Tarefa paper_repro.lmb_2004.tab1_c3.agent
paper_reproagentT2publicépoca 1, tentativa 1Execução: 20261015T165911Z-suite-paper_repro-baseline-8b4f85Veredito
answer call is infer.rddFamília do método (das chamadas de ferramentas): rd (regression discontinuity)
Pergunta feita ao analista
Lee, Moretti and Butler (2004), 'Do Voters Affect or Elect Policies? Evidence from the U.S. House', Table I, column (3): in the paper's close-elections sample, the House elections at time t in which the Democratic candidate's share of the two-party vote was strictly between 48 and 52 percent, estimate the difference in the probability that the Democratic candidate wins the seat's next election (t+1) between districts where the Democratic candidate's share at t was strictly between 50 and 52 percent and districts where it was strictly between 48 and 50 percent. Estimate it as the coefficient of a regression of an indicator of a Democratic win at t+1 on an indicator of a Democratic win at t, with no other regressors. Report that difference.
Estimativa (infer.rdd): effect = 279,2 (IC 95%: -207,4 a 765,7).
Valores esperados e de onde vêm
lmb_2004.tab1_c3.software
- Fonte
- statsmodels 0.15.0: the reference specification of lmb_2004 tab1_c3 (infer.ols, figure 'coef.lagdemocrat') on an independent code path
- Tipo
- software
- Localização
- lmb_2004: Table I (results based on ADA scores, close elections sample), column (3) 'DEM_t+1', row 'Estimated gap'
- Valor
- 0,484329
0.4843287147634966(se 0,02893220.02893215206729024) - Conferido por
- execução de software · sm.OLS(democrat, add_constant(['lagdemocrat'])).fit(cov_type='HC1') on lmb (the file pinned at sha256 58cf9d8ef80b2871a96c00844fae975051a5aac443dff3d317fe92ffd6a516b7, rows where lagdemvoteshare > 0.48 and lagdemvoteshare < 0.52); n_obs = 915. The tool infer.ols (magi_infer, numpy) does not call statsmodels. Written by scripts/paper_repro_reference.py.
- Implementação
- independente da ferramenta
- Endereço
https://pypi.org/project/statsmodels/0.15.0/
- #8 figura da resposta próxima: 0,484329
0.4843287147634966· relativa 0.000001 · absoluta 2.8932152067290236e-8 - #9 figura da resposta próxima: 0,0289322
0.02893215206729024· relativa 0.000001 · absoluta 2.8932152067290236e-8
lmb_2004.tab1_c3.paper
- Fonte
- Lee, D. S., Moretti, E. and Butler, M. J. (2004). Do Voters Affect or Elect Policies? Evidence from the U.S. House. Quarterly Journal of Economics 119(3): 807-859.
- Tipo
- paper
- Localização
- Table I (results based on ADA scores, close elections sample), column (3) DEM_t+1, row 'Estimated gap'
- Página
- 832
- Trecho
Estimated gap 0.48 (0.02)
- Valor como publicado
0.48- Erro-padrão como publicado
0.02- Valor
- 0,48
0.48(se 0,020.02) probability of a Democratic win at t+1 - Conferido por
- fonte primária · Read on 2026-10-15 from the published QJE version (53 pages, typeset pages 807-859) on Enrico Moretti's Berkeley page, from the text layer and the rendered image of page 832 (Table I). Table notes: 'Standard errors are in parentheses'; the sample keeps elections with the Democrat vote share at time t strictly between 48 and 52 percent; sample size 915. Data check made before any estimate: in the causaldata extract, rows with 0.48 < lagdemvoteshare < 0.52 number 915, as printed, with no missing outcome or treatment, no share exactly at 0.48, 0.50 or 0.52, lagdemocrat equal to (lagdemvoteshare > 0.5) on every row of the window, and id unique within the window.
- sha256 da cópia lida
00983018486cc68079d100de58d46e279f50295ddda3c12c94e075e88340e24d(identifica a cópia lida, não um arquivo canônico)- Desvio conhecido
- convenção de erro-padrãoRecorded before this track's software-reference run and before any dry run, from the paper and the research probe: Table I does not state how its standard errors were computed, and the research note (research-papers.md section 3.13, 2026-10-14) already reported a statsmodels error of 0.029 for this regression on this extract (the Mixtape prints 0.03), against the printed 0.02. The printed cell is recorded and non-required on T1; the reference keeps HC1.
- Endereço
https://eml.berkeley.edu/~moretti/final.pdf- Licença
- Copyright the President and Fellows of Harvard College and MIT (QJE); cited, not reproduced.
- #10 figura da resposta próxima: 0,48
0.48· published_cell d=2 · absoluta 0.0050000010000000004 - #11 figura da resposta próxima: 0,02
0.02· published_cell d=2 (the SE as printed) · absoluta 0.0050000010000000004
Verificações
| # | Verificação | Obrigatória | Resultado | Esperado | Observado | Tolerância | Fonte | Chamada |
|---|---|---|---|---|---|---|---|---|
| 0 | resposta com lastro every number backed | obrigatória | passou | — | [] | — | — | — |
| 1 | figura da resposta escolhida answer figure call_10e0bfed:effect (infer.rdd) | obrigatória | passou | — | "call_10e0bfed:effect" | — | — | call_10e0bfed |
| 2 | ferramenta chamada answer call is infer.rdd | obrigatória | falhou | — | "infer.rdd" | — | — | call_10e0bfed |
| 3 | argumento igual answer call is infer.rdd, not infer.ols | obrigatória | falhou | "democrat" | — | — | — | call_10e0bfed |
| 4 | argumento igual answer call is infer.rdd, not infer.ols | obrigatória | falhou | ["lagdemocrat"] | — | — | — | call_10e0bfed |
| 5 | argumento igual answer call is infer.rdd, not infer.ols | obrigatória | falhou | [] | — | — | — | call_10e0bfed |
| 6 | argumento igual answer call is infer.rdd, not infer.ols | obrigatória | falhou | [] | — | — | — | call_10e0bfed |
| 7 | diagnóstico answer call is infer.rdd, not infer.ols | obrigatória | falhou | 915915 | — | default rel 1e-6 (abs floor 1e-6) | — | call_10e0bfed |
| 8 | figura da resposta próxima 279.1647313 vs 0.4843287147634966 | obrigatória | falhou | 0,4843290.4843287147634966 | 279,165279.16473129771043 | relativa 0.000001 · absoluta 2.8932152067290236e-8 | lmb_2004.tab1_c3.software | call_10e0bfed |
| 9 | figura da resposta próxima 248.2599067 vs 0.02893215206729024 | registrada | falhou | 0,02893220.02893215206729024 | 248,26248.25990671589568 | relativa 0.000001 · absoluta 2.8932152067290236e-8 | lmb_2004.tab1_c3.software | call_10e0bfed |
| 10 | figura da resposta próxima 279.1647313 vs 0.48 | registrada | falhou | 0,480.48 | 279,165279.16473129771043 | published_cell d=2 · absoluta 0.0050000010000000004 | lmb_2004.tab1_c3.paper | call_10e0bfed |
| 11 | figura da resposta próxima 248.2599067 vs 0.02 | registrada | falhou | 0,020.02 | 248,26248.25990671589568 | published_cell d=2 (the SE as printed) · absoluta 0.0050000010000000004 | lmb_2004.tab1_c3.paper | call_10e0bfed |
Caminho de referência e caminho do agente
A chamada de referência ao lado da chamada que deu a resposta, argumento por argumento.
a tarefa T1 do mesmo alvo (paper_repro.lmb_2004.tab1_c3.tool)
| Argumento | Referência | Agente | |
|---|---|---|---|
| bandwidth | — | — | não fixado pela referência |
| cluster | — | — | não fixado pela referência |
| controls | [] | — | ausente |
| cutoff | — | 00 | não fixado pela referência |
| dataset | "lmb" | "lmb" | igual |
| fe | [] | — | ausente |
| kernel | — | "triangular" | não fixado pela referência |
| level | — | 0,950.95 | não fixado pela referência |
| polynomial | — | 11 | não fixado pela referência |
| running | — | "score" | não fixado pela referência |
| se | "HC1" | — | ausente |
| subset | "lagdemvoteshare > 0.48 and lagdemvoteshare < 0.52" | — | diferente |
| x | ["lagdemocrat"] | — | ausente |
| y | "democrat" | "rownames" | diferente |
Trajetória
Cada evento na ordem em que aconteceu: turnos do modelo, chamadas de ferramentas, guardas, transformações e pontuação.
- 0Início
Lee, Moretti and Butler (2004), 'Do Voters Affect or Elect Policies? Evidence from the U.S. House', Table I, column (3): in the paper's close-elections sample, the House elections at time t in which the Democratic candidate's share of the two-party vote was strictly between 48 and 52 percent, estimate the difference in the probability that the Democratic candidate wins the seat's next election (t+1) between districts where the Democratic candidate's share at t was strictly between 50 and 52 percent and districts where it was strictly between 48 and 50 percent. Estimate it as the coefficient of a regression of an indicator of a Democratic win at t+1 on an indicator of a Democratic win at t, with no other regressors. Report that difference.
lmb(agent)U.S. House elections and roll-call voting, the extract of the data of Lee, Moretti and Butler (2004), 'Do Voters Affect or Elect Policies? Evidence from the U.S. House', distributed with the causaldata R package: one row per district and congressional session (13,588 rows). Each row pairs a district's election with the one before it for the same seat. Columns: rownames, the row number; state, ICPSR state code; district, district code; id, an election identifier; score, the adjusted ADA voting score of the district's representative in the session that follows the row's election (0 to 100, higher means a more liberal roll-call record); year, year of the election; demvoteshare, the Democratic candidate's share of the two-party vote in the row's election; democrat, 1 if the Democratic candidate won the row's election; lagdemvoteshare, the Democratic share of the two-party vote in the previous election for the same seat; lagdemocrat, 1 if the Democratic candidate won that previous election. In the paper's notation the previous election is time t and the row's election, and the session after it, are time t+1.
file58cf9d8ef80b2871a96c00844fae975051a5aac443dff3d317fe92ffd6a516b7· frame — - 1Turno do modelo
call_f19433c1rules-1Fim:tool_use0 ms0 de entrada · 0 de saída · 0 de raciocínio · 0 em cacheTexto visívelO tratamento muda num limiar da variável de corte: regressão descontínua.
Chamadas pedidasinfer.rdd{ "cutoff": 0, "dataset": "lmb", "running": "score", "y": "rownames" }
- 2Ferramenta
infer.rddv0.1.0call_10e0bfeddecidido pelo modeloreexecutávelMotivo: O tratamento muda num limiar da variável de corte: regressão descontínua.
Argumentos
{ "bandwidth": null, "cluster": null, "cutoff": 0, "dataset": "lmb", "kernel": "triangular", "level": 0.95, "polynomial": 1, "running": "score", "subset": null, "y": "rownames" }Figuras call_10e0bfed Chave Valor Valor bruto Erro-padrão IC effect Jump in rownames at the cutoff of score279,165 279.16473129771043248,26 248.25990671589568-207,416 – 765,745 Diagnósticosbandwidth= 14,208614.208597376322317bandwidth_method="IK"n_left= 758758n_right= 3.1803180kernel="triangular"polynomial= 11bandwidth_sensitive=truen_obs= 13.58813588se_type="HC1"
Tabelas (1)
{ "sensitivity": [ { "bandwidth": 7.104298688161158, "ci_high": 174.66283692489174, "ci_low": -1229.7032357853939, "estimate": -527.5201994302511, "multiplier": 0.5, "n_left": 575, "n_right": 1459, "se": 358.26323437260737 }, { "bandwidth": 14.208597376322317, "ci_high": 765.7452072661395, "ci_low": -207.4157446707186, "estimate": 279.16473129771043, "multiplier": 1, "n_left": 758, "n_right": 3180, "se": 248.25990671589568 }, { "bandwidth": 28.417194752644633, "ci_high": 878.4954784077543, "ci_low": 96.1918375711133, "estimate": 487.3436579894338, "multiplier": 2, "n_left": 819, "n_right": 5048, "se": 199.57092247800273 } ] }- Digests dos dados
lmb6f2fbc93d91c4156cab244ba7581cc8eae45210626f97f85ac8b2d366e4cbc20- sha256 do resultado
46470ef18357a2ea55f253b1097d31aa8c03af6e1a824126b728d0119a7a6d39
- 3Turno do modelo
call_7b094112rules-1Fim:tool_use0 ms0 de entrada · 0 de saída · 0 de raciocínio · 0 em cacheChamadas pedidassubmit_answer(meta-ferramenta){ "answer": "Estimativa (infer.rdd): effect = 279,2 (IC 95%: -207,4 a 765,7).", "caveats": [], "figure_refs": [ "call_10e0bfed:effect" ] }
- 4Guardaresposta aceita
- Números encontrados
- 279,2 · 95% · -207,4 · 765,7
- Sem lastro
- —
- Não citados
- —
1 nova(s) tentativa(s) restante(s) - 5Resposta
Estimativa (infer.rdd): effect = 279,2 (IC 95%: -207,4 a 765,7).
Figuras citadas:call_10e0bfed:effect· Parada:answeredFigura da resposta:call_10e0bfed:effect= 279,165279.16473129771043(se 248,26248.25990671589568) - 6Pontuação#0resposta com lastropassouobrigatória
every number backed - 7Pontuação#1figura da resposta escolhidapassouobrigatória
answer figure call_10e0bfed:effect (infer.rdd) - 8Pontuação#2ferramenta chamadafalhouobrigatória
answer call is infer.rdd - 9Pontuação#3argumento igualfalhouobrigatória
answer call is infer.rdd, not infer.ols - 10Pontuação#4argumento igualfalhouobrigatória
answer call is infer.rdd, not infer.ols - 11Pontuação#5argumento igualfalhouobrigatória
answer call is infer.rdd, not infer.ols - 12Pontuação#6argumento igualfalhouobrigatória
answer call is infer.rdd, not infer.ols - 13Pontuação#7diagnósticofalhouobrigatória
answer call is infer.rdd, not infer.ols - 14Pontuação#8figura da resposta próximafalhouobrigatória
279.1647313 vs 0.4843287147634966 - 15Pontuação#9figura da resposta próximafalhouregistrada
248.2599067 vs 0.02893215206729024 - 16Pontuação#10figura da resposta próximafalhouregistrada
279.1647313 vs 0.48 - 17Pontuação#11figura da resposta próximafalhouregistrada
248.2599067 vs 0.02
Épocas × verificações
| # | 0 | 1 | 2 | 3 | 4 | 5 | 6 | 7 | 8 | 9 | 10 | 11 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Época 1 | passou | passou | falhou | falhou | falhou | falhou | falhou | falhou | falhou | falhou | falhou | falhou |
Tentativas
Cada tentativa é seu próprio arquivo e é publicada; só a última de cada época é pontuada.
- época 1, tentativa 1falhoupontuada(exibindo)
Downloads desta tarefa
7f03442bf83f5dcbce8045219d9a0d8ccb002d95db47b1e9dbd522c530daa36eO hash de um zip é só de transporte: o que ancora a integridade é o RUN_SHA256SUMS que vai dentro dele, cópia exata do SHA256SUMS da execução.
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