{"id":"W1579398868","doi":"10.2139/ssrn.1948673","title":"Partially Dimension-Reduced Regressions with Potentially Infinite-Dimensional Processes","year":2011,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Statistical Methods and Inference","field":"Mathematics","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Center for Interuniversity Research and Analysis on Organizations; McGill University","funders":"","keywords":"Dimension (graph theory); Econometrics; Sufficient dimension reduction; Mathematics; Statistics; Statistical physics; Regression; Combinatorics; Physics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0239683,0.001841825,0.004321718,0.00195495,0.001145596,0.004601062,0.003530882,0.003013015,0.003568852],"category_scores_gemma":[0.1119522,0.002438338,0.002775011,0.002039302,0.004762128,0.00923903,0.005067571,0.005925989,0.0007724204],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001682307,"about_ca_system_score_gemma":0.002293018,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002828382,"about_ca_topic_score_gemma":0.003373823,"domain_scores_codex":[0.9794112,0.01403805,0.001040678,0.002811044,0.001819349,0.000879635],"domain_scores_gemma":[0.8291216,0.139884,0.007911329,0.01897798,0.002882732,0.001222293],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0004166821,0.0001879404,0.006907206,0.0004772744,0.0006628682,0.0007620552,0.0004842479,0.2377508,0.001539762,0.715852,0.003343625,0.03161554],"study_design_scores_gemma":[0.00005528619,0.00005221484,0.001381788,0.00005246757,0.0000993494,0.0001451605,0.00004120128,0.5519202,0.0005316543,0.4442263,0.0014397,0.00005459943],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.0395906,0.0008868155,0.9555184,0.001471088,0.00009976028,0.00004718458,0.0005678396,0.0003795294,0.001438796],"genre_scores_gemma":[0.7412741,0.001796417,0.2423393,0.0009713732,0.00104179,0.0005095773,0.002306667,0.0002359694,0.00952467],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.0239683,"threshold_uncertainty_score":0.126758,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06069819481503914,"score_gpt":0.3192076099985768,"score_spread":0.2585094151835376,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}