Index

_ | A | B | C | D | E | F | G | H | I | J | K | L | M | N | O | P | Q | R | S | T | U | V | W | X | Y | Z

_

A

B

C

D

E

F

G

H

I

J

J (mlsynth.utils.clustersc_helpers.structures.CLUSTERSCInputs property)

K

L

M

M (mlsynth.config_models.DSCConfig attribute)
m (mlsynth.config_models.LEXSCMConfig attribute)
- (mlsynth.config_models.SHCConfig attribute)
M (mlsynth.utils.mlsc_helpers.structures.MLSCInputs property)
m (mlsynth.utils.msqrt_helpers.structures.MSQRTInputs property)
M (mlsynth.utils.musc_helpers.structures.MUSCVariantFit attribute)
m (mlsynth.utils.shc_helpers.structures.SHCInputs attribute)
M (mlsynth.utils.spillsynth_helpers.structures.CDFit attribute)
m (mlsynth.utils.tasc_helpers.structures.TASCFilteredStates attribute)
m0 (mlsynth.utils.tasc_helpers.structures.TASCParameters attribute)
M1_lower (mlsynth.utils.vanillasc_helpers.scpi.SCPIResult attribute)
M1_upper (mlsynth.utils.vanillasc_helpers.scpi.SCPIResult attribute)
M2_lower (mlsynth.utils.vanillasc_helpers.scpi.SCPIResult attribute)
M2_upper (mlsynth.utils.vanillasc_helpers.scpi.SCPIResult attribute)
m_eq (mlsynth.config_models.MAREXConfig attribute)
m_grid (mlsynth.config_models.MASCConfig attribute)
- (mlsynth.utils.msqrt_helpers.replication.SimConfig attribute)
m_hat (mlsynth.utils.masc_helpers.structures.MASCFit attribute)
- (mlsynth.utils.masc_helpers.structures.MASCResults property)
m_max (mlsynth.config_models.MAREXConfig attribute)
m_min (mlsynth.config_models.MAREXConfig attribute)
m_s (mlsynth.utils.tasc_helpers.structures.TASCSmoothedStates attribute)
m_step() (in module mlsynth.utils.tasc_helpers.mstep)
make_seasonal_sales_panel() (in module mlsynth.utils.pangeo_helpers.simulation)
MAREX (class in mlsynth.estimators.scexp)
MAREXClusterDesign (class in mlsynth.utils.marex_helpers.structures)
MAREXConfig (class in mlsynth.config_models)
MAREXGlobalDesign (class in mlsynth.utils.marex_helpers.structures)
MAREXInference (class in mlsynth.utils.marex_helpers.structures)
MAREXPanel (class in mlsynth.utils.marex_helpers.setup)
MAREXResults (class in mlsynth.utils.marex_helpers.structures)
MAREXSample (class in mlsynth.utils.marex_helpers.simulation)
MAREXStudy (class in mlsynth.utils.marex_helpers.structures)
MASC (class in mlsynth.estimators.masc)
masc_combine() (in module mlsynth.utils.masc_helpers.estimation)
MASCConfig (class in mlsynth.config_models)
MASCFit (class in mlsynth.utils.masc_helpers.structures)
MASCInputs (class in mlsynth.utils.masc_helpers.structures)
MASCResults (class in mlsynth.utils.masc_helpers.structures)
mask (mlsynth.utils.mcnnm_helpers.structures.MCNNMInputs attribute), [1]
match_idx (mlsynth.utils.fscm_helpers.structures.FSCMInputs attribute)
match_periods (mlsynth.config_models.FSCMConfig attribute)
- (mlsynth.utils.fscm_helpers.structures.FSCMInputs attribute)
matching_matrix (mlsynth.utils.nsc_helpers.structures.NSCInputs attribute)
matrix (mlsynth.utils.si_helpers.structures.SIDonorPool attribute)
max_donors (mlsynth.config_models.FSCMConfig attribute)
max_factors (mlsynth.config_models.FMAConfig attribute)
max_iter (mlsynth.config_models.MicroSynthConfig attribute)
- (mlsynth.config_models.SPCDConfig attribute)
- (mlsynth.estimators.spcd.SPCD attribute)
max_outer_iter (mlsynth.config_models.SparseSCConfig attribute)
max_rank (mlsynth.config_models.SNNConfig attribute)
max_shortlist (mlsynth.config_models.LEXSCMConfig attribute)
max_supergeo_size (mlsynth.config_models.PANGEOConfig attribute)
- (mlsynth.utils.pangeo_helpers.structures.PangeoResults attribute), [1]
max_weight (mlsynth.utils.microsynth_helpers.structures.MicroSynthDesign attribute)
max_weight() (in module mlsynth.utils.microsynth_helpers.diagnostics)
MCNNM (class in mlsynth.estimators.mcnnm)
mcnnm_cv() (in module mlsynth.utils.mcnnm_helpers.completion)
mcnnm_fit() (in module mlsynth.utils.mcnnm_helpers.completion)
MCNNMConfig (class in mlsynth.config_models)
MCNNMInference (class in mlsynth.utils.mcnnm_helpers.structures)
MCNNMInputs (class in mlsynth.utils.mcnnm_helpers.structures)
MCNNMResults (class in mlsynth.utils.mcnnm_helpers.structures)
mde (mlsynth.utils.spcd_helpers.structures.SPCDResults property)
mde_abs (mlsynth.utils.fast_scm_helpers.lexselect.DesignMetrics attribute)
mde_absolute (mlsynth.utils.pangeo_helpers.power.MDEPoint attribute), [1]
- (mlsynth.utils.post_fit.MDEPoint attribute), [1], [2], [3], [4], [5]
- (mlsynth.utils.syndes_helpers.power.SYNDESPower attribute)
mde_by_horizon() (mlsynth.utils.post_fit.PowerAnalysis method), [1], [2], [3], [4], [5]
mde_feasible (mlsynth.utils.fast_scm_helpers.lexselect.DesignMetrics attribute)
mde_horizon (mlsynth.config_models.LEXSCMConfig attribute)
mde_horizon_grid (mlsynth.config_models.SPCDConfig attribute)
mde_n_sims (mlsynth.config_models.SPCDConfig attribute)
mde_n_trials (mlsynth.config_models.SPCDConfig attribute)
mde_pct (mlsynth.utils.fast_scm_helpers.lexselect.DesignMetrics attribute)
- (mlsynth.utils.pangeo_helpers.power.MDEPoint attribute), [1]
- (mlsynth.utils.post_fit.MDEPoint attribute), [1], [2], [3], [4], [5]
- (mlsynth.utils.spcd_helpers.power.SPCDPowerAnalysis attribute), [1]
- (mlsynth.utils.spcd_helpers.structures.SPCDResults property)
mde_pct_by_horizon() (mlsynth.utils.pangeo_helpers.power.PowerCurve method)
mde_percent (mlsynth.utils.syndes_helpers.power.SYNDESPower attribute)
mde_sd (mlsynth.utils.fast_scm_helpers.lexselect.DesignMetrics attribute)
mde_tau (mlsynth.utils.spcd_helpers.power.SPCDPowerAnalysis attribute), [1]
MDEPoint (class in mlsynth.utils.pangeo_helpers.power)
- (class in mlsynth.utils.post_fit), [1], [2], [3], [4], [5]
mean_parallelism_r2 (mlsynth.utils.pangeo_helpers.structures.ArmDesign attribute), [1]
mean_X (mlsynth.utils.bvss_helpers.structures.BVSSInputs attribute)
mean_Y (mlsynth.utils.bvss_helpers.structures.BVSSInputs attribute)
members (mlsynth.utils.marex_helpers.structures.MAREXClusterDesign attribute)
metadata (mlsynth.utils.clustersc_helpers.structures.CLUSTERSCResults attribute)
- (mlsynth.utils.clustersc_helpers.structures.MethodFit attribute)
- (mlsynth.utils.ctsc_helpers.structures.CTSCResults attribute), [1]
- (mlsynth.utils.dsc_helpers.structures.DSCResults attribute), [1]
- (mlsynth.utils.fdid_helpers.structures.FDIDMethodFit attribute)
- (mlsynth.utils.fdid_helpers.structures.FDIDResults attribute)
- (mlsynth.utils.fma_helpers.structures.FMAResults attribute)
- (mlsynth.utils.fscm_helpers.bilevel.structure.BilevelSolution attribute), [1]
- (mlsynth.utils.fscm_helpers.structures.FSCMInputs attribute)
- (mlsynth.utils.fscm_helpers.structures.FSCMResults attribute)
- (mlsynth.utils.iscm_helpers.structures.ISCMResults attribute), [1]
- (mlsynth.utils.laxscm_helpers.structures.RESCMInputs attribute)
- (mlsynth.utils.laxscm_helpers.structures.RESCMMethodFit attribute)
- (mlsynth.utils.laxscm_helpers.structures.RESCMResults attribute)
- (mlsynth.utils.mcnnm_helpers.structures.MCNNMResults attribute), [1]
- (mlsynth.utils.msqrt_helpers.structures.MSQRTResults attribute), [1]
- (mlsynth.utils.musc_helpers.structures.MUSCInputs attribute)
- (mlsynth.utils.musc_helpers.structures.MUSCMultiCohortResults attribute), [1]
- (mlsynth.utils.musc_helpers.structures.MUSCResults attribute)
- (mlsynth.utils.musc_helpers.structures.MUSCVariantFit attribute)
- (mlsynth.utils.nsc_helpers.structures.NSCResults attribute)
- (mlsynth.utils.pangeo_helpers.effects.PangeoEffects attribute)
- (mlsynth.utils.pangeo_helpers.power.PangeoPower attribute)
- (mlsynth.utils.pangeo_helpers.structures.PangeoResults attribute), [1]
- (mlsynth.utils.pda_helpers.structures.PDAInputs attribute)
- (mlsynth.utils.pda_helpers.structures.PDAMethodFit attribute)
- (mlsynth.utils.pda_helpers.structures.PDAResults attribute)
- (mlsynth.utils.ppscm_helpers.structures.PPSCMResults attribute)
- (mlsynth.utils.proximal_helpers.structures.ProximalMethodFit attribute)
- (mlsynth.utils.proximal_helpers.structures.PROXIMALResults attribute)
- (mlsynth.utils.rmsi_helpers.structures.RMSIResults attribute), [1]
- (mlsynth.utils.scmo_helpers.structures.SCMOInputs attribute)
- (mlsynth.utils.scmo_helpers.structures.SCMOMethodFit attribute)
- (mlsynth.utils.scmo_helpers.structures.SCMOResults attribute)
- (mlsynth.utils.scpi_helpers.structures.SCPIResults attribute)
- (mlsynth.utils.shc_helpers.structures.SHCInputs attribute)
- (mlsynth.utils.shc_helpers.structures.SHCResults attribute)
- (mlsynth.utils.siv_helpers.structures.SIVResults attribute)
- (mlsynth.utils.snn_helpers.structures.SNNResults attribute), [1]
- (mlsynth.utils.spotsynth_helpers.structures.SpilloverScreen attribute), [1]
- (mlsynth.utils.spotsynth_helpers.structures.SpotSynthResults attribute), [1]
- (mlsynth.utils.spsydid_helpers.structures.SpSyDiDResults attribute), [1]
- (mlsynth.utils.ssc_helpers.structures.SSCResults attribute), [1]
- (mlsynth.utils.vanillasc_helpers.scpi.SCPIResult attribute)
method (mlsynth.config_models.CLUSTERSCConfig attribute)
- (mlsynth.config_models.PDAConfig attribute)
- (mlsynth.config_models.SCMOConfig attribute)
- (mlsynth.config_models.SPILLSYNTHConfig attribute)
- (mlsynth.utils.clustersc_helpers.pcr.inference.ShenInference attribute), [1]
- (mlsynth.utils.clustersc_helpers.rpca.inference.CFTInference attribute), [1]
- (mlsynth.utils.clustersc_helpers.structures.CLUSTERSCInference attribute)
- (mlsynth.utils.ctsc_helpers.structures.CTSCInference attribute), [1]
- (mlsynth.utils.dscar_helpers.structures.DSCARResults attribute)
- (mlsynth.utils.fma_helpers.structures.FMAInference attribute)
- (mlsynth.utils.iscm_helpers.structures.ISCMInference attribute), [1]
- (mlsynth.utils.mcnnm_helpers.structures.MCNNMInference attribute), [1]
- (mlsynth.utils.microsynth_helpers.structures.MicroSynthInference attribute)
- (mlsynth.utils.nsc_helpers.structures.NSCInference attribute)
- (mlsynth.utils.post_fit.PowerAnalysis attribute), [1], [2], [3], [4], [5], [6], [7], [8], [9], [10], [11]
- (mlsynth.utils.ppscm_helpers.structures.PPSCMInference attribute)
- (mlsynth.utils.scpi_helpers.structures.SCPIResults attribute), [1]
- (mlsynth.utils.sdid_helpers.structures.SDIDInference attribute)
- (mlsynth.utils.seq_sdid_helpers.structures.SeqSDIDInference attribute)
- (mlsynth.utils.shc_helpers.structures.SHCInference attribute)
- (mlsynth.utils.siv_helpers.structures.SIVInference attribute)
- (mlsynth.utils.snn_helpers.structures.SNNInference attribute), [1]
- (mlsynth.utils.sparse_sc_helpers.structures.SparseSCInference attribute)
- (mlsynth.utils.spcd_helpers.inference.SPCDConformalResult attribute), [1]
- (mlsynth.utils.spillsynth_helpers.structures.SpillSynthResults attribute)
- (mlsynth.utils.ssc_helpers.structures.SSCInference attribute), [1]
- (mlsynth.utils.syndes_helpers.structures.SYNDESInference attribute)
- (mlsynth.utils.tssc_helpers.structures.TSSCVariantFit attribute)
MethodFit (class in mlsynth.utils.clustersc_helpers.structures)
methods (mlsynth.config_models.PDAConfig attribute)
- (mlsynth.config_models.PROXIMALConfig attribute)
- (mlsynth.config_models.RESCMConfig attribute)
- (mlsynth.utils.fdid_helpers.structures.FDIDResults property)
- (mlsynth.utils.proximal_helpers.structures.PROXIMALInputs attribute)
- (mlsynth.utils.proximal_helpers.structures.PROXIMALResults property)
MethodSpec (class in mlsynth.utils.laxscm_helpers.specs)
MH_tau() (in module mlsynth.utils.bvss_helpers.mh)
MicroSynth (class in mlsynth.estimators.microsynth)
MicroSynthConfig (class in mlsynth.config_models)
MicroSynthDesign (class in mlsynth.utils.microsynth_helpers.structures)
MicroSynthInference (class in mlsynth.utils.microsynth_helpers.structures)
MicroSynthInputs (class in mlsynth.utils.microsynth_helpers.structures)
MicroSynthResults (class in mlsynth.utils.microsynth_helpers.structures)
min_blank_size (mlsynth.config_models.SPCDConfig attribute)
min_pairs (mlsynth.config_models.PANGEOConfig attribute)
min_preperiods (mlsynth.config_models.MASCConfig attribute)
MLSC (class in mlsynth.estimators.mlsc)
MLSCConfig (class in mlsynth.config_models)
MLSCConfig.Config (class in mlsynth.config_models)
MLSCDesign (class in mlsynth.utils.mlsc_helpers.structures)
MLSCInference (class in mlsynth.utils.mlsc_helpers.structures)
MLSCInputs (class in mlsynth.utils.mlsc_helpers.structures)
MLSCResults (class in mlsynth.utils.mlsc_helpers.structures)
MLSCSample (class in mlsynth.utils.mlsc_helpers.simulation)
mlsynth.estimators.bvss
- module
mlsynth.estimators.clustersc
- module
mlsynth.estimators.ctsc
- module
mlsynth.estimators.dsc
- module
mlsynth.estimators.dscar
- module
mlsynth.estimators.fdid
- module
mlsynth.estimators.fma
- module
mlsynth.estimators.fscm
- module
mlsynth.estimators.hsc
- module
mlsynth.estimators.iscm
- module
mlsynth.estimators.laxscm
- module
mlsynth.estimators.lexscm
- module
mlsynth.estimators.masc
- module
mlsynth.estimators.mcnnm
- module
mlsynth.estimators.microsynth
- module
mlsynth.estimators.mlsc
- module
mlsynth.estimators.msqrt
- module
mlsynth.estimators.musc
- module
mlsynth.estimators.nsc
- module
mlsynth.estimators.pangeo
- module
mlsynth.estimators.pda
- module
mlsynth.estimators.ppscm
- module
mlsynth.estimators.proximal
- module
mlsynth.estimators.rmsi
- module
mlsynth.estimators.sbc
- module
mlsynth.estimators.scexp
- module
mlsynth.estimators.scmo
- module
mlsynth.estimators.sdid
- module
mlsynth.estimators.seq_sdid
- module
mlsynth.estimators.si
- module
mlsynth.estimators.siv
- module
mlsynth.estimators.snn
- module
mlsynth.estimators.sparse_sc
- module
mlsynth.estimators.spcd
- module
mlsynth.estimators.spillsynth
- module
mlsynth.estimators.spotsynth
- module
mlsynth.estimators.spsydid
- module
mlsynth.estimators.ssc
- module
mlsynth.estimators.syndes
- module
mlsynth.estimators.tasc
- module
mlsynth.estimators.tssc
- module
mlsynth.estimators.vanillasc
- module
mlsynth.utils.bvss_helpers.gibbs_pair
- module
mlsynth.utils.bvss_helpers.inference
- module
mlsynth.utils.bvss_helpers.mh
- module
mlsynth.utils.bvss_helpers.plotter
- module
mlsynth.utils.bvss_helpers.posterior
- module
mlsynth.utils.bvss_helpers.sampler
- module
mlsynth.utils.bvss_helpers.setup
- module
mlsynth.utils.bvss_helpers.structures
- module
mlsynth.utils.clustersc_helpers.pcr.bayesian
- module
mlsynth.utils.clustersc_helpers.pcr.clustering
- module
mlsynth.utils.clustersc_helpers.pcr.convex
- module
mlsynth.utils.clustersc_helpers.pcr.frequentist
- module
mlsynth.utils.clustersc_helpers.pcr.hsvt
- module
mlsynth.utils.clustersc_helpers.pcr.inference
- module
mlsynth.utils.clustersc_helpers.pcr.pipeline
- module
mlsynth.utils.clustersc_helpers.plotter
- module
mlsynth.utils.clustersc_helpers.rpca.clustering
- module
mlsynth.utils.clustersc_helpers.rpca.fpca
- module
mlsynth.utils.clustersc_helpers.rpca.hqf
- module
mlsynth.utils.clustersc_helpers.rpca.inference
- module
mlsynth.utils.clustersc_helpers.rpca.pcp
- module
mlsynth.utils.clustersc_helpers.rpca.pipeline
- module
mlsynth.utils.clustersc_helpers.rpca.tuning
- module
mlsynth.utils.clustersc_helpers.rpca.weights
- module
mlsynth.utils.clustersc_helpers.setup
- module
mlsynth.utils.clustersc_helpers.structures
- module
mlsynth.utils.ctsc_helpers.estimate
- module
mlsynth.utils.ctsc_helpers.inference
- module
mlsynth.utils.ctsc_helpers.pipeline
- module
mlsynth.utils.ctsc_helpers.setup
- module
mlsynth.utils.ctsc_helpers.simulation
- module
mlsynth.utils.ctsc_helpers.structures
- module
mlsynth.utils.datautils
- module
mlsynth.utils.dsc_helpers.aggregation
- module
mlsynth.utils.dsc_helpers.inference
- module
mlsynth.utils.dsc_helpers.pipeline
- module
mlsynth.utils.dsc_helpers.quantiles
- module
mlsynth.utils.dsc_helpers.setup
- module
mlsynth.utils.dsc_helpers.structures
- module
mlsynth.utils.dsc_helpers.weights
- module
mlsynth.utils.dscar_helpers.inference
- module
mlsynth.utils.dscar_helpers.pipeline
- module
mlsynth.utils.dscar_helpers.setup
- module
mlsynth.utils.dscar_helpers.structures
- module
mlsynth.utils.dscar_helpers.weights
- module
mlsynth.utils.fast_scm_helpers.fast_scm_control
- module
mlsynth.utils.fast_scm_helpers.fast_scm_setup
- module
mlsynth.utils.fast_scm_helpers.lexpower
- module
mlsynth.utils.fast_scm_helpers.lexsearch
- module
mlsynth.utils.fast_scm_helpers.lexselect
- module
mlsynth.utils.fdid_helpers.estimation
- module
mlsynth.utils.fdid_helpers.inference
- module
mlsynth.utils.fdid_helpers.plotter
- module
mlsynth.utils.fdid_helpers.results_assembly
- module
mlsynth.utils.fdid_helpers.setup
- module
mlsynth.utils.fdid_helpers.simulation
- module
mlsynth.utils.fdid_helpers.structures
- module
mlsynth.utils.fma_helpers.factors
- module
mlsynth.utils.fma_helpers.fit
- module
mlsynth.utils.fma_helpers.inference
- module
mlsynth.utils.fma_helpers.plotter
- module
mlsynth.utils.fma_helpers.setup
- module
mlsynth.utils.fma_helpers.simulation
- module
mlsynth.utils.fma_helpers.structures
- module
mlsynth.utils.fscm_helpers.bilevel.simplex
- module
mlsynth.utils.fscm_helpers.bilevel.solver
- module
mlsynth.utils.fscm_helpers.bilevel.stages
- module
mlsynth.utils.fscm_helpers.bilevel.structure
- module
mlsynth.utils.fscm_helpers.estimation
- module
mlsynth.utils.fscm_helpers.plotter
- module
mlsynth.utils.fscm_helpers.setup
- module
mlsynth.utils.fscm_helpers.structures
- module
mlsynth.utils.helperutils
- module
mlsynth.utils.hsc_helpers.forecast
- module
mlsynth.utils.hsc_helpers.formulation
- module
mlsynth.utils.hsc_helpers.optimization
- module
mlsynth.utils.hsc_helpers.orchestration
- module
mlsynth.utils.hsc_helpers.plotter
- module
mlsynth.utils.hsc_helpers.setup
- module
mlsynth.utils.hsc_helpers.structures
- module
mlsynth.utils.iscm_helpers.estimate
- module
mlsynth.utils.iscm_helpers.inference
- module
mlsynth.utils.iscm_helpers.pipeline
- module
mlsynth.utils.iscm_helpers.setup
- module
mlsynth.utils.iscm_helpers.structures
- module
mlsynth.utils.iscm_helpers.weights
- module
mlsynth.utils.laxscm_helpers.estimation
- module
mlsynth.utils.laxscm_helpers.inference
- module
mlsynth.utils.laxscm_helpers.setup
- module
mlsynth.utils.laxscm_helpers.specs
- module
mlsynth.utils.laxscm_helpers.structures
- module
mlsynth.utils.marex_helpers.formulation
- module
mlsynth.utils.marex_helpers.inference
- module
mlsynth.utils.marex_helpers.optimization
- module
mlsynth.utils.marex_helpers.orchestration
- module
mlsynth.utils.marex_helpers.plotter
- module
mlsynth.utils.marex_helpers.setup
- module
mlsynth.utils.marex_helpers.simulation
- module
mlsynth.utils.marex_helpers.structures
- module
mlsynth.utils.masc_helpers.crossval
- module
mlsynth.utils.masc_helpers.estimation
- module
mlsynth.utils.masc_helpers.orchestration
- module
mlsynth.utils.masc_helpers.plotter
- module
mlsynth.utils.masc_helpers.setup
- module
mlsynth.utils.masc_helpers.structures
- module
mlsynth.utils.mcnnm_helpers.completion
- module
mlsynth.utils.mcnnm_helpers.pipeline
- module
mlsynth.utils.mcnnm_helpers.setup
- module
mlsynth.utils.mcnnm_helpers.structures
- module
mlsynth.utils.microsynth_helpers.diagnostics
- module
mlsynth.utils.microsynth_helpers.dual_solver
- module
mlsynth.utils.microsynth_helpers.inference
- module
mlsynth.utils.microsynth_helpers.plotter
- module
mlsynth.utils.microsynth_helpers.setup
- module
mlsynth.utils.microsynth_helpers.structures
- module
mlsynth.utils.mlsc_helpers.inference
- module
mlsynth.utils.mlsc_helpers.optimization
- module
mlsynth.utils.mlsc_helpers.penalty
- module
mlsynth.utils.mlsc_helpers.plotter
- module
mlsynth.utils.mlsc_helpers.setup
- module
mlsynth.utils.mlsc_helpers.simulation
- module
mlsynth.utils.mlsc_helpers.structures
- module
mlsynth.utils.mlsc_helpers.variance
- module
mlsynth.utils.msqrt_helpers.optimization
- module
mlsynth.utils.msqrt_helpers.pipeline
- module
mlsynth.utils.msqrt_helpers.replication
- module
mlsynth.utils.msqrt_helpers.setup
- module
mlsynth.utils.msqrt_helpers.simulation
- module
mlsynth.utils.msqrt_helpers.structures
- module
mlsynth.utils.musc_helpers.estimation
- module
mlsynth.utils.musc_helpers.inference
- module
mlsynth.utils.musc_helpers.orchestration
- module
mlsynth.utils.musc_helpers.plotter
- module
mlsynth.utils.musc_helpers.setup
- module
mlsynth.utils.musc_helpers.structures
- module
mlsynth.utils.nsc_helpers.crossval
- module
mlsynth.utils.nsc_helpers.inference
- module
mlsynth.utils.nsc_helpers.optimization
- module
mlsynth.utils.nsc_helpers.plotter
- module
mlsynth.utils.nsc_helpers.setup
- module
mlsynth.utils.nsc_helpers.structures
- module
mlsynth.utils.pangeo_helpers.effects
- module
mlsynth.utils.pangeo_helpers.mip
- module
mlsynth.utils.pangeo_helpers.parallelism
- module
mlsynth.utils.pangeo_helpers.pipeline
- module
mlsynth.utils.pangeo_helpers.power
- module
mlsynth.utils.pangeo_helpers.setup
- module
mlsynth.utils.pangeo_helpers.simulation
- module
mlsynth.utils.pangeo_helpers.structures
- module
mlsynth.utils.pda_helpers.fs.estimation
- module
mlsynth.utils.pda_helpers.fs.inference
- module
mlsynth.utils.pda_helpers.inference
- module
mlsynth.utils.pda_helpers.l2.estimation
- module
mlsynth.utils.pda_helpers.l2.inference
- module
mlsynth.utils.pda_helpers.lasso.estimation
- module
mlsynth.utils.pda_helpers.lasso.inference
- module
mlsynth.utils.pda_helpers.orchestration
- module
mlsynth.utils.pda_helpers.setup
- module
mlsynth.utils.pda_helpers.structures
- module
mlsynth.utils.post_fit
- module, [1], [2]
mlsynth.utils.ppscm_helpers.engine
- module
mlsynth.utils.ppscm_helpers.inference
- module
mlsynth.utils.ppscm_helpers.setup
- module
mlsynth.utils.ppscm_helpers.structures
- module
mlsynth.utils.proximal_helpers.bridges
- module
mlsynth.utils.proximal_helpers.dr.estimation
- module
mlsynth.utils.proximal_helpers.inference
- module
mlsynth.utils.proximal_helpers.orchestration
- module
mlsynth.utils.proximal_helpers.pi.estimation
- module
mlsynth.utils.proximal_helpers.pipost.estimation
- module
mlsynth.utils.proximal_helpers.pipw.estimation
- module
mlsynth.utils.proximal_helpers.pis.estimation
- module
mlsynth.utils.proximal_helpers.plotter
- module
mlsynth.utils.proximal_helpers.setup
- module
mlsynth.utils.proximal_helpers.spsc.conformal
- module
mlsynth.utils.proximal_helpers.spsc.estimation
- module
mlsynth.utils.proximal_helpers.structures
- module
mlsynth.utils.rmsi_helpers.core
- module
mlsynth.utils.rmsi_helpers.pipeline
- module
mlsynth.utils.rmsi_helpers.replication
- module
mlsynth.utils.rmsi_helpers.setup
- module
mlsynth.utils.rmsi_helpers.simulation
- module
mlsynth.utils.rmsi_helpers.structures
- module
mlsynth.utils.sbc_helpers.hamilton
- module
mlsynth.utils.sbc_helpers.orchestration
- module
mlsynth.utils.sbc_helpers.plotter
- module
mlsynth.utils.sbc_helpers.setup
- module
mlsynth.utils.sbc_helpers.structures
- module
mlsynth.utils.sbc_helpers.synthetic
- module
mlsynth.utils.sbc_helpers.trend_forecast
- module
mlsynth.utils.scmo_helpers.estimation
- module
mlsynth.utils.scmo_helpers.inference
- module
mlsynth.utils.scmo_helpers.matrix_builder
- module
mlsynth.utils.scmo_helpers.orchestration
- module
mlsynth.utils.scmo_helpers.setup
- module
mlsynth.utils.scmo_helpers.solvers
- module
mlsynth.utils.scmo_helpers.structures
- module
mlsynth.utils.scpi_helpers.intervals
- module
mlsynth.utils.scpi_helpers.moments
- module
mlsynth.utils.scpi_helpers.structures
- module

mlsynth.utils.sdid_helpers.cohort
- module
mlsynth.utils.sdid_helpers.event_study
- module
mlsynth.utils.sdid_helpers.inference
- module
mlsynth.utils.sdid_helpers.orchestration
- module
mlsynth.utils.sdid_helpers.plotter
- module
mlsynth.utils.sdid_helpers.setup
- module
mlsynth.utils.sdid_helpers.structures
- module
mlsynth.utils.sdid_helpers.weights
- module
mlsynth.utils.seq_sdid_helpers.algorithm
- module
mlsynth.utils.seq_sdid_helpers.inference
- module
mlsynth.utils.seq_sdid_helpers.plotter
- module
mlsynth.utils.seq_sdid_helpers.setup
- module
mlsynth.utils.seq_sdid_helpers.structures
- module
mlsynth.utils.seq_sdid_helpers.weights
- module
mlsynth.utils.shc_helpers.inference
- module
mlsynth.utils.shc_helpers.monte_carlo
- module
mlsynth.utils.shc_helpers.orchestration
- module
mlsynth.utils.shc_helpers.plotter
- module
mlsynth.utils.shc_helpers.setup
- module
mlsynth.utils.shc_helpers.simulation
- module
mlsynth.utils.shc_helpers.structures
- module
mlsynth.utils.si_helpers.estimation
- module
mlsynth.utils.si_helpers.orchestration
- module
mlsynth.utils.si_helpers.plotter
- module
mlsynth.utils.si_helpers.setup
- module
mlsynth.utils.si_helpers.simulation
- module
mlsynth.utils.si_helpers.structures
- module
mlsynth.utils.siv_helpers.ensemble
- module
mlsynth.utils.siv_helpers.inference
- module
mlsynth.utils.siv_helpers.plotter
- module
mlsynth.utils.siv_helpers.projection
- module
mlsynth.utils.siv_helpers.setup
- module
mlsynth.utils.siv_helpers.simulation
- module
mlsynth.utils.siv_helpers.structures
- module
mlsynth.utils.siv_helpers.twosls
- module
mlsynth.utils.siv_helpers.weights
- module
mlsynth.utils.snn_helpers.completion
- module
mlsynth.utils.snn_helpers.pipeline
- module
mlsynth.utils.snn_helpers.setup
- module
mlsynth.utils.snn_helpers.structures
- module
mlsynth.utils.sparse_sc_helpers.inference
- module
mlsynth.utils.sparse_sc_helpers.inner
- module
mlsynth.utils.sparse_sc_helpers.objective
- module
mlsynth.utils.sparse_sc_helpers.optimization
- module
mlsynth.utils.sparse_sc_helpers.plotter
- module
mlsynth.utils.sparse_sc_helpers.setup
- module
mlsynth.utils.sparse_sc_helpers.structures
- module
mlsynth.utils.spcd_helpers.formulation
- module
mlsynth.utils.spcd_helpers.holdout
- module
mlsynth.utils.spcd_helpers.inference
- module
mlsynth.utils.spcd_helpers.iteration_norm_spcd
- module
mlsynth.utils.spcd_helpers.iteration_spcd
- module
mlsynth.utils.spcd_helpers.orchestration
- module
mlsynth.utils.spcd_helpers.plotter
- module
mlsynth.utils.spcd_helpers.power
- module
mlsynth.utils.spcd_helpers.results_assembly
- module
mlsynth.utils.spcd_helpers.setup
- module
mlsynth.utils.spcd_helpers.spectral_init
- module
mlsynth.utils.spcd_helpers.structures
- module
mlsynth.utils.spcd_helpers.treatment_effect
- module
mlsynth.utils.spcd_helpers.weights_empirical
- module
mlsynth.utils.spcd_helpers.weights_exact
- module
mlsynth.utils.spillsynth_helpers.cd.estimation
- module
mlsynth.utils.spillsynth_helpers.cd.inference
- module
mlsynth.utils.spillsynth_helpers.cd.pipeline
- module
mlsynth.utils.spillsynth_helpers.cd.scm_core
- module
mlsynth.utils.spillsynth_helpers.cd.sensitivity
- module
mlsynth.utils.spillsynth_helpers.setup
- module
mlsynth.utils.spillsynth_helpers.structures
- module
mlsynth.utils.spotsynth_helpers.bayes
- module
mlsynth.utils.spotsynth_helpers.debias
- module
mlsynth.utils.spotsynth_helpers.pipeline
- module
mlsynth.utils.spotsynth_helpers.replication
- module
mlsynth.utils.spotsynth_helpers.sc
- module
mlsynth.utils.spotsynth_helpers.screen
- module
mlsynth.utils.spotsynth_helpers.setup
- module
mlsynth.utils.spotsynth_helpers.simulation
- module
mlsynth.utils.spotsynth_helpers.structures
- module
mlsynth.utils.spsydid_helpers.pipeline
- module
mlsynth.utils.spsydid_helpers.setup
- module
mlsynth.utils.spsydid_helpers.spatial
- module
mlsynth.utils.spsydid_helpers.structures
- module
mlsynth.utils.spsydid_helpers.weights
- module
mlsynth.utils.ssc_helpers.estimation
- module
mlsynth.utils.ssc_helpers.pipeline
- module
mlsynth.utils.ssc_helpers.replication
- module
mlsynth.utils.ssc_helpers.setup
- module
mlsynth.utils.ssc_helpers.simulation
- module
mlsynth.utils.ssc_helpers.structures
- module
mlsynth.utils.ssc_helpers.weights
- module
mlsynth.utils.syndes_helpers.formulation
- module
mlsynth.utils.syndes_helpers.inference
- module
mlsynth.utils.syndes_helpers.optimization
- module
mlsynth.utils.syndes_helpers.power
- module
mlsynth.utils.syndes_helpers.setup
- module
mlsynth.utils.syndes_helpers.structures
- module
mlsynth.utils.tasc_helpers.em
- module
mlsynth.utils.tasc_helpers.filtering
- module
mlsynth.utils.tasc_helpers.inference
- module
mlsynth.utils.tasc_helpers.mstep
- module
mlsynth.utils.tasc_helpers.orchestration
- module
mlsynth.utils.tasc_helpers.plotter
- module
mlsynth.utils.tasc_helpers.setup
- module
mlsynth.utils.tasc_helpers.smoothing
- module
mlsynth.utils.tasc_helpers.structures
- module
mlsynth.utils.tssc_helpers.estimation
- module
mlsynth.utils.tssc_helpers.plotter
- module
mlsynth.utils.tssc_helpers.results_assembly
- module
mlsynth.utils.tssc_helpers.selection
- module
mlsynth.utils.tssc_helpers.setup
- module
mlsynth.utils.tssc_helpers.simulation
- module
mlsynth.utils.tssc_helpers.structures
- module
mlsynth.utils.vanillasc_helpers.engine
- module
mlsynth.utils.vanillasc_helpers.lto
- module
mlsynth.utils.vanillasc_helpers.pipeline
- module
mlsynth.utils.vanillasc_helpers.scpi
- module
mode (mlsynth.config_models.SequentialSDIDConfig attribute)
- (mlsynth.config_models.SIVConfig attribute)
- (mlsynth.config_models.SYNDESConfig attribute)
- (mlsynth.utils.hsc_helpers.structures.HSCResults property)
- (mlsynth.utils.marex_helpers.structures.MAREXResults property)
- (mlsynth.utils.proximal_helpers.structures.PROXIMALResults property)
- (mlsynth.utils.seq_sdid_helpers.structures.SeqSDIDResults attribute)
- (mlsynth.utils.si_helpers.structures.SIResults property)
- (mlsynth.utils.spcd_helpers.structures.SPCDMultiArmResults property)
- (mlsynth.utils.spcd_helpers.structures.SPCDResults property)
- (mlsynth.utils.syndes_helpers.structures.SYNDESDesign attribute)
- (mlsynth.utils.syndes_helpers.structures.SYNDESMultiArmResults property)
- (mlsynth.utils.syndes_helpers.structures.SYNDESProblemComponents attribute)
- (mlsynth.utils.syndes_helpers.structures.SYNDESResults property)
- (mlsynth.utils.tssc_helpers.structures.TSSCResults property)
model (mlsynth.utils.ctsc_helpers.simulation.SimulationSummary attribute)
model_average() (in module mlsynth.utils.scmo_helpers.estimation)
model_config (mlsynth.config_models.BVSSConfig attribute)
- (mlsynth.config_models.CLUSTERSCConfig attribute)
- (mlsynth.config_models.CTSCConfig attribute)
- (mlsynth.config_models.DSCARConfig attribute)
- (mlsynth.config_models.DSCConfig attribute)
- (mlsynth.config_models.FDIDConfig attribute)
- (mlsynth.config_models.FMAConfig attribute)
- (mlsynth.config_models.FSCMConfig attribute)
- (mlsynth.config_models.HSCConfig attribute)
- (mlsynth.config_models.ISCMConfig attribute)
- (mlsynth.config_models.LEXSCMConfig attribute)
- (mlsynth.config_models.MAREXConfig attribute)
- (mlsynth.config_models.MASCConfig attribute)
- (mlsynth.config_models.MCNNMConfig attribute)
- (mlsynth.config_models.MicroSynthConfig attribute)
- (mlsynth.config_models.MLSCConfig attribute)
- (mlsynth.config_models.MSQRTConfig attribute)
- (mlsynth.config_models.MUSCConfig attribute)
- (mlsynth.config_models.NSCConfig attribute)
- (mlsynth.config_models.PANGEOConfig attribute)
- (mlsynth.config_models.PDAConfig attribute)
- (mlsynth.config_models.PPSCMConfig attribute)
- (mlsynth.config_models.PROXIMALConfig attribute)
- (mlsynth.config_models.RESCMConfig attribute)
- (mlsynth.config_models.RMSIConfig attribute)
- (mlsynth.config_models.SBCConfig attribute)
- (mlsynth.config_models.SCMOConfig attribute)
- (mlsynth.config_models.SDIDConfig attribute)
- (mlsynth.config_models.SequentialSDIDConfig attribute)
- (mlsynth.config_models.SHCConfig attribute)
- (mlsynth.config_models.SIConfig attribute)
- (mlsynth.config_models.SIVConfig attribute)
- (mlsynth.config_models.SNNConfig attribute)
- (mlsynth.config_models.SparseSCConfig attribute)
- (mlsynth.config_models.SPCDConfig attribute)
- (mlsynth.config_models.SPILLSYNTHConfig attribute)
- (mlsynth.config_models.SPOTSYNTHConfig attribute)
- (mlsynth.config_models.SpSyDiDConfig attribute)
- (mlsynth.config_models.SSCConfig attribute)
- (mlsynth.config_models.SYNDESConfig attribute)
- (mlsynth.config_models.TASCConfig attribute)
- (mlsynth.config_models.TSSCConfig attribute)
- (mlsynth.config_models.VanillaSCConfig attribute)
module
- mlsynth.estimators.bvss
- mlsynth.estimators.clustersc
- mlsynth.estimators.ctsc
- mlsynth.estimators.dsc
- mlsynth.estimators.dscar
- mlsynth.estimators.fdid
- mlsynth.estimators.fma
- mlsynth.estimators.fscm
- mlsynth.estimators.hsc
- mlsynth.estimators.iscm
- mlsynth.estimators.laxscm
- mlsynth.estimators.lexscm
- mlsynth.estimators.masc
- mlsynth.estimators.mcnnm
- mlsynth.estimators.microsynth
- mlsynth.estimators.mlsc
- mlsynth.estimators.msqrt
- mlsynth.estimators.musc
- mlsynth.estimators.nsc
- mlsynth.estimators.pangeo
- mlsynth.estimators.pda
- mlsynth.estimators.ppscm
- mlsynth.estimators.proximal
- mlsynth.estimators.rmsi
- mlsynth.estimators.sbc
- mlsynth.estimators.scexp
- mlsynth.estimators.scmo
- mlsynth.estimators.sdid
- mlsynth.estimators.seq_sdid
- mlsynth.estimators.si
- mlsynth.estimators.siv
- mlsynth.estimators.snn
- mlsynth.estimators.sparse_sc
- mlsynth.estimators.spcd
- mlsynth.estimators.spillsynth
- mlsynth.estimators.spotsynth
- mlsynth.estimators.spsydid
- mlsynth.estimators.ssc
- mlsynth.estimators.syndes
- mlsynth.estimators.tasc
- mlsynth.estimators.tssc
- mlsynth.estimators.vanillasc
- mlsynth.utils.bvss_helpers.gibbs_pair
- mlsynth.utils.bvss_helpers.inference
- mlsynth.utils.bvss_helpers.mh
- mlsynth.utils.bvss_helpers.plotter
- mlsynth.utils.bvss_helpers.posterior
- mlsynth.utils.bvss_helpers.sampler
- mlsynth.utils.bvss_helpers.setup
- mlsynth.utils.bvss_helpers.structures
- mlsynth.utils.clustersc_helpers.pcr.bayesian
- mlsynth.utils.clustersc_helpers.pcr.clustering
- mlsynth.utils.clustersc_helpers.pcr.convex
- mlsynth.utils.clustersc_helpers.pcr.frequentist
- mlsynth.utils.clustersc_helpers.pcr.hsvt
- mlsynth.utils.clustersc_helpers.pcr.inference
- mlsynth.utils.clustersc_helpers.pcr.pipeline
- mlsynth.utils.clustersc_helpers.plotter
- mlsynth.utils.clustersc_helpers.rpca.clustering
- mlsynth.utils.clustersc_helpers.rpca.fpca
- mlsynth.utils.clustersc_helpers.rpca.hqf
- mlsynth.utils.clustersc_helpers.rpca.inference
- mlsynth.utils.clustersc_helpers.rpca.pcp
- mlsynth.utils.clustersc_helpers.rpca.pipeline
- mlsynth.utils.clustersc_helpers.rpca.tuning
- mlsynth.utils.clustersc_helpers.rpca.weights
- mlsynth.utils.clustersc_helpers.setup
- mlsynth.utils.clustersc_helpers.structures
- mlsynth.utils.ctsc_helpers.estimate
- mlsynth.utils.ctsc_helpers.inference
- mlsynth.utils.ctsc_helpers.pipeline
- mlsynth.utils.ctsc_helpers.setup
- mlsynth.utils.ctsc_helpers.simulation
- mlsynth.utils.ctsc_helpers.structures
- mlsynth.utils.datautils
- mlsynth.utils.dsc_helpers.aggregation
- mlsynth.utils.dsc_helpers.inference
- mlsynth.utils.dsc_helpers.pipeline
- mlsynth.utils.dsc_helpers.quantiles
- mlsynth.utils.dsc_helpers.setup
- mlsynth.utils.dsc_helpers.structures
- mlsynth.utils.dsc_helpers.weights
- mlsynth.utils.dscar_helpers.inference
- mlsynth.utils.dscar_helpers.pipeline
- mlsynth.utils.dscar_helpers.setup
- mlsynth.utils.dscar_helpers.structures
- mlsynth.utils.dscar_helpers.weights
- mlsynth.utils.fast_scm_helpers.fast_scm_control
- mlsynth.utils.fast_scm_helpers.fast_scm_setup
- mlsynth.utils.fast_scm_helpers.lexpower
- mlsynth.utils.fast_scm_helpers.lexsearch
- mlsynth.utils.fast_scm_helpers.lexselect
- mlsynth.utils.fdid_helpers.estimation
- mlsynth.utils.fdid_helpers.inference
- mlsynth.utils.fdid_helpers.plotter
- mlsynth.utils.fdid_helpers.results_assembly
- mlsynth.utils.fdid_helpers.setup
- mlsynth.utils.fdid_helpers.simulation
- mlsynth.utils.fdid_helpers.structures
- mlsynth.utils.fma_helpers.factors
- mlsynth.utils.fma_helpers.fit
- mlsynth.utils.fma_helpers.inference
- mlsynth.utils.fma_helpers.plotter
- mlsynth.utils.fma_helpers.setup
- mlsynth.utils.fma_helpers.simulation
- mlsynth.utils.fma_helpers.structures
- mlsynth.utils.fscm_helpers.bilevel.simplex
- mlsynth.utils.fscm_helpers.bilevel.solver
- mlsynth.utils.fscm_helpers.bilevel.stages
- mlsynth.utils.fscm_helpers.bilevel.structure
- mlsynth.utils.fscm_helpers.estimation
- mlsynth.utils.fscm_helpers.plotter
- mlsynth.utils.fscm_helpers.setup
- mlsynth.utils.fscm_helpers.structures
- mlsynth.utils.helperutils
- mlsynth.utils.hsc_helpers.forecast
- mlsynth.utils.hsc_helpers.formulation
- mlsynth.utils.hsc_helpers.optimization
- mlsynth.utils.hsc_helpers.orchestration
- mlsynth.utils.hsc_helpers.plotter
- mlsynth.utils.hsc_helpers.setup
- mlsynth.utils.hsc_helpers.structures
- mlsynth.utils.iscm_helpers.estimate
- mlsynth.utils.iscm_helpers.inference
- mlsynth.utils.iscm_helpers.pipeline
- mlsynth.utils.iscm_helpers.setup
- mlsynth.utils.iscm_helpers.structures
- mlsynth.utils.iscm_helpers.weights
- mlsynth.utils.laxscm_helpers.estimation
- mlsynth.utils.laxscm_helpers.inference
- mlsynth.utils.laxscm_helpers.setup
- mlsynth.utils.laxscm_helpers.specs
- mlsynth.utils.laxscm_helpers.structures
- mlsynth.utils.marex_helpers.formulation
- mlsynth.utils.marex_helpers.inference
- mlsynth.utils.marex_helpers.optimization
- mlsynth.utils.marex_helpers.orchestration
- mlsynth.utils.marex_helpers.plotter
- mlsynth.utils.marex_helpers.setup
- mlsynth.utils.marex_helpers.simulation
- mlsynth.utils.marex_helpers.structures
- mlsynth.utils.masc_helpers.crossval
- mlsynth.utils.masc_helpers.estimation
- mlsynth.utils.masc_helpers.orchestration
- mlsynth.utils.masc_helpers.plotter
- mlsynth.utils.masc_helpers.setup
- mlsynth.utils.masc_helpers.structures
- mlsynth.utils.mcnnm_helpers.completion
- mlsynth.utils.mcnnm_helpers.pipeline
- mlsynth.utils.mcnnm_helpers.setup
- mlsynth.utils.mcnnm_helpers.structures
- mlsynth.utils.microsynth_helpers.diagnostics
- mlsynth.utils.microsynth_helpers.dual_solver
- mlsynth.utils.microsynth_helpers.inference
- mlsynth.utils.microsynth_helpers.plotter
- mlsynth.utils.microsynth_helpers.setup
- mlsynth.utils.microsynth_helpers.structures
- mlsynth.utils.mlsc_helpers.inference
- mlsynth.utils.mlsc_helpers.optimization
- mlsynth.utils.mlsc_helpers.penalty
- mlsynth.utils.mlsc_helpers.plotter
- mlsynth.utils.mlsc_helpers.setup
- mlsynth.utils.mlsc_helpers.simulation
- mlsynth.utils.mlsc_helpers.structures
- mlsynth.utils.mlsc_helpers.variance
- mlsynth.utils.msqrt_helpers.optimization
- mlsynth.utils.msqrt_helpers.pipeline
- mlsynth.utils.msqrt_helpers.replication
- mlsynth.utils.msqrt_helpers.setup
- mlsynth.utils.msqrt_helpers.simulation
- mlsynth.utils.msqrt_helpers.structures
- mlsynth.utils.musc_helpers.estimation
- mlsynth.utils.musc_helpers.inference
- mlsynth.utils.musc_helpers.orchestration
- mlsynth.utils.musc_helpers.plotter
- mlsynth.utils.musc_helpers.setup
- mlsynth.utils.musc_helpers.structures
- mlsynth.utils.nsc_helpers.crossval
- mlsynth.utils.nsc_helpers.inference
- mlsynth.utils.nsc_helpers.optimization
- mlsynth.utils.nsc_helpers.plotter
- mlsynth.utils.nsc_helpers.setup
- mlsynth.utils.nsc_helpers.structures
- mlsynth.utils.pangeo_helpers.effects
- mlsynth.utils.pangeo_helpers.mip
- mlsynth.utils.pangeo_helpers.parallelism
- mlsynth.utils.pangeo_helpers.pipeline
- mlsynth.utils.pangeo_helpers.power
- mlsynth.utils.pangeo_helpers.setup
- mlsynth.utils.pangeo_helpers.simulation
- mlsynth.utils.pangeo_helpers.structures
- mlsynth.utils.pda_helpers.fs.estimation
- mlsynth.utils.pda_helpers.fs.inference
- mlsynth.utils.pda_helpers.inference
- mlsynth.utils.pda_helpers.l2.estimation
- mlsynth.utils.pda_helpers.l2.inference
- mlsynth.utils.pda_helpers.lasso.estimation
- mlsynth.utils.pda_helpers.lasso.inference
- mlsynth.utils.pda_helpers.orchestration
- mlsynth.utils.pda_helpers.setup
- mlsynth.utils.pda_helpers.structures
- mlsynth.utils.post_fit, [1], [2]
- mlsynth.utils.ppscm_helpers.engine
- mlsynth.utils.ppscm_helpers.inference
- mlsynth.utils.ppscm_helpers.setup
- mlsynth.utils.ppscm_helpers.structures
- mlsynth.utils.proximal_helpers.bridges
- mlsynth.utils.proximal_helpers.dr.estimation
- mlsynth.utils.proximal_helpers.inference
- mlsynth.utils.proximal_helpers.orchestration
- mlsynth.utils.proximal_helpers.pi.estimation
- mlsynth.utils.proximal_helpers.pipost.estimation
- mlsynth.utils.proximal_helpers.pipw.estimation
- mlsynth.utils.proximal_helpers.pis.estimation
- mlsynth.utils.proximal_helpers.plotter
- mlsynth.utils.proximal_helpers.setup
- mlsynth.utils.proximal_helpers.spsc.conformal
- mlsynth.utils.proximal_helpers.spsc.estimation
- mlsynth.utils.proximal_helpers.structures
- mlsynth.utils.rmsi_helpers.core
- mlsynth.utils.rmsi_helpers.pipeline
- mlsynth.utils.rmsi_helpers.replication
- mlsynth.utils.rmsi_helpers.setup
- mlsynth.utils.rmsi_helpers.simulation
- mlsynth.utils.rmsi_helpers.structures
- mlsynth.utils.sbc_helpers.hamilton
- mlsynth.utils.sbc_helpers.orchestration
- mlsynth.utils.sbc_helpers.plotter
- mlsynth.utils.sbc_helpers.setup
- mlsynth.utils.sbc_helpers.structures
- mlsynth.utils.sbc_helpers.synthetic
- mlsynth.utils.sbc_helpers.trend_forecast
- mlsynth.utils.scmo_helpers.estimation
- mlsynth.utils.scmo_helpers.inference
- mlsynth.utils.scmo_helpers.matrix_builder
- mlsynth.utils.scmo_helpers.orchestration
- mlsynth.utils.scmo_helpers.setup
- mlsynth.utils.scmo_helpers.solvers
- mlsynth.utils.scmo_helpers.structures
- mlsynth.utils.scpi_helpers.intervals
- mlsynth.utils.scpi_helpers.moments
- mlsynth.utils.scpi_helpers.structures
- mlsynth.utils.sdid_helpers.cohort
- mlsynth.utils.sdid_helpers.event_study
- mlsynth.utils.sdid_helpers.inference
- mlsynth.utils.sdid_helpers.orchestration
- mlsynth.utils.sdid_helpers.plotter
- mlsynth.utils.sdid_helpers.setup
- mlsynth.utils.sdid_helpers.structures
- mlsynth.utils.sdid_helpers.weights
- mlsynth.utils.seq_sdid_helpers.algorithm
- mlsynth.utils.seq_sdid_helpers.inference
- mlsynth.utils.seq_sdid_helpers.plotter
- mlsynth.utils.seq_sdid_helpers.setup
- mlsynth.utils.seq_sdid_helpers.structures
- mlsynth.utils.seq_sdid_helpers.weights
- mlsynth.utils.shc_helpers.inference
- mlsynth.utils.shc_helpers.monte_carlo
- mlsynth.utils.shc_helpers.orchestration
- mlsynth.utils.shc_helpers.plotter
- mlsynth.utils.shc_helpers.setup
- mlsynth.utils.shc_helpers.simulation
- mlsynth.utils.shc_helpers.structures
- mlsynth.utils.si_helpers.estimation
- mlsynth.utils.si_helpers.orchestration
- mlsynth.utils.si_helpers.plotter
- mlsynth.utils.si_helpers.setup
- mlsynth.utils.si_helpers.simulation
- mlsynth.utils.si_helpers.structures
- mlsynth.utils.siv_helpers.ensemble
- mlsynth.utils.siv_helpers.inference
- mlsynth.utils.siv_helpers.plotter
- mlsynth.utils.siv_helpers.projection
- mlsynth.utils.siv_helpers.setup
- mlsynth.utils.siv_helpers.simulation
- mlsynth.utils.siv_helpers.structures
- mlsynth.utils.siv_helpers.twosls
- mlsynth.utils.siv_helpers.weights
- mlsynth.utils.snn_helpers.completion
- mlsynth.utils.snn_helpers.pipeline
- mlsynth.utils.snn_helpers.setup
- mlsynth.utils.snn_helpers.structures
- mlsynth.utils.sparse_sc_helpers.inference
- mlsynth.utils.sparse_sc_helpers.inner
- mlsynth.utils.sparse_sc_helpers.objective
- mlsynth.utils.sparse_sc_helpers.optimization
- mlsynth.utils.sparse_sc_helpers.plotter
- mlsynth.utils.sparse_sc_helpers.setup
- mlsynth.utils.sparse_sc_helpers.structures
- mlsynth.utils.spcd_helpers.formulation
- mlsynth.utils.spcd_helpers.holdout
- mlsynth.utils.spcd_helpers.inference
- mlsynth.utils.spcd_helpers.iteration_norm_spcd
- mlsynth.utils.spcd_helpers.iteration_spcd
- mlsynth.utils.spcd_helpers.orchestration
- mlsynth.utils.spcd_helpers.plotter
- mlsynth.utils.spcd_helpers.power
- mlsynth.utils.spcd_helpers.results_assembly
- mlsynth.utils.spcd_helpers.setup
- mlsynth.utils.spcd_helpers.spectral_init
- mlsynth.utils.spcd_helpers.structures
- mlsynth.utils.spcd_helpers.treatment_effect
- mlsynth.utils.spcd_helpers.weights_empirical
- mlsynth.utils.spcd_helpers.weights_exact
- mlsynth.utils.spillsynth_helpers.cd.estimation
- mlsynth.utils.spillsynth_helpers.cd.inference
- mlsynth.utils.spillsynth_helpers.cd.pipeline
- mlsynth.utils.spillsynth_helpers.cd.scm_core
- mlsynth.utils.spillsynth_helpers.cd.sensitivity
- mlsynth.utils.spillsynth_helpers.setup
- mlsynth.utils.spillsynth_helpers.structures
- mlsynth.utils.spotsynth_helpers.bayes
- mlsynth.utils.spotsynth_helpers.debias
- mlsynth.utils.spotsynth_helpers.pipeline
- mlsynth.utils.spotsynth_helpers.replication
- mlsynth.utils.spotsynth_helpers.sc
- mlsynth.utils.spotsynth_helpers.screen
- mlsynth.utils.spotsynth_helpers.setup
- mlsynth.utils.spotsynth_helpers.simulation
- mlsynth.utils.spotsynth_helpers.structures
- mlsynth.utils.spsydid_helpers.pipeline
- mlsynth.utils.spsydid_helpers.setup
- mlsynth.utils.spsydid_helpers.spatial
- mlsynth.utils.spsydid_helpers.structures
- mlsynth.utils.spsydid_helpers.weights
- mlsynth.utils.ssc_helpers.estimation
- mlsynth.utils.ssc_helpers.pipeline
- mlsynth.utils.ssc_helpers.replication
- mlsynth.utils.ssc_helpers.setup
- mlsynth.utils.ssc_helpers.simulation
- mlsynth.utils.ssc_helpers.structures
- mlsynth.utils.ssc_helpers.weights
- mlsynth.utils.syndes_helpers.formulation
- mlsynth.utils.syndes_helpers.inference
- mlsynth.utils.syndes_helpers.optimization
- mlsynth.utils.syndes_helpers.power
- mlsynth.utils.syndes_helpers.setup
- mlsynth.utils.syndes_helpers.structures
- mlsynth.utils.tasc_helpers.em
- mlsynth.utils.tasc_helpers.filtering
- mlsynth.utils.tasc_helpers.inference
- mlsynth.utils.tasc_helpers.mstep
- mlsynth.utils.tasc_helpers.orchestration
- mlsynth.utils.tasc_helpers.plotter
- mlsynth.utils.tasc_helpers.setup
- mlsynth.utils.tasc_helpers.smoothing
- mlsynth.utils.tasc_helpers.structures
- mlsynth.utils.tssc_helpers.estimation
- mlsynth.utils.tssc_helpers.plotter
- mlsynth.utils.tssc_helpers.results_assembly
- mlsynth.utils.tssc_helpers.selection
- mlsynth.utils.tssc_helpers.setup
- mlsynth.utils.tssc_helpers.simulation
- mlsynth.utils.tssc_helpers.structures
- mlsynth.utils.vanillasc_helpers.engine
- mlsynth.utils.vanillasc_helpers.lto
- mlsynth.utils.vanillasc_helpers.pipeline
- mlsynth.utils.vanillasc_helpers.scpi
monte_carlo_shc() (in module mlsynth.utils.shc_helpers.monte_carlo)
mscc_beta (mlsynth.utils.tssc_helpers.structures.TSSCSelection attribute)
mscmt_maxiter (mlsynth.config_models.VanillaSCConfig attribute)
mscmt_popsize (mlsynth.config_models.VanillaSCConfig attribute)
mspe() (in module mlsynth.utils.fscm_helpers.bilevel.simplex)
MSQRT (class in mlsynth.estimators.msqrt)
MSQRTConfig (class in mlsynth.config_models)
MSQRTInputs (class in mlsynth.utils.msqrt_helpers.structures)
MSQRTResults (class in mlsynth.utils.msqrt_helpers.structures)
mu (mlsynth.utils.bvss_helpers.structures.BVSSPosterior attribute)
mu_used (mlsynth.utils.clustersc_helpers.rpca.pcp.PCPResult attribute)
MUSC (class in mlsynth.estimators.musc)
MUSCCohortFit (class in mlsynth.utils.musc_helpers.structures)
MUSCConfig (class in mlsynth.config_models)
MUSCInference (class in mlsynth.utils.musc_helpers.structures)
MUSCInputs (class in mlsynth.utils.musc_helpers.structures)
MUSCMultiCohortResults (class in mlsynth.utils.musc_helpers.structures)
MUSCResults (class in mlsynth.utils.musc_helpers.structures)
MUSCVariantFit (class in mlsynth.utils.musc_helpers.structures)

N

O

P

Q

q (mlsynth.config_models.CLUSTERSCConfig attribute)

R

S

T

U

V

W

X

Y

Z