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Tarefa paper_repro.fujiwara_2015.tab2_pa_valid98_c2.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

Fujiwara, T. (2015), 'Voting Technology, Political Responsiveness, and Infant Health: Evidence from Brazil', Table II, Panel A, column (2): estimate the jump in valid votes as a share of turnout in the 1998 state legislature elections at the threshold of 40,500 registered voters in 1996, above which municipalities voted electronically in the 1998 elections, as a sharp regression discontinuity. Use a local linear regression on each side of the threshold with a rectangular kernel (unweighted observations), a bandwidth of 10,000 registered voters, and heteroskedasticity-robust standard errors. Report the jump at the threshold.

Resposta

Estimativa (infer.rdd): effect = 0,1213.

Valores esperados e de onde vêm

fujiwara_2015.tab2_pa_valid98_c2.software

Fonte
statsmodels 0.15.0: the reference specification of fujiwara_2015 tab2_pa_valid98_c2 (infer.rdd, figure 'effect') on an independent code path
Tipo
software
Localização
fujiwara_2015: Table II, Panel A, row 'Valid Votes/Turnout (1998 Election)', column (2), bandwidth 10,000
Valor
0,1212820.12128157455034086 (se 0,01597280.01597282028974219)
Conferido por
execução de software · sm.OLS(r_util98, [const, treat, d·(1-treat), d·treat]).fit(cov_type='HC1') with d = voters96 - 40500, rows |d| <= 10000, treat = d >= 0 on munic (munic.dta of the file pinned at sha256 5cd5b8796355e025807dc303263b1fbb16f442c3c7551f14ee3557768a310894); n_obs = 5281, n_left = 151, n_right = 78. 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: 0,1212820.12128157455034086 · relativa 0.000001 · absoluta 1.597282028974219e-8
  • #12 figura da resposta próxima: 0,01597280.01597282028974219 · relativa 0.000001 · absoluta 1.597282028974219e-8

fujiwara_2015.tab2_pa_valid98_c2.paper

Fonte
Fujiwara, T. (2015). Voting Technology, Political Responsiveness, and Infant Health: Evidence From Brazil. Econometrica 83(2): 423-464.
Tipo
paper
Localização
Table II (treatment effects of electronic voting), Panel A (baseline results), row 'Valid Votes/Turnout (1998 Election)', column (2), bandwidth 10,000, linear
Página
436
Trecho
Valid Votes/Turnout (1998 Election) 0.121 (0.016)
Valor como publicado
0.121
Erro-padrão como publicado
0.016
Valor
0,1210.121 (se 0,0160.016) share of turnout (valid votes / turnout)
Conferido por
fonte primária · Read on 2026-10-15 from the published Econometrica version on the author's Princeton page (43-page PDF; Table II on PDF page 15) from the rendered page image; pdftotext drops this PDF's decimal-point glyph. Table II notes: robust standard errors; each cell a separate local linear regression. Data check made before any estimate: voters96 is integer-valued, no municipality has exactly 40,500 voters and none sits on a bandwidth edge, so munic.do's strict inequalities (treat if dep>0, bw<h) select the rows the tool's (running >= cutoff, |running - cutoff| <= h) select. N row: 229.
sha256 da cópia lida
e2d693b96b22ea0dec46893e9b1f1a3a5399a23d844bcd0ec58e9e1c410a0600 (identifica a cópia lida, não um arquivo canônico)
Endereço
https://www.princeton.edu/~fujiwara/papers/elecvote_site.pdf
Licença
Copyright The Econometric Society; cited, not reproduced.
  • #13 figura da resposta próxima: 0,1210.121 · published_cell d=3 · absoluta 0.000500001
  • #14 figura da resposta próxima: 0,0160.016 · published_cell d=3 (the SE as printed) · absoluta 0.000500001

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_7aa43d6b:effect (infer.rdd)
obrigatóriapassou—"call_7aa43d6b:effect"——call_7aa43d6b
2ferramenta chamada
answer call is infer.rdd
obrigatóriapassou—"infer.rdd"——call_7aa43d6b
3argumento igual
infer.rdd.y = 'r_util98'
obrigatóriapassou"r_util98""r_util98"——call_7aa43d6b
4argumento igual
infer.rdd.running = 'voters96'
obrigatóriapassou"voters96""voters96"——call_7aa43d6b
5argumento igual
infer.rdd.cutoff = 40500.0
obrigatóriapassou40.5004050040.50040500——call_7aa43d6b
6argumento igual
infer.rdd.bandwidth = 10000.0
obrigatóriapassou10.0001000010.00010000——call_7aa43d6b
7argumento igual
infer.rdd.kernel = 'uniform'
obrigatóriapassou"uniform""uniform"——call_7aa43d6b
8argumento igual
infer.rdd.polynomial = 1
obrigatóriapassou1111——call_7aa43d6b
9diagnóstico
151 vs 151
obrigatóriapassou151151151151default rel 1e-6 (abs floor 1e-6)—call_7aa43d6b
10diagnóstico
78 vs 78
obrigatóriapassou78787878default rel 1e-6 (abs floor 1e-6)—call_7aa43d6b
11figura da resposta próxima
0.1212815746 vs 0.12128157455034086
obrigatóriapassou0,1212820.121281574550340860,1212820.12128157455040935relativa 0.000001 · absoluta 1.597282028974219e-8fujiwara_2015.tab2_pa_valid98_c2.softwarecall_7aa43d6b
12figura da resposta próxima
0.01597282029 vs 0.01597282028974219
obrigatóriapassou0,01597280.015972820289742190,01597280.015972820289750132relativa 0.000001 · absoluta 1.597282028974219e-8fujiwara_2015.tab2_pa_valid98_c2.softwarecall_7aa43d6b
13figura da resposta próxima
0.1212815746 vs 0.121
registradapassou0,1210.1210,1212820.12128157455040935published_cell d=3 · absoluta 0.000500001fujiwara_2015.tab2_pa_valid98_c2.papercall_7aa43d6b
14figura da resposta próxima
0.01597282029 vs 0.016
registradapassou0,0160.0160,01597280.015972820289750132published_cell d=3 (the SE as printed) · absoluta 0.000500001fujiwara_2015.tab2_pa_valid98_c2.papercall_7aa43d6b

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.fujiwara_2015.tab2_pa_valid98_c2.tool)

Referência: infer.rddChamada do agente: infer.rdd (call_7aa43d6b)igual
Argumentos da referência e do agente
ArgumentoReferênciaAgente
bandwidth10.0001000010.00010000igual
cluster——não fixado pela referência
cutoff40.5004050040.50040500igual
dataset"munic""munic"igual
kernel"uniform""uniform"igual
level—0,950.95não fixado pela referência
polynomial1111igual
running"voters96""voters96"igual
subset——não fixado pela referência
y"r_util98""r_util98"igual

Trajetória

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

  1. 0Início

    Fujiwara, T. (2015), 'Voting Technology, Political Responsiveness, and Infant Health: Evidence from Brazil', Table II, Panel A, column (2): estimate the jump in valid votes as a share of turnout in the 1998 state legislature elections at the threshold of 40,500 registered voters in 1996, above which municipalities voted electronically in the 1998 elections, as a sharp regression discontinuity. Use a local linear regression on each side of the threshold with a rectangular kernel (unweighted observations), a bandwidth of 10,000 registered voters, and heteroskedasticity-robust standard errors. Report the jump at the threshold.

    munic (agent)

    The author's municipality file for Fujiwara (2015), 'Voting Technology, Political Responsiveness, and Infant Health: Evidence from Brazil': one row per Brazilian municipality (5,281 rows). In the 1998 elections, municipalities with more than 40,500 registered voters in 1996 used electronic voting and the others paper ballots; in 1994 every municipality used paper ballots and in 2002 every one voted electronically. Columns: uf, state; voters96, number of registered voters in 1996; r_util98, r_util94, r_util02, valid votes as a share of turnout in the state legislature elections of 1998, 1994 and 2002; attend, turnout as a share of registered voters (1998); regist, registered voters as a share of population (1998); null_est_share and blank_est_share, null and blank votes as a share of turnout (state legislature, 1998); util_pres_share, util_gov_share, util_fed_share, util_sen_share, valid votes as a share of turnout in the presidential, gubernatorial, federal lower chamber and senate elections (1998); right, vote-weighted party ideology; right_meas, votes for parties with measured ideology over total valid votes; right_state, state average of right; illiter, illiteracy rate (percent); less4 and less8, shares without 4 and without 8 years of schooling; gini, Gini index; income, monthly income; latitude; longitude; urbanization, share of urban population; population91 and population00, population in 1991 and 2000 (thousands). The schooling, income, inequality and urbanization variables come from the 1991 census.

    file 5cd5b8796355e025807dc303263b1fbb16f442c3c7551f14ee3557768a310894 · frame —
  2. 1Turno do modelo
    call_c678dd2dreferenceFim: tool_use0 ms0 de entrada · 0 de saída · 0 de raciocínio · 0 em cache
    Texto visível

    Table II, Panel A, column (2): local linear RD at 40,500 voters, rectangular kernel, bandwidth 10,000, robust errors (munic.do: reg y treat dep deptreat if bw<h, rob).

    Chamadas pedidas
    • infer.rdd
      {
        "bandwidth": 10000,
        "cutoff": 40500,
        "dataset": "munic",
        "kernel": "uniform",
        "polynomial": 1,
        "running": "voters96",
        "y": "r_util98"
      }
  3. 2Ferramenta
    infer.rddv0.1.0call_7aa43d6bdecidido pelo modeloreexecutável

    Motivo: Table II, Panel A, column (2): local linear RD at 40,500 voters, rectangular kernel, bandwidth 10,000, robust errors (munic.do: reg y treat dep deptreat if bw<h, rob).

    Argumentos
    {
      "bandwidth": 10000,
      "cluster": null,
      "cutoff": 40500,
      "dataset": "munic",
      "kernel": "uniform",
      "level": 0.95,
      "polynomial": 1,
      "running": "voters96",
      "subset": null,
      "y": "r_util98"
    }
    Figuras call_7aa43d6b
    ChaveValorValor brutoErro-padrãoIC
    effect
    Jump in r_util98 at the cutoff of voters96
    0,121282 0.121281574550409350,01597280.0159728202897501320,0899754 – 0,152588
    Diagnósticos
    • bandwidth = 10.00010000
    • bandwidth_method = "user"
    • n_left = 151151
    • n_right = 7878
    • kernel = "uniform"
    • polynomial = 11
    • bandwidth_sensitive = false
    • n_obs = 5.2815281
    • se_type = "HC1"
    Tabelas (1)
    {
      "sensitivity": [
        {
          "bandwidth": 5000,
          "ci_high": 0.1730692435662713,
          "ci_low": 0.07411927604798471,
          "estimate": 0.123594259807128,
          "multiplier": 0.5,
          "n_left": 75,
          "n_right": 41,
          "se": 0.02524280249504361
        },
        {
          "bandwidth": 10000,
          "ci_high": 0.15258772704985024,
          "ci_low": 0.08997542205096845,
          "estimate": 0.12128157455040935,
          "multiplier": 1,
          "n_left": 151,
          "n_right": 78,
          "se": 0.015972820289750132
        },
        {
          "bandwidth": 20000,
          "ci_high": 0.15000295828723778,
          "ci_low": 0.10603984912383449,
          "estimate": 0.12802140370553614,
          "multiplier": 2,
          "n_left": 428,
          "n_right": 130,
          "se": 0.011215284951707961
        }
      ]
    }
    Digests dos dados
    munic 4849fb53b02d5e1e529b6e802d6e90e871843cf5f89da8ad229cd022bbd01f2e
    sha256 do resultado
    8b6bf655bb9b9703c7280af0d8d854b2b6e37140d9d0656de9ea50cd675c1a0d
  4. 3Turno do modelo
    call_48b31c86referenceFim: 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 = 0,1213.",
        "caveats": [],
        "figure_refs": [
          "call_7aa43d6b:effect"
        ]
      }
  5. 4Guarda
    resposta aceita
    Números encontrados
    0,1213
    Sem lastro
    —
    Não citados
    —
    1 nova(s) tentativa(s) restante(s)
  6. 5Resposta

    Estimativa (infer.rdd): effect = 0,1213.

    Figuras citadas: call_7aa43d6b:effect · Parada: answered
    Figura da resposta: call_7aa43d6b:effect = 0,1212820.12128157455040935 (se 0,01597280.015972820289750132)
  7. 6Pontuação
    #0resposta com lastropassouobrigatóriaevery number backed
  8. 7Pontuação
    #1figura da resposta escolhidapassouobrigatóriaanswer figure call_7aa43d6b:effect (infer.rdd)
  9. 8Pontuação
    #2ferramenta chamadapassouobrigatóriaanswer call is infer.rdd
  10. 9Pontuação
    #3argumento igualpassouobrigatóriainfer.rdd.y = 'r_util98'
  11. 10Pontuação
    #4argumento igualpassouobrigatóriainfer.rdd.running = 'voters96'
  12. 11Pontuação
    #5argumento igualpassouobrigatóriainfer.rdd.cutoff = 40500.0
  13. 12Pontuação
    #6argumento igualpassouobrigatóriainfer.rdd.bandwidth = 10000.0
  14. 13Pontuação
    #7argumento igualpassouobrigatóriainfer.rdd.kernel = 'uniform'
  15. 14Pontuação
    #8argumento igualpassouobrigatóriainfer.rdd.polynomial = 1
  16. 15Pontuação
    #9diagnósticopassouobrigatória151 vs 151
  17. 16Pontuação
    #10diagnósticopassouobrigatória78 vs 78
  18. 17Pontuação
    #11figura da resposta próximapassouobrigatória0.1212815746 vs 0.12128157455034086
  19. 18Pontuação
    #12figura da resposta próximapassouobrigatória0.01597282029 vs 0.01597282028974219
  20. 19Pontuação
    #13figura da resposta próximapassouregistrada0.1212815746 vs 0.121
  21. 20Pontuação
    #14figura da resposta próximapassouregistrada0.01597282029 vs 0.016

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