_statistics) maxdim (monaco.mc_var.InVar attribute) (monaco.mc_var.OutVar attribute) (monaco.mc_var.Var attribute) MEAN (monaco.mc_enums.VarStatType attribute) MEDIAN (monaco.mc_enums.VarStatType attribute) MIN (monaco.mc_enums.VarStatType attribute) MODE (monaco.mc_enums.VarStatType attribute) module monaco.gaussian_statistics monaco.helper_functions monaco.integration_statistics monaco.mc_case monaco.mc_enums monaco.mc_multi_plot monaco.mc_plot monaco.mc_sampling monaco.mc_sim monaco.mc_val monaco.mc_var monaco.mc_varstat monaco.order_statistics

MOMENT (monaco.mc_enums.VarStatType attribute) monaco.gaussian_statistics module monaco.helper_functions module monaco.integration_statistics module monaco.mc_case module monaco.mc_enums module monaco.mc_multi_plot module monaco.mc_plot module monaco.mc_sampling module monaco.mc_sim module monaco.mc_val module monaco.mc_var module monaco.mc_varstat module monaco.order_statistics module multi_plot() (in module monaco.mc_multi_plot) multi_plot_2d_scatter_hist() (in module monaco.mc_multi_plot) multi_plot_grid_rect() (in module monaco.mc_multi_plot) multi_plot_grid_tri() (in module monaco.mc_multi_plot)

N

name (monaco.mc_var.Var attribute) ncases (monaco.mc_sim.Sim attribute) (monaco.mc_var.Var attribute) (monaco.mc_varstat.VarStat attribute) ndraws (monaco.mc_var.Var attribute) NEAREST (monaco.mc_enums.StatBound attribute) next_power_of_2() (in module monaco.helper_functions) ninvars (monaco.mc_sim.Sim attribute) noutvars (monaco.mc_sim.Sim attribute)

num (monaco.mc_val.OutVal attribute) nummap (monaco.mc_val.OutVal attribute) (monaco.mc_var.OutVar attribute) (monaco.mc_var.Var attribute) NUMS (monaco.mc_enums.InVarSpace attribute) nums (monaco.mc_var.InVar attribute) (monaco.mc_var.OutVar attribute) (monaco.mc_var.Var attribute) (monaco.mc_varstat.VarStat attribute)

O

ONESIDED (monaco.mc_enums.StatBound attribute) ONESIDED_LOWER (monaco.mc_enums.StatBound attribute) ONESIDED_UPPER (monaco.mc_enums.StatBound attribute) order_stat_P_c() (in module monaco.order_statistics) order_stat_P_k() (in module monaco.order_statistics) order_stat_P_n() (in module monaco.order_statistics) order_stat_TI_c() (in module monaco.order_statistics) order_stat_TI_k() (in module monaco.order_statistics) order_stat_TI_n() (in module monaco.order_statistics)

order_stat_TI_p() (in module monaco.order_statistics) order_stat_var_check() (in module monaco.order_statistics) ORDERSTATP (monaco.mc_enums.VarStatType attribute) ORDERSTATTI (monaco.mc_enums.VarStatType attribute) OutVal (class in monaco.mc_val) outvals (monaco.mc_case.Case attribute) OutVar (class in monaco.mc_var) outvars (monaco.mc_sim.Sim attribute) outvarseeds (monaco.mc_sim.Sim attribute)

P

pct2sig() (in module monaco.gaussian_statistics) PCTS (monaco.mc_enums.InVarSpace attribute) pcts (monaco.mc_var.InVar attribute) (monaco.mc_var.Var attribute) PERCENTILE (monaco.mc_enums.VarStatType attribute) plot() (in module monaco.mc_plot) (monaco.mc_sim.Sim method) (monaco.mc_var.Var method) plot_2d_cov_ellipse() (in module monaco.mc_plot) plot_2d_line() (in module monaco.mc_plot) plot_2d_scatter() (in module monaco.mc_plot) plot_2p5d_line() (in module monaco.mc_plot) plot_3d_line() (in module monaco.mc_plot) plot_3d_scatter() (in module monaco.mc_plot)

plot_cdf() (in module monaco.mc_plot) plot_cov_corr() (in module monaco.mc_plot) plot_hist() (in module monaco.mc_plot) plot_integration_convergence() (in module monaco.mc_plot) plot_integration_error() (in module monaco.mc_plot) plot_rug_marks() (in module monaco.mc_plot) plot_sensitivities() (in module monaco.mc_plot) PlotOrientation (class in monaco.mc_enums) plotSensitivities() (monaco.mc_var.OutVar method) pool (monaco.mc_sim.Sim attribute) POSTPROCESS (monaco.mc_enums.SimFunctions attribute) postProcessCases() (monaco.mc_sim.Sim method) PREPROCESS (monaco.mc_enums.SimFunctions attribute) preProcessCases() (monaco.mc_sim.Sim method)

R

RANDOM (monaco.mc_enums.SampleMethod attribute) RATIOS (monaco.mc_enums.Sensitivities attribute) removeExtraResultsFiles() (monaco.mc_sim.Sim method) reset() (monaco.mc_sim.Sim method) restorePickledCases() (monaco.mc_sim.Sim method) rootdir (monaco.mc_sim.Sim attribute) RUN (monaco.mc_enums.SimFunctions attribute)

runCases() (monaco.mc_sim.Sim method) runIncompleteSim() (monaco.mc_sim.Sim method) runSim() (monaco.mc_sim.Sim method) runsimid (monaco.mc_case.Case attribute) (monaco.mc_sim.Sim attribute) runSimWorker() (monaco.mc_sim.Sim method) runtime (monaco.mc_case.Case attribute) (monaco.mc_sim.Sim attribute)

S

SampleMethod (class in monaco.mc_enums) sampling() (in module monaco.mc_sampling) saveCases() (monaco.mc_sim.Sim method) saveSim() (monaco.mc_sim.Sim method) scalarOutVars() (monaco.mc_sim.Sim method) seed (monaco.mc_var.Var attribute) Sensitivities (class in monaco.mc_enums) setFirstCaseMedian() (monaco.mc_sim.Sim method) (monaco.mc_var.Var method) setName() (monaco.mc_varstat.VarStat method) setNDraws() (monaco.mc_sim.Sim method) (monaco.mc_var.InVar method) shape (monaco.mc_val.InVal attribute) (monaco.mc_val.OutVal attribute) sig2pct() (in module monaco.gaussian_statistics) SIGMA (monaco.mc_enums.VarStatType attribute)

sigma() (monaco.mc_varstat.VarStat method) Sim (class in monaco.mc_sim) SimFunctions (class in monaco.mc_enums) siminput (monaco.mc_case.Case attribute) simrawoutput (monaco.mc_case.Case attribute) SimulationFunctions (class in monaco.mc_sim) SKEWNESS (monaco.mc_enums.VarStatType attribute) slice_by_index() (in module monaco.helper_functions) SOBOL (monaco.mc_enums.SampleMethod attribute) SOBOL_RANDOM (monaco.mc_enums.SampleMethod attribute) split() (monaco.mc_val.OutVal method) (monaco.mc_var.OutVar method) starttime (monaco.mc_case.Case attribute) (monaco.mc_sim.Sim attribute) StatBound (class in monaco.mc_enums) stats() (monaco.mc_var.Var method) statsFunctionWrapper() (monaco.mc_varstat.VarStat method)

T

timeit() (in module monaco.helper_functions)

TWOSIDED (monaco.mc_enums.StatBound attribute)

V

Val (class in monaco.mc_val) val (monaco.mc_val.InVal attribute) valmap (monaco.mc_val.InVal attribute) (monaco.mc_var.InVar attribute) (monaco.mc_var.Var attribute) valmapsource (monaco.mc_val.OutVal attribute) vals (monaco.mc_var.InVar attribute) (monaco.mc_var.Var attribute) (monaco.mc_varstat.VarStat attribute) Var (class in monaco.mc_var)

VARIANCE (monaco.mc_enums.VarStatType attribute) vars (monaco.mc_sim.Sim attribute) VarStat (class in monaco.mc_varstat) varstats (monaco.mc_var.InVar attribute) (monaco.mc_var.OutVar attribute) (monaco.mc_var.Var attribute) VarStatSide (class in monaco.mc_enums) VarStatType (class in monaco.mc_enums) VERTICAL (monaco.mc_enums.PlotOrientation attribute) vwarn() (in module monaco.helper_functions) vwrite() (in module monaco.helper_functions)

W

warn_short_format() (in module monaco.helper_functions)