{"@":"mapping","items":[["version","synthetic-portfolio-review-v1"],["provenance",{"@":"mapping","items":[["fixture","synthetic-portfolio-review-v1"],["seed",426],["data_as_of","2025-02-03"],["source","Synthetic mechanics example \u00b7 fictional holdings and generated prices \u00b7 as of 3 February 2025. No live market data or client information. Numerical mechanics checked; empirical investment benefit unavailable."],["training",{"@":"mapping","items":[["train_start","2024-01-03"],["train_end","2024-10-03"],["evaluation_end","2025-02-03"],["min_train",126],["min_evaluation",20],["max_factors",4],["max_condition",100.0],["hac_lags",5],["method","OLS with intercept; no regularization"],["policy_origin","exposure-ols-v1: fixed diagnostic safeguards, not validated investment thresholds"]]}],["risk_window",{"@":"list","items":["2024-01-03","2025-02-03"]}],["weights_as_of","2025-02-03"],["policy","buy_and_hold; initial capital 50/50; no cash, leverage, costs or trades"],["license","Generated fixture data may be copied and redistributed with its synthetic provenance."],["inference_contract",{"@":"mapping","items":[["schema_version",1],["model_fit_id","8e24a891310a19b96262"],["model_fingerprint","f75485931d3b8cfbe531002daacdc874291cef3ddfe6ec020b4447cbc43d3250"],["training_start","2024-01-03 00:00:00"],["parameters_fit_through","2024-10-03 00:00:00"],["parameters_available_at",null],["state_identity_scope","IDs are local to this fitted model; use training-only matching diagnostics across refits."],["timestamp_precision","Explicit UTC timestamps only where supplied; otherwise observation dates, historical eligibility unavailable"],["return_interval","Features and portfolio close-to-close return ending at t describe t; decisions can affect only a subsequent executable interval."],["observation_clock","One transition per retained complete model observation; gaps are disclosed, not assumed daily steps."],["observation_gap_days_max",4.0],["conditioning","P(component_t | observation_t, fixed fitted parameters); no temporal transition model"],["note","Assignments use current filtered membership (mixtures: current-observation responsibilities). Training rows are in-sample under parameters fitted through the training cutoff. Later rows use frozen parameters; historical deployability additionally requires verified parameter availability, data vintages and decision timestamps. Membership is not forecast calibration."],["data_policy",{"@":"mapping","items":[]}],["assignment_policy","Unique maximum membership; ties within 1e-12 are unassigned. No smoothing."],["fit_diagnostics",{"@":"mapping","items":[["iterations",12],["likelihood_history_retained_by_library",{"@":"list","items":[]}],["last_likelihood_change",null],["library_converged",true],["tolerance_reached_without_decrease",null],["iteration_limit_reached",false],["transition_estimation","No temporal transition model"],["stickiness",null],["interpretation","Numerical convergence and persistence are diagnostics, not evidence of better prediction. MAP prior fitting can decrease observed-data likelihood."]]}],["predictive_validation",false],["filter_boundary","Terminal training posterior propagated into contiguous evaluation; never reset startprob at split."]]}]]}],["disclosure","Synthetic mechanics example \u00b7 fictional holdings and generated prices \u00b7 as of 3 February 2025. No live market data or client information. Numerical mechanics checked; empirical investment benefit 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with intercept; no regularization"],["policy_origin","exposure-ols-v1: fixed diagnostic safeguards, not validated investment thresholds"]]}],["factors",{"@":"list","items":[{"@":"mapping","items":[["factor_id","synthetic_sleeve"],["name","Fictional return sleeve"],["kind","investable_sleeve"],["instrument_id","FIXTURE:EXAMPLEF"],["source","Repository deterministic generator synthetic-portfolio-review-v1"],["unit","decimal_simple_total_return"],["transform","simple_total_return"],["frequency","daily"],["interpretation","Generated common return component. Mechanics-only research specification; no real investable instrument, pure style factor or economic claim."],["calendar","XNYS"],["currency","USD"],["numerical_scale",1.0],["version","synthetic-portfolio-review-v1"]]}]}],["target_unit","decimal_simple_total_return"],["provenance",{"@":"mapping","items":[["fixture","synthetic-portfolio-review-v1"],["seed",426],["data_as_of","2025-02-03"],["source","Synthetic mechanics example \u00b7 fictional holdings and generated prices \u00b7 as of 3 February 2025. No live market data or client information. Numerical mechanics checked; empirical investment benefit unavailable."],["training",{"@":"mapping","items":[["train_start","2024-01-03"],["train_end","2024-10-03"],["evaluation_end","2025-02-03"],["min_train",126],["min_evaluation",20],["max_factors",4],["max_condition",100.0],["hac_lags",5],["method","OLS with intercept; no regularization"],["policy_origin","exposure-ols-v1: fixed diagnostic safeguards, not validated investment thresholds"]]}],["risk_window",{"@":"list","items":["2024-01-03","2025-02-03"]}],["weights_as_of","2025-02-03"],["policy","buy_and_hold; initial capital 50/50; no cash, leverage, costs or trades"],["license","Generated fixture data may be copied and redistributed with its synthetic provenance."],["inference_contract",{"@":"mapping","items":[["schema_version",1],["model_fit_id","8e24a891310a19b96262"],["model_fingerprint","f75485931d3b8cfbe531002daacdc874291cef3ddfe6ec020b4447cbc43d3250"],["training_start","2024-01-03 00:00:00"],["parameters_fit_through","2024-10-03 00:00:00"],["parameters_available_at",null],["state_identity_scope","IDs are local to this fitted model; use training-only matching diagnostics across refits."],["timestamp_precision","Explicit UTC timestamps only where supplied; otherwise observation dates, historical eligibility unavailable"],["return_interval","Features and portfolio close-to-close return ending at t describe t; decisions can affect only a subsequent executable interval."],["observation_clock","One transition per retained complete model observation; gaps are disclosed, not assumed daily steps."],["observation_gap_days_max",4.0],["conditioning","P(component_t | observation_t, fixed fitted parameters); no temporal transition model"],["note","Assignments use current filtered membership (mixtures: current-observation responsibilities). 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incorporate training observations later than or at this row; not a historical decision record.","In-sample: fitted parameters incorporate training observations later than or at this row; not a historical decision record.","In-sample: fitted parameters incorporate training observations later than or at this row; not a historical decision record.","In-sample: fitted parameters incorporate training observations later than or at this row; not a historical decision record.","In-sample: fitted parameters incorporate training observations later than or at this row; not a historical decision record.","In-sample: fitted parameters incorporate training observations later than or at this row; not a historical decision record.","In-sample: fitted parameters incorporate training observations later than or at this row; not a historical decision record.","In-sample: fitted parameters incorporate training observations later than or at this row; not a historical decision record.","In-sample: fitted parameters incorporate training observations later than or at this row; not a historical decision record.","In-sample: fitted parameters incorporate training observations later than or at this row; not a historical decision record.","In-sample: fitted parameters incorporate training observations later than or at this row; not a historical decision record.","In-sample: fitted parameters incorporate training observations later than or at this row; not a historical decision record.","In-sample: fitted parameters incorporate training observations later than or at this row; not a historical decision record.","In-sample: fitted parameters incorporate training observations later than or at this row; not a historical decision record.","In-sample: fitted parameters incorporate training observations later than or at this row; not a historical decision record.","In-sample: fitted parameters incorporate training observations later than or at this row; not a historical decision record.","In-sample: fitted parameters incorporate training observations later than or at this row; not a historical decision record.","In-sample: fitted parameters incorporate training observations later than or at this row; not a historical decision record.","In-sample: fitted parameters incorporate training observations later than or at this row; not a historical decision record.","In-sample: fitted parameters incorporate training observations later than or at this row; not a historical decision record.","In-sample: fitted parameters incorporate training observations later than or at this row; not a historical decision record.","In-sample: fitted parameters incorporate training observations later than or at this row; not a historical decision record.","In-sample: fitted parameters incorporate training observations later than or at this row; not a historical decision record.","In-sample: fitted parameters incorporate training observations later than or at this row; not a historical decision record.","In-sample: fitted parameters incorporate training observations later than or at this row; not a historical decision record.","In-sample: fitted parameters incorporate training observations later than or at this row; not a historical decision record.","In-sample: fitted parameters incorporate training observations later than or at this row; not a historical decision record.","In-sample: fitted parameters incorporate training observations later than or at this row; not a historical decision record.","In-sample: fitted parameters incorporate training observations later than or at this row; not a historical decision record.","In-sample: fitted parameters incorporate training observations later than or at this row; not a historical decision record.","In-sample: fitted parameters incorporate training observations later than or at this row; not a historical decision record.","In-sample: fitted parameters incorporate training observations later than or at this row; not a historical decision record.","In-sample: fitted parameters incorporate training observations later than or at this row; not a historical decision record.","In-sample: fitted parameters incorporate training observations later than or at this row; not a historical decision record.","In-sample: fitted parameters incorporate training observations later than or at this row; not a historical decision record.","In-sample: fitted parameters incorporate training observations later than or at this row; not a historical decision record.","In-sample: fitted parameters incorporate training observations later than or at this row; not a historical decision record.","In-sample: fitted parameters incorporate training observations later than or at this row; not a historical decision record.","In-sample: fitted parameters incorporate training observations later than or at this row; not a historical decision record.","In-sample: fitted parameters incorporate training observations later than or at this row; not a historical decision record.","In-sample: fitted parameters incorporate training observations later than or at this row; not a historical decision record.","In-sample: fitted parameters incorporate training observations later than or at this row; not a historical decision record.","In-sample: fitted parameters incorporate training observations later than or at this row; not a historical decision record.","In-sample: fitted parameters incorporate training observations later than or at this row; not a historical decision record.","In-sample: fitted parameters incorporate training observations later than or at this row; not a historical decision record.","In-sample: fitted parameters incorporate training observations later than or at this row; not a historical decision record.","In-sample: fitted parameters incorporate training observations later than or at this row; not a historical decision record.","In-sample: fitted parameters incorporate training observations later than or at this row; not a historical decision record.","In-sample: fitted parameters incorporate training observations later than or at this row; not a historical decision record.","In-sample: fitted parameters incorporate training observations later than or at this row; not a historical decision record.","In-sample: fitted parameters incorporate training observations later than or at this row; not a historical decision record.","In-sample: fitted parameters incorporate training observations later than or at this row; not a historical decision record.","In-sample: fitted parameters incorporate training observations later than or at this row; not a historical decision record.","In-sample: fitted parameters incorporate training observations later than or at this row; not a historical decision record.","In-sample: fitted parameters incorporate training observations later than or at this row; not a historical decision record.","In-sample: fitted parameters incorporate training observations later than or at this row; not a historical decision record.","In-sample: fitted parameters incorporate training observations later than or at this row; not a historical decision record.","In-sample: fitted parameters incorporate training observations later than or at this row; not a historical decision record.","In-sample: fitted parameters incorporate training observations later than or at this row; not a historical decision record.","In-sample: fitted parameters incorporate training observations later than or at this row; not a historical decision record.","In-sample: fitted parameters incorporate training observations later than or at this row; not a historical decision record.","In-sample: fitted parameters incorporate training observations later than or at this row; not a historical decision record.","In-sample: fitted parameters incorporate training observations later than or at this row; not a historical decision record.","In-sample: fitted parameters incorporate training observations later than or at this row; not a historical decision record.","In-sample: fitted parameters incorporate training observations later than or at this row; not a historical decision record.","In-sample: fitted parameters incorporate training observations later than or at this row; not a historical decision record.","In-sample: fitted parameters incorporate training observations later than or at this row; not a historical decision record.","In-sample: fitted parameters incorporate training observations later than or at this row; not a historical decision record.","In-sample: fitted parameters incorporate training observations later than or at this row; not a historical decision record.","In-sample: fitted parameters incorporate training observations later than or at this row; not a historical decision record.","In-sample: fitted parameters incorporate training observations later than or at this row; not a historical decision record.","In-sample: fitted parameters incorporate training observations later than or at this row; not a historical decision record.","In-sample: fitted parameters incorporate training observations later than or at this row; not a historical decision record.","In-sample: fitted parameters incorporate training observations later than or at this row; not a historical decision record.","In-sample: fitted parameters incorporate training observations later than or at this row; not a historical decision record.","In-sample: fitted parameters incorporate training observations later than or at this row; not a historical decision record.","In-sample: fitted parameters incorporate training observations later than or at this row; not a historical decision record.","In-sample: fitted parameters incorporate training observations later than or at this row; not a historical decision record.","In-sample: fitted parameters incorporate training observations later than or at this row; not a historical decision record.","In-sample: fitted parameters incorporate training observations later than or at this row; not a historical decision record.","In-sample: fitted parameters incorporate training observations later than or at this row; not a historical decision record.","In-sample: fitted parameters incorporate training observations later than or at this row; not a historical decision record.","In-sample: fitted parameters incorporate training observations later than or at this row; not a historical decision record.","In-sample: fitted parameters incorporate training observations later than or at this row; not a historical decision record.","In-sample: fitted parameters incorporate training observations later than or at this row; not a historical decision record.","In-sample: fitted parameters incorporate training observations later than or at this row; not a historical decision record.","In-sample: fitted parameters incorporate training observations later than or at this row; not a historical decision record.","In-sample: fitted parameters incorporate training observations later than or at this row; not a historical decision record.","In-sample: fitted parameters incorporate training observations later than or at this row; not a historical decision record.","In-sample: fitted parameters incorporate training observations later than or at this row; not a historical decision record.","In-sample: fitted parameters incorporate training observations later than or at this row; not a historical decision record.","In-sample: fitted parameters incorporate training observations later than or at this row; not a historical decision record.","In-sample: fitted parameters incorporate training observations later than or at this row; not a historical decision record.","In-sample: fitted parameters incorporate training observations later than or at this row; not a historical decision record.","In-sample: fitted parameters incorporate training observations later than or at this row; not a historical decision record.","In-sample: fitted parameters incorporate training observations later than or at this row; not a historical decision record.","In-sample: fitted parameters incorporate training observations later than or at this row; not a historical decision record.","In-sample: fitted parameters incorporate training observations later than or at this row; not a historical decision record.","In-sample: fitted parameters incorporate training observations later than or at this row; not a historical decision record.","In-sample: fitted parameters incorporate training observations later than or at this row; not a historical decision record.","In-sample: fitted parameters incorporate training observations later than or at this row; not a historical decision record.","In-sample: fitted parameters incorporate training observations later than or at this row; not a historical decision record.","In-sample: fitted parameters incorporate training observations later than or at this row; not a historical decision record.","In-sample: fitted parameters incorporate training observations later than or at this row; not a historical decision record.","In-sample: fitted parameters incorporate training observations later than or at this row; not a historical decision record.","In-sample: fitted parameters incorporate training observations later than or at this row; not a historical decision record.","In-sample: fitted parameters incorporate training observations later than or at this row; not a historical decision record.","In-sample: fitted parameters incorporate training observations later than or at this row; not a historical decision record.","In-sample: fitted parameters incorporate training observations later than or at this row; not a historical decision record.","In-sample: fitted parameters incorporate training observations later than or at this row; not a historical decision record.","In-sample: fitted parameters incorporate training observations later than or at this row; not a historical decision record.","In-sample: fitted parameters incorporate training observations later than or at this row; not a historical decision record.","In-sample: fitted parameters incorporate training observations later than or at this row; not a historical decision record.","In-sample: fitted parameters incorporate training observations later than or at this row; not a historical decision record.","In-sample: fitted parameters incorporate training observations later than or at this row; not a historical decision record.","In-sample: fitted parameters incorporate training observations later than or at this row; not a historical decision record.","In-sample: fitted parameters incorporate training observations later than or at this row; not a historical decision record.","In-sample: fitted parameters incorporate training observations later than or at this row; not a historical decision record.","In-sample: fitted parameters incorporate training observations later than or at this row; not a historical decision record.","Historical parameter/data availability timestamps or vintage evidence unavailable.","Historical parameter/data availability timestamps or vintage evidence unavailable.","Historical parameter/data availability timestamps or vintage evidence unavailable.","Historical parameter/data availability timestamps or vintage evidence unavailable.","Historical parameter/data availability timestamps or vintage evidence unavailable.","Historical parameter/data availability timestamps or vintage evidence unavailable.","Historical parameter/data availability timestamps or vintage evidence unavailable.","Historical parameter/data availability timestamps or vintage evidence unavailable.","Historical parameter/data availability timestamps or vintage evidence unavailable.","Historical parameter/data availability timestamps or vintage evidence unavailable.","Historical parameter/data availability timestamps or vintage evidence unavailable.","Historical parameter/data availability timestamps or vintage evidence unavailable.","Historical parameter/data availability timestamps or vintage evidence unavailable.","Historical parameter/data availability timestamps or vintage evidence unavailable.","Historical parameter/data availability timestamps or vintage evidence unavailable.","Historical parameter/data availability timestamps or vintage evidence unavailable.","Historical parameter/data availability timestamps or vintage evidence unavailable.","Historical parameter/data availability timestamps or vintage evidence unavailable.","Historical parameter/data availability timestamps or vintage evidence unavailable.","Historical parameter/data availability timestamps or vintage evidence unavailable.","Historical parameter/data availability timestamps or vintage evidence unavailable.","Historical parameter/data availability timestamps or vintage evidence unavailable.","Historical parameter/data availability timestamps or vintage evidence unavailable.","Historical parameter/data availability timestamps or vintage evidence unavailable.","Historical parameter/data availability timestamps or vintage evidence unavailable.","Historical parameter/data availability timestamps or vintage evidence unavailable.","Historical parameter/data availability timestamps or vintage evidence unavailable.","Historical parameter/data availability timestamps or vintage evidence unavailable.","Historical parameter/data availability timestamps or vintage evidence unavailable.","Historical parameter/data availability timestamps or vintage evidence unavailable.","Historical parameter/data availability timestamps or vintage evidence unavailable.","Historical parameter/data availability timestamps or vintage evidence unavailable.","Historical parameter/data availability timestamps or vintage evidence unavailable.","Historical parameter/data availability timestamps or vintage evidence unavailable.","Historical parameter/data availability timestamps or vintage evidence unavailable.","Historical parameter/data availability timestamps or vintage evidence unavailable.","Historical parameter/data availability timestamps or vintage evidence unavailable.","Historical parameter/data availability timestamps or vintage evidence unavailable.","Historical parameter/data availability timestamps or vintage evidence unavailable.","Historical parameter/data availability timestamps or vintage evidence unavailable.","Historical parameter/data availability timestamps or vintage evidence unavailable.","Historical parameter/data availability timestamps or vintage evidence unavailable.","Historical parameter/data availability timestamps or vintage evidence unavailable.","Historical parameter/data availability timestamps or vintage evidence unavailable.","Historical parameter/data availability timestamps or vintage evidence unavailable.","Historical parameter/data availability timestamps or vintage evidence unavailable.","Historical parameter/data availability timestamps or vintage evidence unavailable.","Historical parameter/data availability timestamps or vintage evidence unavailable.","Historical parameter/data availability timestamps or vintage evidence unavailable.","Historical parameter/data availability timestamps or vintage evidence unavailable.","Historical parameter/data availability timestamps or vintage evidence unavailable.","Historical parameter/data availability timestamps or vintage evidence unavailable.","Historical parameter/data availability timestamps or vintage evidence unavailable.","Historical parameter/data availability timestamps or vintage evidence unavailable.","Historical parameter/data availability timestamps or vintage evidence unavailable.","Historical parameter/data availability timestamps or vintage evidence unavailable.","Historical parameter/data availability timestamps or vintage evidence unavailable.","Historical parameter/data availability timestamps or vintage evidence unavailable.","Historical parameter/data availability timestamps or vintage evidence unavailable.","Historical parameter/data availability timestamps or vintage evidence unavailable.","Historical parameter/data availability timestamps or vintage evidence unavailable.","Historical parameter/data availability timestamps or vintage evidence unavailable.","Historical parameter/data availability timestamps or vintage evidence unavailable.","Historical parameter/data availability timestamps or vintage evidence unavailable.","Historical parameter/data availability timestamps or vintage evidence unavailable.","Historical parameter/data availability timestamps or vintage evidence unavailable.","Historical parameter/data availability timestamps or vintage evidence unavailable.","Historical parameter/data availability timestamps or vintage evidence unavailable.","Historical parameter/data availability timestamps or vintage evidence unavailable.","Historical parameter/data availability timestamps or vintage evidence unavailable.","Historical parameter/data availability timestamps or vintage evidence unavailable.","Historical parameter/data availability timestamps or vintage evidence unavailable.","Historical parameter/data availability timestamps or vintage evidence unavailable.","Historical parameter/data availability timestamps or vintage evidence unavailable.","Historical parameter/data availability timestamps or vintage evidence unavailable.","Historical parameter/data availability timestamps or vintage evidence unavailable.","Historical parameter/data availability timestamps or vintage evidence unavailable.","Historical parameter/data availability timestamps or vintage evidence unavailable.","Historical parameter/data availability timestamps or vintage evidence unavailable.","Historical parameter/data availability timestamps or vintage evidence unavailable.","Historical parameter/data availability timestamps or vintage evidence unavailable.","Historical parameter/data availability timestamps 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full vectors are unavailable; valid values are unchanged."],["invalid_probability_rows",0],["inference_contract",{"@":"mapping","items":[["schema_version",1],["model_fit_id","8e24a891310a19b96262"],["model_fingerprint","f75485931d3b8cfbe531002daacdc874291cef3ddfe6ec020b4447cbc43d3250"],["training_start","2024-01-03 00:00:00"],["parameters_fit_through","2024-10-03 00:00:00"],["parameters_available_at",null],["state_identity_scope","IDs are local to this fitted model; use training-only matching diagnostics across refits."],["timestamp_precision","Explicit UTC timestamps only where supplied; otherwise observation dates, historical eligibility unavailable"],["return_interval","Features and portfolio close-to-close return ending at t describe t; decisions can affect only a subsequent executable interval."],["observation_clock","One transition per retained complete model observation; gaps are disclosed, not assumed daily steps."],["observation_gap_days_max",4.0],["conditioning","P(component_t | observation_t, fixed fitted parameters); no temporal transition model"],["note","Assignments use current filtered membership (mixtures: current-observation responsibilities). Training rows are in-sample under parameters fitted through the training cutoff. Later rows use frozen parameters; historical deployability additionally requires verified parameter availability, data vintages and decision timestamps. Membership is not forecast calibration."],["data_policy",{"@":"mapping","items":[]}],["assignment_policy","Unique maximum membership; ties within 1e-12 are unassigned. No smoothing."],["fit_diagnostics",{"@":"mapping","items":[["iterations",12],["likelihood_history_retained_by_library",{"@":"list","items":[]}],["last_likelihood_change",null],["library_converged",true],["tolerance_reached_without_decrease",null],["iteration_limit_reached",false],["transition_estimation","No temporal transition model"],["stickiness",null],["interpretation","Numerical convergence and persistence are diagnostics, not evidence of better prediction. MAP prior fitting can decrease observed-data likelihood."]]}],["predictive_validation",false],["filter_boundary","Terminal training posterior propagated into contiguous evaluation; never reset startprob at 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00:00:00"],["parameters_fit_through","2024-10-03 00:00:00"],["parameters_available_at",null],["state_identity_scope","IDs are local to this fitted model; use training-only matching diagnostics across refits."],["timestamp_precision","Explicit UTC timestamps only where supplied; otherwise observation dates, historical eligibility unavailable"],["return_interval","Features and portfolio close-to-close return ending at t describe t; decisions can affect only a subsequent executable interval."],["observation_clock","One transition per retained complete model observation; gaps are disclosed, not assumed daily steps."],["observation_gap_days_max",4.0],["conditioning","P(component_t | observation_t, fixed fitted parameters); no temporal transition model"],["note","Assignments use current filtered membership (mixtures: current-observation responsibilities). Training rows are in-sample under parameters fitted through the training cutoff. Later rows use frozen parameters; historical deployability additionally requires verified parameter availability, data vintages and decision timestamps. Membership is not forecast calibration."],["data_policy",{"@":"mapping","items":[]}],["assignment_policy","Unique maximum membership; ties within 1e-12 are unassigned. No smoothing."],["fit_diagnostics",{"@":"mapping","items":[["iterations",12],["likelihood_history_retained_by_library",{"@":"list","items":[]}],["last_likelihood_change",null],["library_converged",true],["tolerance_reached_without_decrease",null],["iteration_limit_reached",false],["transition_estimation","No temporal transition model"],["stickiness",null],["interpretation","Numerical convergence and persistence are diagnostics, not evidence of better prediction. MAP prior fitting can decrease observed-data likelihood."]]}],["predictive_validation",false],["filter_boundary","Terminal training posterior propagated into contiguous evaluation; never reset startprob at split."]]}]]},"dtype":"Int64","index":{"@":"datetimeindex","name":null,"tz":null,"values":[{"@":"timestamp","value":"2024-01-03T00:00:00"},{"@":"timestamp","value":"2024-01-04T00:00:00"},{"@":"timestamp","value":"2024-01-05T00:00:00"},{"@":"timestamp","value":"2024-01-08T00:00:00"},{"@":"timestamp","value":"2024-01-09T00:00:00"},{"@":"timestamp","value":"2024-01-10T00:00:00"},{"@":"timestamp","value":"2024-01-11T00:00:00"},{"@":"timestamp","value":"2024-01-12T00:00:00"},{"@":"timestamp","value":"2024-01-16T00:00:00"},{"@":"timestamp","value":"2024-01-17T00:00:00"},{"@":"timestamp","value":"2024-01-18T00:00:00"},{"@":"timestamp","value":"2024-01-19T00:00:00"},{"@":"timestamp","value":"2024-01-22T00:00:00"},{"@":"timestamp","value":"2024-01-23T00:00:00"},{"@":"timestamp","value":"2024-01-24T00:00:00"},{"@":"timestamp","value":"2024-01-25T00:00:00"},{"@":"timestamp","value":"2024-01-26T00:00:00"},{"@":"timestamp","value":"2024-01-29T00:00:00"},{"@":"timestamp","value":"2024-01-30T00:00:00"},{"@":"timestamp","value":"2024-01-31T00:00:00"},{"@":"timestamp","value":"2024-02-01T00:00:00"},{"@":"timestamp","value":"2024-02-02T00:00:00"},{"@":"timestamp","value":"2024-02-05T00:00:00"},{"@":"timestamp","value":"2024-02-06T00:00:00"},{"@":"timestamp","value":"2024-02-07T00:00:00"},{"@":"timestamp","value":"2024-02-08T00:00:00"},{"@":"timestamp","value":"2024-02-09T00:00:00"},{"@":"timestamp","value":"2024-02-12T00:00:00"},{"@":"timestamp","value":"2024-02-13T00:00:00"},{"@":"timestamp","value":"2024-02-14T00:00:00"},{"@":"timestamp","value":"2024-02-15T00:00:00"},{"@":"timestamp","value":"2024-02-16T00:00:00"},{"@":"timestamp","value":"2024-02-20T00:00:00"},{"@":"timestamp","value":"2024-02-21T00:00:00"},{"@":"timestamp","value":"2024-02-22T00:00:00"},{"@":"timestamp","value":"2024-02-23T00:00:00"},{"@":"timestamp","value":"2024-02-26T00:00:00"},{"@":"timestamp","value":"2024-02-27T00:00:00"},{"@":"timestamp","value":"2024-02-28T00:00:00"},{"@":"timestamp","value":"2024-02-29T00:00:00"},{"@":"timestamp","value":"2024-03-01T00:00:00"},{"@":"timestamp","value":"2024-03-04T00:00:00"},{"@":"timestamp","value":"2024-03-05T00:00:00"},{"@":"timestamp","value":"2024-03-06T00:00:00"},{"@":"timestamp","value":"2024-03-07T00:00:00"},{"@":"timestamp","value":"2024-03-08T00:00:00"},{"@":"timestamp","value":"2024-03-11T00:00:00"},{"@":"timestamp","value":"2024-03-12T00:00:00"},{"@":"timestamp","value":"2024-03-13T00:00:00"},{"@":"timestamp","value":"2024-03-14T00:00:00"},{"@":"timestamp","value":"2024-03-15T00:00:00"},{"@":"timestamp","value":"2024-03-18T00:00:00"},{"@":"timestamp","value":"2024-03-19T00:00:00"},{"@":"timestamp","value":"2024-03-20T00:00:00"},{"@":"timestamp","value":"2024-03-21T00:00:00"},{"@":"timestamp","value":"2024-03-22T00:00:00"},{"@":"timestamp","value":"2024-03-25T00:00:00"},{"@":"timestamp","value":"2024-03-26T00:00:00"},{"@":"timestamp","value":"2024-03-27T00:00:00"},{"@":"timestamp","value":"2024-03-28T00:00:00"},{"@":"timestamp","value":"2024-04-01T00:00:00"},{"@":"timestamp","value":"2024-04-02T00:00:00"},{"@":"timestamp","value":"2024-04-03T00:00:00"},{"@":"timestamp","value":"2024-04-04T00:00:00"},{"@":"timestamp","value":"2024-04-05T00:00:00"},{"@":"timestamp","value":"2024-04-08T00:00:00"},{"@":"timestamp","value":"2024-04-09T00:00:00"},{"@":"timestamp","value":"2024-04-10T00:00:00"},{"@":"timestamp","value":"2024-04-11T00:00:00"},{"@":"timestamp","value":"2024-04-12T00:00:00"},{"@":"timestamp","value":"2024-04-15T00:00:00"},{"@":"timestamp","value":"2024-04-16T00:00:00"},{"@":"timestamp","value":"2024-04-17T00:00:00"},{"@":"timestamp","value":"2024-04-18T00:00:00"},{"@":"timestamp","value":"2024-04-19T00:00:00"},{"@":"timestamp","value":"2024-04-22T00:00:00"},{"@":"timestamp","value":"2024-04-23T00:00:00"},{"@":"timestamp","value":"2024-04-24T00:00:00"},{"@":"timestamp","value":"2024-04-25T00:00:00"},{"@":"timestamp","value":"2024-04-26T00:00:00"},{"@":"timestamp","value":"2024-04-29T00:00:00"},{"@":"timestamp","value":"2024-04-30T00:00:00"},{"@":"timestamp","value":"2024-05-01T00:00:00"},{"@":"timestamp","value":"2024-05-02T00:00:00"},{"@":"timestamp","value":"2024-05-03T00:00:00"},{"@":"timestamp","value":"2024-05-06T00:00:00"},{"@":"timestamp","value":"2024-05-07T00:00:00"},{"@":"timestamp","value":"2024-05-08T00:00:00"},{"@":"timestamp","value":"2024-05-09T00:00:00"},{"@":"timestamp","value":"2024-05-10T00:00:00"},{"@":"timestamp","value":"2024-05-13T00:00:00"},{"@":"timestamp","value":"2024-05-14T00:00:00"},{"@":"timestamp","value":"2024-05-15T00:00:00"},{"@":"timestamp","value":"2024-05-16T00:00:00"},{"@":"timestamp","value":"2024-05-17T00:00:00"},{"@":"timestamp","value":"2024-05-20T00:00:00"},{"@":"timestamp","value":"2024-05-21T00:00:00"},{"@":"timestamp","value":"2024-05-22T00:00:00"},{"@":"timestamp","value":"2024-05-23T00:00:00"},{"@":"timestamp","value":"2024-05-24T00:00:00"},{"@":"timestamp","value":"2024-05-28T00:00:00"},{"@":"timestamp","value":"2024-05-29T00:00:00"},{"@":"timesta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mechanics example \u00b7 fictional holdings and generated prices \u00b7 as of 3 February 2025. No live market data or client information. Numerical mechanics checked; empirical investment benefit unavailable."],["training",{"@":"mapping","items":[["train_start","2024-01-03"],["train_end","2024-10-03"],["evaluation_end","2025-02-03"],["min_train",126],["min_evaluation",20],["max_factors",4],["max_condition",100.0],["hac_lags",5],["method","OLS with intercept; no regularization"],["policy_origin","exposure-ols-v1: fixed diagnostic safeguards, not validated investment thresholds"]]}],["risk_window",{"@":"list","items":["2024-01-03","2025-02-03"]}],["weights_as_of","2025-02-03"],["policy","buy_and_hold; initial capital 50/50; no cash, leverage, costs or trades"],["license","Generated fixture data may be copied and redistributed with its synthetic provenance."],["inference_contract",{"@":"mapping","items":[["schema_version",1],["model_fit_id","8e24a891310a19b96262"],["model_fingerprint","f75485931d3b8cfbe531002daacdc874291cef3ddfe6ec020b4447cbc43d3250"],["training_start","2024-01-03 00:00:00"],["parameters_fit_through","2024-10-03 00:00:00"],["parameters_available_at",null],["state_identity_scope","IDs are local to this fitted model; use training-only matching diagnostics across refits."],["timestamp_precision","Explicit UTC timestamps only where supplied; otherwise observation dates, historical eligibility unavailable"],["return_interval","Features and portfolio close-to-close return ending at t describe t; decisions can affect only a subsequent executable interval."],["observation_clock","One transition per retained complete model observation; gaps are disclosed, not assumed daily steps."],["observation_gap_days_max",4.0],["conditioning","P(component_t | observation_t, fixed fitted parameters); no temporal transition model"],["note","Assignments use current filtered membership (mixtures: current-observation responsibilities). Training rows are in-sample under parameters fitted through the training cutoff. Later rows use frozen parameters; historical deployability additionally requires verified parameter availability, data vintages and decision timestamps. Membership is not forecast calibration."],["data_policy",{"@":"mapping","items":[]}],["assignment_policy","Unique maximum membership; ties within 1e-12 are unassigned. No smoothing."],["fit_diagnostics",{"@":"mapping","items":[["iterations",12],["likelihood_history_retained_by_library",{"@":"list","items":[]}],["last_likelihood_change",null],["library_converged",true],["tolerance_reached_without_decrease",null],["iteration_limit_reached",false],["transition_estimation","No temporal transition model"],["stickiness",null],["interpretation","Numerical convergence and persistence are diagnostics, not evidence of better prediction. MAP prior fitting can decrease observed-data likelihood."]]}],["predictive_validation",false],["filter_boundary","Terminal training posterior propagated into contiguous evaluation; never reset startprob at split."]]}]]}],["target_unit","decimal simple total return"],["covariance_unit","decimal return squared per session"],["moment_convention","Probability-weighted finite-sample population central moments (denominator sum of weights); no unbiasedness claim."],["covariance_model","Joint [f,e] shrinkage toward blockdiag(S_f,diag(diag(S_e))); Sigma_assets=B S_f B.T + S_e + B S_fe + S_ef B.T."],["allocation_convention","Asset variance allocation w_i*(Sigma*w)_i (half variance Euler derivative); volatility allocation divides by portfolio sigma. Factor quadratic terms use x_k*(S_f*x)_k; full residual block and both cross terms are separate components. Negative terms are retained."],["horizon","One-session historical covariance; annualized variance = daily variance * 252 and volatility = daily volatility * sqrt(252), assuming zero serial covariance for this scale convention. No multi-period forecast."],["portfolio_reference","The explicitly supplied saved closing capital weights, held fixed for this covariance projection. Historical drifting/rebalanced account-model returns are reported separately."],["observations",272],["positive_weight_observations",272],["effective_sample_size",272.0],["required_effective_sample_size",30],["joint_dimension",3],["sample_start","2024-01-03"],["sample_end","2025-02-03"],["effective_sample_limitation","Kish weight ESS does not count serially independent observations; contiguous-block diagnostics address some serial dependence."],["measured_joint_rank",3],["active_joint_dimensions",3],["standardized_positive_subspace_condition",1.1661018046977436],["rank_policy","Singular PSD covariance is a defined reduced-rank estimate; no inversion or claim of fully identified independent directions. Shrinkage never waives the ESS/dimension gate."]]}],["risk_summary",{"@":"mapping","items":[["model_daily_variance",1.8495205816582413e-05],["model_daily_volatility",0.004300605284908441],["model_annualized_variance",0.004660791865778768],["model_annualized_volatility",0.0682699924255069],["measured_fixed_weights_daily_variance",1.8597123281001515e-05],["actual_policy_daily_variance",1.8350283189729376e-05],["model_minus_measured_daily_variance",-1.0191746441910138e-07],["asset_covariance_rank",2],["measured_covariance_rank",2],["asset_dimension",2],["effective_sample_size",272.0],["component_reconciliation_error",3.3881317890172014e-21],["asset_reconciliation_error",0.0]]}],["risk_assets",{"@":"frame","attrs":{"@":"mapping","items":[]},"column_data":[{"dtype":"float64","values":[0.48357557257546274,0.5164244274245372]},{"dtype":"float64","values":[1.952334773528825e-05,-1.0281419187058365e-06]},{"dtype":"float64","values":[0.00453967440439117,-0.00023906911948273006]},{"dtype":"float64","values":[1.055589644630179,-0.055589644630179035]},{"dtype":"float64","values":[1.574083733354987e-05,-3.6206566138090846e-06]},{"dtype":"float64","values":[3.816534370585278e-06,2.45796931323266e-06]},{"dtype":"float64","values":[-3.4023968846897624e-08,1.345453818705876e-07]}],"columns":{"@":"index","dtype":"object","name":null,"values":["Capital weight","Variance contribution","Volatility contribution","Variance share","Factor variance allocation","Residual variance allocation","Cross variance allocation"]},"index":{"@":"index","dtype":"object","name":null,"values":["YAHOO:EXAMPLEEQ","YAHOO:EXAMPLEBD"]}}],["risk_components",{"@":"frame","attrs":{"@":"mapping","items":[]},"column_data":[{"dtype":"object","values":["synthetic_sleeve","Residual covariance block","Factor/residual cross terms"]},{"dtype":"object","values":["Factor quadratic allocation","Residual","Cross"]},{"dtype":"float64","values":[1.2120180719740787e-05,6.274503683817938e-06,1.0052141302369006e-07]},{"dtype":"float64","values":[0.0028182499710616483,0.0014589815312361363,2.337378261065643e-05]},{"dtype":"float64","values":[0.6553147253367728,0.3392502763171389,0.005434998346088405]}],"columns":{"@":"index","dtype":"object","name":null,"values":["Component","Kind","Variance contribution","Volatility contribution","Variance share"]},"index":{"@":"index","dtype":"int64","name":null,"values":[0,1,2]}}],["risk_covariance",{"@":"frame","attrs":{"@":"mapping","items":[]},"column_data":[{"dtype":"float64","values":[0.00010198247585704749,-1.731780045960046e-05]},{"dtype":"float64","values":[-1.7317800459600455e-05,1.2361111144844695e-05]}],"columns":{"@":"index","dtype":"object","name":null,"values":["YAHOO:EXAMPLEEQ","YAHOO:EXAMPLEBD"]},"index":{"@":"index","dtype":"object","name":null,"values":["YAHOO:EXAMPLEEQ","YAHOO:EXAMPLEBD"]}}],["conditional_diagnostics",{"@":"frame","attrs":{"@":"mapping","items":[]},"column_data":[{"dtype":"int64","values":[0,1]},{"dtype":"object","values":["ESTIMATED","ESTIMATED"]},{"dtype":"int64","values":[272,272]},{"dtype":"float64","values":[187.20384456524653,149.94164129999794]},{"dtype":"int64","values":[30,30]},{"dtype":"int64","values":[2,2]},{"dtype":"int64","values":[2,2]},{"dtype":"object","values":[null,null]}],"columns":{"@":"index","dtype":"object","name":null,"values":["State ID","Status","Observations","Weight ESS","Required ESS","Measured asset rank","Model asset rank","Reason"]},"index":{"@":"index","dtype":"int64","name":null,"values":[0,1]}}],["structure_summary",{"@":"mapping","items":[["mode","covariance"],["rank",2],["dimension",2],["panel_eigenvalue_participation_ratio",1.1722778628063324],["panel_pc1_share",0.9201428795090737],["portfolio_eigenspace_participation_ratio",1.4074340760377004],["interpretation","Eigenvalue participation describes the selected panel. Portfolio concentration uses lambda*(v.T*w)^2 and inverse squared shares; tied eigenvectors are grouped into identifiable eigenspaces. This is not Shannon entropy, independent economic bets or causal factor identification."]]}]]}