{"id":"W2116652186","doi":"10.5539/ijsp.v3n1p55","title":"Testing Equality of Nonparametric Quantile Regression Functions","year":2014,"lang":"en","type":"article","venue":"International Journal of Statistics and Probability","topic":"Agricultural risk and resilience","field":"Agricultural and Biological Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Nonparametric statistics; Quantile regression; Quantile; Mathematics; Econometrics; Nonparametric regression; Statistics; Regression; Quantile function; Regression analysis; Probability distribution","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0198761,0.000646706,0.001462389,0.002249297,0.0004896643,0.001645142,0.002347039,0.001599167,0.002101269],"category_scores_gemma":[0.08694351,0.0003604981,0.001025436,0.001461521,0.003656355,0.003264778,0.002812432,0.002419349,0.0003427169],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007120188,"about_ca_system_score_gemma":0.001073669,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005561037,"about_ca_topic_score_gemma":0.0002423583,"domain_scores_codex":[0.9830415,0.01094708,0.0007573873,0.001947229,0.002737166,0.000569594],"domain_scores_gemma":[0.9027876,0.08404786,0.005271887,0.004479642,0.002893848,0.0005191793],"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":[0.0007604334,0.0004288648,0.0486471,0.0004568511,0.0006217443,0.000788572,0.0007925183,0.3436171,0.01360898,0.3728946,0.001261365,0.2161219],"study_design_scores_gemma":[0.00008190107,0.0005712561,0.01373034,0.00006324769,0.00006615109,0.0003157619,0.000160052,0.8297453,0.006356931,0.147218,0.001620544,0.00007046591],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.04372903,0.0001238145,0.9547356,0.0001073347,0.00002729614,0.00003858561,0.00006897403,0.0001497671,0.001019521],"genre_scores_gemma":[0.8908126,0.0002190752,0.1071169,0.0001489149,0.0001342776,0.0002196668,0.000328181,0.0001069009,0.0009135073],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.0198761,"threshold_uncertainty_score":0.1051162,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03480569521903545,"score_gpt":0.2845641937819476,"score_spread":0.2497584985629121,"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."}}