{"call_id":"call_f91d58c4","run_id":"20261015T165744Z-suite-paper_repro-scripted-def9df/paper_repro.mmv_2011.tab20_1_c2.tool/e1a1","step":"data","kind":"note","name":"data.transform","version":"","code_version":"62cdbe0860ad","inputs":{"dataset":"gov_transfers","index":0,"op":"derive","args":{"name":"Income_Below","op":"negate","args":{"column":"Income_Centered"}}},"input_digest":"","dataset_digests":{},"result":null,"outputs":{"rows_before":1948,"rows_after":1948,"frame_sha256_before":"2600b9da8866ad58c495eb606b025cf7957d0969e750a6a86969bcd03e8faa76","frame_sha256_after":"ee25bc8672392d74aa124b1f295a152c7535bd2d306ed08a52b235e4ddbe5113"},"output_digest":"","params_versions":[],"sources":[],"started_at":"2026-10-15T16:57:56.562697Z","duration_ms":0.36470801569521427,"error":null,"decided_by":"code","rationale":"","cached":false,"informed_by":[],"model":null,"prompt":null,"response":null,"tokens_in":null,"tokens_out":null,"meta":{}}
{"call_id":"call_0c20886e","run_id":"20261015T165744Z-suite-paper_repro-scripted-def9df/paper_repro.mmv_2011.tab20_1_c2.tool/e1a1","step":"analysis","kind":"tool","name":"infer.rdd","version":"0.1.0","code_version":"62cdbe0860ad","inputs":{"dataset":"gov_transfers","y":"Support","running":"Income_Below","cutoff":0.0,"bandwidth":0.01,"kernel":"triangular","polynomial":1,"cluster":null,"subset":null,"level":0.95},"input_digest":"8b8ef036e90fe5e9f6e2330a6969dd7fb22a18198adac4d013de5f3e62cb5b3f","dataset_digests":{"gov_transfers":"ee25bc8672392d74aa124b1f295a152c7535bd2d306ed08a52b235e4ddbe5113"},"result":{"tool":"infer.rdd","version":"0.1.0","call_id":"call_0c20886e","status":"ok","reason":"","figures":[{"key":"effect","value":0.03348175396085768,"unit":"","label":"Jump in Support at the cutoff of Income_Below","se":0.04419589592144589,"ci_low":-0.05314061030965694,"ci_high":0.12010411823137229,"ci_level":0.95,"derivation":{"steps":[{"text_pt":"Ajuste linear ponderado (kernel triangular) de cada lado do limiar, com janela h (informada); o efeito é a diferença entre os dois ajustes no limiar.","formula":"","terms":[{"symbol":"h","value":0.01,"unit":"","note":"janela (informada)"},{"symbol":"n_esq","value":400.0,"unit":"observações abaixo do limiar","note":""},{"symbol":"n_dir","value":537.0,"unit":"observações acima do limiar","note":""}],"result":0.03348175396085768,"unit":""},{"text_pt":"Erro-padrão robusto à heterocedasticidade (HC1): a raiz da variância estimada do coeficiente.","formula":"ep = √V_jj","terms":[{"symbol":"V_jj","value":0.0019532772162992773,"unit":"","note":"diagonal da matriz de covariância"}],"result":0.04419589592144589,"unit":""},{"text_pt":"Intervalo de 95% de confiança: a estimativa mais ou menos o valor crítico da distribuição normal vezes o erro-padrão.","formula":"IC = τ ± c · ep","terms":[{"symbol":"τ","value":0.03348175396085768,"unit":"","note":""},{"symbol":"c","value":1.959963984540054,"unit":"","note":"quantil 0.975"},{"symbol":"ep","value":0.04419589592144589,"unit":"","note":""}],"result":null,"unit":""}],"note_pt":""}}],"diagnostics":[{"name":"bandwidth","value":0.01,"flag":false,"note":"half-width of the window around the cutoff (informada)"},{"name":"bandwidth_method","value":"user","flag":false,"note":""},{"name":"n_left","value":400,"flag":false,"note":"observations with positive weight below the cutoff"},{"name":"n_right","value":537,"flag":false,"note":"observations with positive weight at or above the cutoff"},{"name":"kernel","value":"triangular","flag":false,"note":""},{"name":"polynomial","value":1,"flag":false,"note":""},{"name":"bandwidth_sensitive","value":false,"flag":false,"note":"the estimates at half and double the bandwidth fall inside the main interval"},{"name":"n_obs","value":1948,"flag":false,"note":"rows used to choose the bandwidth"},{"name":"se_type","value":"HC1","flag":false,"note":"heteroskedasticity-robust standard errors (HC1)"}],"tables":{"sensitivity":[{"multiplier":0.5,"bandwidth":0.005,"estimate":-0.027155292837106566,"se":0.07202392168810465,"ci_low":-0.16831958537112499,"ci_high":0.11400899969691185,"n_left":186,"n_right":276},{"multiplier":1.0,"bandwidth":0.01,"estimate":0.03348175396085768,"se":0.04419589592144589,"ci_low":-0.05314061030965694,"ci_high":0.12010411823137229,"n_left":400,"n_right":537},{"multiplier":2.0,"bandwidth":0.02,"estimate":0.09585269557379221,"se":0.03141937170055098,"ci_low":0.0342718586238353,"ci_high":0.15743353252374911,"n_left":821,"n_right":1127}]},"datasets":{},"warnings":[],"assumptions":["units cannot precisely control the running variable around the cutoff","every other determinant of the outcome is continuous at the cutoff"],"notes":""},"outputs":null,"output_digest":"c54e3387e8a458b6a8dcc0573128d1b7deb331569a170261c139b9a182ee104b","params_versions":[],"sources":[],"started_at":"2026-10-15T16:57:56.566131Z","duration_ms":8.140834048390388,"error":null,"decided_by":"code","rationale":"","cached":false,"informed_by":[],"model":null,"prompt":null,"response":null,"tokens_in":null,"tokens_out":null,"meta":{}}