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Tarefa paper_repro.ccft_2017.senate_h16794.agent

paper_reproagentT2publicépoca 1, tentativa 1Execução: 20261015T165744Z-suite-paper_repro-scripted-def9df

Veredito

passouPassou em todas as verificações obrigatórias.

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

Pergunta feita ao analista

Calonico, Cattaneo, Farrell and Titiunik (2017), 'rdrobust: Software for Regression-discontinuity Designs', the U.S. Senate example (data of Cattaneo, Frandsen and Titiunik 2015): estimate the incumbency advantage as a sharp regression discontinuity, the jump at a Democratic lead of zero in the Democratic party's share of the votes in the next election for the same seat, where the running variable is the Democratic lead over the strongest opponent in the current election, in percentage points. Use a local linear regression on each side of zero with kernel weights that fall linearly from one at zero to nothing at the bandwidth, and the bandwidth h = 16.79369 percentage points that Calonico, Cattaneo and Titiunik (2014) selected for this example (use it as given; do not recompute it). Report the conventional point estimate of the jump.

Resposta

Estimativa (infer.rdd): effect = 7,425.

Valores esperados e de onde vêm

ccft_2017.senate_h16794.software

Fonte
statsmodels 0.15.0: the reference specification of ccft_2017 senate_h16794 (infer.rdd, figure 'effect') on an independent code path
Tipo
software
Localização
ccft_2017: Section 7.2 (default results and backward compatibility), output of 'rdrobust vote margin, h(16.79369) b(27.43745)', row 'Conventional'
Valor
7,42537.425304341122386 (se 1,49791.497901791714553)
Conferido por
execução de software · sm.WLS(weights=1 - |d|/h)(vote, [const, treat, d·(1-treat), d·treat]).fit(cov_type='HC1') with d = margin - 0, rows |d| <= 16.79369, treat = d >= 0 on senate (the file pinned at sha256 def1fc6b8ae5af273f2140aa449c81b3ecfe1d0f325aa80ceccb0d9638a2ad44); n_obs = 1297, n_left = 343, n_right = 310. The tool infer.rdd (magi_infer, numpy) does not call statsmodels. Note: the strict rule (|d| < h, treated when d > 0) selects the same rows and treatment. Written by scripts/paper_repro_reference.py.
Implementação
independente da ferramenta
Endereço
https://pypi.org/project/statsmodels/0.15.0/
  • #11 figura da resposta próxima: 7,42537.425304341122386 · relativa 0.000001 · absoluta 0.0000014979017917145529
  • #12 figura da resposta próxima: 1,49791.497901791714553 · relativa 0.000001 · absoluta 0.0000014979017917145529

ccft_2017.senate_h16794.paper

Fonte
Calonico, S., Cattaneo, M. D., Farrell, M. H. and Titiunik, R. (2017). rdrobust: Software for Regression-discontinuity Designs. Stata Journal 17(2): 372-404.
Tipo
paper
Localização
Section 7.2, output of 'rdrobust vote margin, h(16.79369) b(27.43745)', row 'Conventional', columns Coef. and Std. Err.
Página
393
Trecho
Conventional 7.4253 1.4954
Valor como publicado
7.4253
Erro-padrão como publicado
1.4954
Valor
7,42537.4253 (se 1,49541.4954) percentage points of the Democratic vote share
Conferido por
fonte primária · Read on 2026-10-15 from the copy on the rdpackages site (rdpackages.github.io/references), text layer and rendered image of page 393: the output of 'rdrobust vote margin, h(16.79369) b(27.43745)' (Kernel = Triangular, VCE method = NN, Number of obs 1297, Eff. Number of obs 343 left and 310 right, p = 1). The same row, 7.4253 (1.4954), is printed in Calonico, Cattaneo and Titiunik (2014), Stata Journal 14(4), page 939 (default bandwidth 16.794 in that version), and in their 2015 R Journal article. The research note's figures from memory (7.414, 1.459 at h = 17.754) are not what these articles print; the same 2017 article prints the new default as 7.416 (1.4604) at h = 17.708. Data check made before any estimate: 1,297 rows have both vote and margin, 595 below and 702 above zero, none exactly at zero; 343 and 310 lie within 16.79369 of zero, none exactly at the bandwidth edge, as printed.
sha256 da cópia lida
0435a8c690d0bd6a5d98157f02a3606af8501ad42e9bd6aebbc29bc919a60e4f (identifica a cópia lida, não um arquivo canônico)
Desvio conhecido
convenção de erro-padrão
Recorded before this track's software-reference run and before any dry run, from the printed output: rdrobust's conventional standard error uses its nearest-neighbour variance estimator ('VCE method = NN'), while infer.rdd computes HC1 and the reference follows the tool's declared HC1. The point estimate depends only on the kernel, the polynomial and the bandwidth, all fixed here; the printed cell is recorded and non-required on T1.
Endereço
https://rdpackages.github.io/references/Calonico-Cattaneo-Farrell-Titiunik_2017_Stata.pdf
Licença
Copyright StataCorp LLC (Stata Journal); cited, not reproduced.
  • #13 figura da resposta próxima: 7,42537.4253 · published_cell d=4 · absoluta 0.0000500074253
  • #14 figura da resposta próxima: 1,49541.4954 · published_cell d=4 (the SE as printed) · absoluta 0.000050001495400000005

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_eb385e88:effect (infer.rdd)
obrigatóriapassou—"call_eb385e88:effect"——call_eb385e88
2ferramenta chamada
answer call is infer.rdd
obrigatóriapassou—"infer.rdd"——call_eb385e88
3argumento igual
infer.rdd.y = 'vote'
obrigatóriapassou"vote""vote"——call_eb385e88
4argumento igual
infer.rdd.running = 'margin'
obrigatóriapassou"margin""margin"——call_eb385e88
5argumento igual
infer.rdd.cutoff = 0.0
obrigatóriapassou0000——call_eb385e88
6argumento igual
infer.rdd.bandwidth = 16.79369
obrigatóriapassou16,793716.7936916,793716.79369——call_eb385e88
7argumento igual
infer.rdd.kernel = 'triangular'
obrigatóriapassou"triangular""triangular"——call_eb385e88
8argumento igual
infer.rdd.polynomial = 1
obrigatóriapassou1111——call_eb385e88
9diagnóstico
343 vs 343
obrigatóriapassou343343343343default rel 1e-6 (abs floor 1e-6)—call_eb385e88
10diagnóstico
310 vs 310
obrigatóriapassou310310310310default rel 1e-6 (abs floor 1e-6)—call_eb385e88
11figura da resposta próxima
7.425304341 vs 7.425304341122386
obrigatóriapassou7,42537.4253043411223867,42537.425304341122355relativa 0.000001 · absoluta 0.0000014979017917145529ccft_2017.senate_h16794.softwarecall_eb385e88
12figura da resposta próxima
1.497901792 vs 1.497901791714553
registradapassou1,49791.4979017917145531,49791.497901791714546relativa 0.000001 · absoluta 0.0000014979017917145529ccft_2017.senate_h16794.softwarecall_eb385e88
13figura da resposta próxima
7.425304341 vs 7.4253
registradapassou7,42537.42537,42537.425304341122355published_cell d=4 · absoluta 0.0000500074253ccft_2017.senate_h16794.papercall_eb385e88
14figura da resposta próxima
1.497901792 vs 1.4954
registradafalhou1,49541.49541,49791.497901791714546published_cell d=4 (the SE as printed) · absoluta 0.000050001495400000005ccft_2017.senate_h16794.papercall_eb385e88

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.ccft_2017.senate_h16794.tool)

Referência: infer.rddChamada do agente: infer.rdd (call_eb385e88)igual
Argumentos da referência e do agente
ArgumentoReferênciaAgente
bandwidth16,793716.7936916,793716.79369igual
cluster——não fixado pela referência
cutoff0000igual
dataset"senate""senate"igual
kernel"triangular""triangular"igual
level—0,950.95não fixado pela referência
polynomial1111igual
running"margin""margin"igual
subset——não fixado pela referência
y"vote""vote"igual

Trajetória

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

  1. 0Início

    Calonico, Cattaneo, Farrell and Titiunik (2017), 'rdrobust: Software for Regression-discontinuity Designs', the U.S. Senate example (data of Cattaneo, Frandsen and Titiunik 2015): estimate the incumbency advantage as a sharp regression discontinuity, the jump at a Democratic lead of zero in the Democratic party's share of the votes in the next election for the same seat, where the running variable is the Democratic lead over the strongest opponent in the current election, in percentage points. Use a local linear regression on each side of zero with kernel weights that fall linearly from one at zero to nothing at the bandwidth, and the bandwidth h = 16.79369 percentage points that Calonico, Cattaneo and Titiunik (2014) selected for this example (use it as given; do not recompute it). Report the conventional point estimate of the jump.

    senate (agent)

    U.S. Senate elections, 1914-2010, the extract of the data of Cattaneo, Frandsen and Titiunik (2015) that ships with the rdrobust package as its illustration: one row per state and Senate election (1,390 rows). Columns: state, state code; year, year of the election; margin, the Democratic party's margin of victory in that election, in percentage points (negative when the Democratic candidate lost); vote, the Democratic party's vote share, in percent, in the next election for the same Senate seat (missing for some rows); class, the seat's Senate class (1, 2 or 3); termshouse and termssenate, terms the Democratic candidate had served in the House and in the Senate; population, the state's population.

    file def1fc6b8ae5af273f2140aa449c81b3ecfe1d0f325aa80ceccb0d9638a2ad44 · frame —
  2. 1Turno do modelo
    call_59cb1d91referenceFim: tool_use0 ms0 de entrada · 0 de saída · 0 de raciocínio · 0 em cache
    Texto visível

    rdrobust's Senate example at the bandwidth h = 16.79369 that Calonico, Cattaneo and Titiunik (2014) selected: local linear, triangular kernel, cutoff 0; the conventional point estimate (rdrobust's own errors are nearest-neighbour based; the tool's are HC1).

    Chamadas pedidas
    • infer.rdd
      {
        "bandwidth": 16.79369,
        "cutoff": 0,
        "dataset": "senate",
        "kernel": "triangular",
        "polynomial": 1,
        "running": "margin",
        "y": "vote"
      }
  3. 2Ferramenta
    infer.rddv0.1.0call_eb385e88decidido pelo modeloreexecutável

    Motivo: rdrobust's Senate example at the bandwidth h = 16.79369 that Calonico, Cattaneo and Titiunik (2014) selected: local linear, triangular kernel, cutoff 0; the conventional point estimate (rdrobust's own errors are nearest-neighbour based; the tool's are HC1).

    Argumentos
    {
      "bandwidth": 16.79369,
      "cluster": null,
      "cutoff": 0,
      "dataset": "senate",
      "kernel": "triangular",
      "level": 0.95,
      "polynomial": 1,
      "running": "margin",
      "subset": null,
      "y": "vote"
    }
    Figuras call_eb385e88
    ChaveValorValor brutoErro-padrãoIC
    effect
    Jump in vote at the cutoff of margin
    7,4253 7.4253043411223551,49791.4979017917145464,48947 – 10,3611
    Diagnósticos
    • bandwidth = 16,793716.79369
    • bandwidth_method = "user"
    • n_left = 343343
    • n_right = 310310
    • kernel = "triangular"
    • polynomial = 11
    • bandwidth_sensitive = false
    • n_obs = 1.2971297
    • se_type = "HC1"
    Tabelas (1)
    {
      "sensitivity": [
        {
          "bandwidth": 8.396845,
          "ci_high": 12.665187371055993,
          "ci_low": 4.845539163400076,
          "estimate": 8.755363267228034,
          "multiplier": 0.5,
          "n_left": 217,
          "n_right": 175,
          "se": 1.9948448719814
        },
        {
          "bandwidth": 16.79369,
          "ci_high": 10.361137905260883,
          "ci_low": 4.489470776983827,
          "estimate": 7.425304341122355,
          "multiplier": 1,
          "n_left": 343,
          "n_right": 310,
          "se": 1.497901791714546
        },
        {
          "bandwidth": 33.58738,
          "ci_high": 9.455366988625087,
          "ci_low": 5.051427501358595,
          "estimate": 7.253397244991841,
          "multiplier": 2,
          "n_left": 499,
          "n_right": 488,
          "se": 1.1234745949426124
        }
      ]
    }
    • 93 rows were dropped because one of 'vote', 'margin' was missing
    Digests dos dados
    senate e1181ed0f741b1485e582b1110d74d93e57241b2b9bfa1ed59f2cd80ab0b165e
    sha256 do resultado
    314298f0ca13c04932bd228b4d321bc2a2a90712721d31d5bd2c84f7ba5031fb
  4. 3Turno do modelo
    call_42ad367ereferenceFim: 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 = 7,425.",
        "caveats": [],
        "figure_refs": [
          "call_eb385e88:effect"
        ]
      }
  5. 4Guarda
    resposta aceita
    Números encontrados
    7,425
    Sem lastro
    —
    Não citados
    —
    1 nova(s) tentativa(s) restante(s)
  6. 5Resposta

    Estimativa (infer.rdd): effect = 7,425.

    Figuras citadas: call_eb385e88:effect · Parada: answered
    Figura da resposta: call_eb385e88:effect = 7,42537.425304341122355 (se 1,49791.497901791714546)
  7. 6Pontuação
    #0resposta com lastropassouobrigatóriaevery number backed
  8. 7Pontuação
    #1figura da resposta escolhidapassouobrigatóriaanswer figure call_eb385e88:effect (infer.rdd)
  9. 8Pontuação
    #2ferramenta chamadapassouobrigatóriaanswer call is infer.rdd
  10. 9Pontuação
    #3argumento igualpassouobrigatóriainfer.rdd.y = 'vote'
  11. 10Pontuação
    #4argumento igualpassouobrigatóriainfer.rdd.running = 'margin'
  12. 11Pontuação
    #5argumento igualpassouobrigatóriainfer.rdd.cutoff = 0.0
  13. 12Pontuação
    #6argumento igualpassouobrigatóriainfer.rdd.bandwidth = 16.79369
  14. 13Pontuação
    #7argumento igualpassouobrigatóriainfer.rdd.kernel = 'triangular'
  15. 14Pontuação
    #8argumento igualpassouobrigatóriainfer.rdd.polynomial = 1
  16. 15Pontuação
    #9diagnósticopassouobrigatória343 vs 343
  17. 16Pontuação
    #10diagnósticopassouobrigatória310 vs 310
  18. 17Pontuação
    #11figura da resposta próximapassouobrigatória7.425304341 vs 7.425304341122386
  19. 18Pontuação
    #12figura da resposta próximapassouregistrada1.497901792 vs 1.497901791714553
  20. 19Pontuação
    #13figura da resposta próximapassouregistrada7.425304341 vs 7.4253
  21. 20Pontuação
    #14figura da resposta próximafalhouregistrada1.497901792 vs 1.4954

Épocas × verificações

Resultado de cada verificação em cada época pontuada
#01234567891011121314
Época 1passoupassoupassoupassoupassoupassoupassoupassoupassoupassoupassoupassoupassoupassoufalhou

Tentativas

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