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Tarefa paper_repro.lmb_2004.tab1_c1.design

paper_reproagentT3designépoca 1, tentativa 1Execução: 20261015T165911Z-suite-paper_repro-baseline-8b4f85

Veredito

falhouDecidida pela verificação 5: argumento igual, argumentos errados.
infer.rdd.y = 'rownames'

Família do método (das chamadas de ferramentas): rd (regression discontinuity)

Pergunta feita ao analista

Do voters affect or elect policies? Does the party that wins a U.S. House seat change how the seat's representative votes in the next Congress, comparing seats the Democratic Party barely won with seats it barely lost? Estimate the effect of a Democratic win in an election on the liberalism (adjusted ADA index) of the district's roll-call voting in the session after the following election.

Resposta

Estimativa (infer.rdd): effect = 279,2 (IC 95%: -207,4 a 765,7).

Valores esperados e de onde vêm

lmb_2004.tab1_c1.software

Fonte
statsmodels 0.15.0: the reference specification of lmb_2004 tab1_c1 (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 (1) 'Total effect, gamma, ADA_t+1', row 'Estimated gap'
Valor
21,283921.283872256260665 (se 1,951231.9512339082202543)
Conferido por
execução de software · sm.OLS(score, 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/
  • #12 figura da resposta próxima: 21,283921.283872256260665 · relativa 0.000001 · absoluta 0.0000019512339082202542
  • #13 figura da resposta próxima: 1,951231.9512339082202543 · relativa 0.000001 · absoluta 0.0000019512339082202542

lmb_2004.tab1_c1.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 (1) total effect gamma, ADA_t+1, row 'Estimated gap'
Página
832
Trecho
Estimated gap 21.2 (1.9)
Valor como publicado
21.2
Erro-padrão como publicado
1.9
Valor
21,221.2 (se 1,91.9) ADA score points (0 to 100)
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
versão dos dados
Recorded 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 the cluster-by-id (here equal to HC1) error of this regression on this extract as 1.9512, which rounds to 2.0 against the printed 1.9. The printed cell is recorded and non-required on T1; the reference keeps HC1. Found in a dry run (20261015T073042Z-suite-paper_repro-scripted-7a58d8, T1): the coefficient on this extract is 21.2839 (tool and reference agree), which misses the printed 21.2 by more than half a unit of its last decimal; the Mixtape prints 21.28 from the same extract, so the causaldata extract is not the authors' exact file (a data_version difference on top of the SE convention). Tolerance and reference call unchanged. At the B-join review the kind was relabelled data_version (it was se_convention, which did not describe the value miss); the printed value stays non-required on T1 because of this post-run finding, which the page shows as found in a run.
Endereço
https://eml.berkeley.edu/~moretti/final.pdf
Licença
Copyright the President and Fellows of Harvard College and MIT (QJE); cited, not reproduced.
  • #14 figura da resposta próxima: 21,221.2 · published_cell d=1 · absoluta 0.0500000212
  • #15 figura da resposta próxima: 1,91.9 · published_cell d=1 (the SE as printed) · absoluta 0.0500000019

Verificações

Cada verificação, o que esperava, o que observou e a chamada que leu
#VerificaçãoObrigatóriaResultadoEsperadoObservadoTolerânciaFonteChamada
0resposta com lastro
every number backed
obrigatóriapassou—[]———
1figura da resposta escolhida
answer figure call_a6da459c:effect (infer.rdd)
obrigatóriapassou—"call_a6da459c:effect"——call_a6da459c
2uma entre
tool_called(infer.ols): answer call is infer.rdd | tool_called(infer.rdd): ok
obrigatóriapassou[{"abs_tol":null,"bind":"answer_call","column":null,"failure_class":null,"field":"value","interval":false,"key":null,"kind":"tool_called","min_lre":null,"note":"","open_interval":false,"rel_tol":null,"required":true,"source_id":null,"table":null,"tool":"infer.ols","value":null,"weight":1,"where":null},{"abs_tol":null,"bind":"answer_call","column":null,"failure_class":null,"field":"value","interval":false,"key":null,"kind":"tool_called","min_lre":null,"note":"","open_interval":false,"rel_tol":null,"required":true,"source_id":null,"table":null,"tool":"infer.rdd","value":null,"weight":1,"where":null}]"infer.rdd"——call_a6da459c
3argumento igual
not applicable: the answer call is infer.rdd, not infer.ols
obrigatóriapassou"score"———call_a6da459c
4argumento igual
not applicable: the answer call is infer.rdd, not infer.ols
obrigatóriapassou"lagdemocrat"———call_a6da459c
5argumento igual
infer.rdd.y = 'rownames'
obrigatóriafalhou"score""rownames"——call_a6da459c
6argumento igual
infer.rdd.running = 'score'
obrigatóriafalhou"lagdemvoteshare""score"——call_a6da459c
7argumento igual
not applicable: the answer call is infer.rdd, not infer.ols
registradapassou"score"———call_a6da459c
8argumento igual
not applicable: the answer call is infer.rdd, not infer.ols
registradapassou["lagdemocrat"]———call_a6da459c
9argumento igual
not applicable: the answer call is infer.rdd, not infer.ols
registradapassou[]———call_a6da459c
10argumento igual
not applicable: the answer call is infer.rdd, not infer.ols
registradapassou[]———call_a6da459c
11diagnóstico
not applicable: the answer call is infer.rdd, not infer.ols
registradapassou915915—default rel 1e-6 (abs floor 1e-6)—call_a6da459c
12figura da resposta próxima
279.1647313 vs 21.283872256260665
registradafalhou21,283921.283872256260665279,165279.16473129771043relativa 0.000001 · absoluta 0.0000019512339082202542lmb_2004.tab1_c1.softwarecall_a6da459c
13figura da resposta próxima
248.2599067 vs 1.9512339082202543
registradafalhou1,951231.9512339082202543248,26248.25990671589568relativa 0.000001 · absoluta 0.0000019512339082202542lmb_2004.tab1_c1.softwarecall_a6da459c
14figura da resposta próxima
279.1647313 vs 21.2
registradafalhou21,221.2279,165279.16473129771043published_cell d=1 · absoluta 0.0500000212lmb_2004.tab1_c1.papercall_a6da459c
15figura da resposta próxima
248.2599067 vs 1.9
registradafalhou1,91.9248,26248.25990671589568published_cell d=1 (the SE as printed) · absoluta 0.0500000019lmb_2004.tab1_c1.papercall_a6da459c

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_c1.tool)

Referência: infer.olsChamada do agente: infer.rdd (call_a6da459c)diferente
Argumentos da referência e do agente
ArgumentoReferênciaAgente
bandwidth——não fixado pela referência
cluster——não fixado pela referência
controls[]—ausente
cutoff—00não fixado pela referência
dataset"lmb""lmb"igual
fe[]—ausente
kernel—"triangular"não fixado pela referência
level—0,950.95não fixado pela referência
polynomial—11não 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"score""rownames"diferente

Trajetória

Cada evento na ordem em que aconteceu: turnos do modelo, chamadas de ferramentas, guardas, transformações e pontuação.

  1. 0Início

    Do voters affect or elect policies? Does the party that wins a U.S. House seat change how the seat's representative votes in the next Congress, comparing seats the Democratic Party barely won with seats it barely lost? Estimate the effect of a Democratic win in an election on the liberalism (adjusted ADA index) of the district's roll-call voting in the session after the following election.

    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.

    file 58cf9d8ef80b2871a96c00844fae975051a5aac443dff3d317fe92ffd6a516b7 · frame —
  2. 1Turno do modelo
    call_709d512drules-1Fim: tool_use0 ms0 de entrada · 0 de saída · 0 de raciocínio · 0 em cache
    Texto visível

    O tratamento muda num limiar da variável de corte: regressão descontínua.

    Chamadas pedidas
    • infer.rdd
      {
        "cutoff": 0,
        "dataset": "lmb",
        "running": "score",
        "y": "rownames"
      }
  3. 2Ferramenta
    infer.rddv0.1.0call_a6da459cdecidido pelo modeloreexecutável

    Motivo: 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_a6da459c
    ChaveValorValor brutoErro-padrãoIC
    effect
    Jump in rownames at the cutoff of score
    279,165 279.16473129771043248,26248.25990671589568-207,416 – 765,745
    Diagnósticos
    • bandwidth = 14,208614.208597376322317
    • bandwidth_method = "IK"
    • n_left = 758758
    • n_right = 3.1803180
    • kernel = "triangular"
    • polynomial = 11
    • bandwidth_sensitive = true
    • n_obs = 13.58813588
    • se_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
    lmb 6f2fbc93d91c4156cab244ba7581cc8eae45210626f97f85ac8b2d366e4cbc20
    sha256 do resultado
    27848c336ffaef7c1c1c9ad3fa7e40aa6e2b1c95a63dcdc10f4f441b59c3dca7
  4. 3Turno do modelo
    call_277ae691rules-1Fim: tool_use0 ms0 de entrada · 0 de saída · 0 de raciocínio · 0 em cache
    Chamadas pedidas
    • submit_answer (meta-ferramenta)
      {
        "answer": "Estimativa (infer.rdd): effect = 279,2 (IC 95%: -207,4 a 765,7).",
        "caveats": [],
        "figure_refs": [
          "call_a6da459c:effect"
        ]
      }
  5. 4Guarda
    resposta aceita
    Números encontrados
    279,2 · 95% · -207,4 · 765,7
    Sem lastro
    —
    Não citados
    —
    1 nova(s) tentativa(s) restante(s)
  6. 5Resposta

    Estimativa (infer.rdd): effect = 279,2 (IC 95%: -207,4 a 765,7).

    Figuras citadas: call_a6da459c:effect · Parada: answered
    Figura da resposta: call_a6da459c:effect = 279,165279.16473129771043 (se 248,26248.25990671589568)
  7. 6Pontuação
    #0resposta com lastropassouobrigatóriaevery number backed
  8. 7Pontuação
    #1figura da resposta escolhidapassouobrigatóriaanswer figure call_a6da459c:effect (infer.rdd)
  9. 8Pontuação
    #2uma entrepassouobrigatóriatool_called(infer.ols): answer call is infer.rdd | tool_called(infer.rdd): ok
  10. 9Pontuação
    #3argumento igualpassouobrigatórianot applicable: the answer call is infer.rdd, not infer.ols
  11. 10Pontuação
    #4argumento igualpassouobrigatórianot applicable: the answer call is infer.rdd, not infer.ols
  12. 11Pontuação
    #5argumento igualfalhouobrigatóriainfer.rdd.y = 'rownames'
  13. 12Pontuação
    #6argumento igualfalhouobrigatóriainfer.rdd.running = 'score'
  14. 13Pontuação
    #7argumento igualpassouregistradanot applicable: the answer call is infer.rdd, not infer.ols
  15. 14Pontuação
    #8argumento igualpassouregistradanot applicable: the answer call is infer.rdd, not infer.ols
  16. 15Pontuação
    #9argumento igualpassouregistradanot applicable: the answer call is infer.rdd, not infer.ols
  17. 16Pontuação
    #10argumento igualpassouregistradanot applicable: the answer call is infer.rdd, not infer.ols
  18. 17Pontuação
    #11diagnósticopassouregistradanot applicable: the answer call is infer.rdd, not infer.ols
  19. 18Pontuação
    #12figura da resposta próximafalhouregistrada279.1647313 vs 21.283872256260665
  20. 19Pontuação
    #13figura da resposta próximafalhouregistrada248.2599067 vs 1.9512339082202543
  21. 20Pontuação
    #14figura da resposta próximafalhouregistrada279.1647313 vs 21.2
  22. 21Pontuação
    #15figura da resposta próximafalhouregistrada248.2599067 vs 1.9

Épocas × verificações

Resultado de cada verificação em cada época pontuada
#0123456789101112131415
Época 1passoupassoupassoupassoupassoufalhoufalhoupassoupassoupassoupassoupassoufalhoufalhoufalhoufalhou

Tentativas

Cada tentativa é seu próprio arquivo e é publicada; só a última de cada época é pontuada.

Downloads desta tarefa

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