Tarefa paper_repro.stock_watson_fatalities.tab10_1_c2.agent
paper_reproagentT2publicépoca 1, tentativa 1Execução: 20261015T165911Z-suite-paper_repro-baseline-8b4f85Veredito
no answer figure: the answer cites no effect of an estimator call-0.6558737221504346Pergunta feita ao analista
Stock and Watson, Introduction to Econometrics, Table 10.1, column (2): using the panel of 48 U.S. states over 1982-1988, regress the traffic fatality rate (deaths per 10,000 residents) on the real tax on a case of beer with fixed effects for the states and no time effects, with standard errors clustered by states. Report the coefficient on the beer tax.
Pelas regras deste roteador não identifiquei um desenho que responda à pergunta; nenhuma estimativa foi feita.
Como o agente resolveu e como foi validado
Resumo passo a passo do que o agente executou, por que o caminho está correto e como cada verificação conferiu o resultado.
- 1Preparação da base de dados
fatalities— Stock and Watson's traffic fatalities panel (R package AER, Fatalities; Ruhm 1996): one row per U.S. state (the 48 contiguous states) and year, 1982-1988 (336 rows). Columns: rownames, a row number; state, two-letter state code; year; spirits, spirits consumption; unemp, unemployment rate; income, per capita personal income (1987 dollars); emppop, employment to population ratio; beertax, tax on a case of beer (1988 dollars); baptist and mormon, percent of residents Southern Baptist and Mormon; drinkage, minimum legal drinking age; dry, percent of residents in dry counties; youngdrivers, percent of drivers aged 15-24; miles, average miles per driver; breath, jail, service, 'yes' for a preliminary breath test law, mandatory jail sentence and mandatory community service; fatal, number of vehicle fatalities; nfatal and sfatal, night-time and single-vehicle fatalities; fatal1517, fatal1820, fatal2124 and their night-time counterparts, fatalities by age group; afatal, alcohol-involved fatalities; pop, population; pop1517, pop1820, pop2124, population by age group; milestot, total vehicle miles (millions); unempus and emppopus, national unemployment rate and employment ratio; gsp, growth of gross state product. Columns built from the book's definition: fatal_per_pop, fatal divided by pop; frate, the traffic fatality rate, deaths per 10,000 residents (fatal_per_pop times 10,000).Transformação "derive" aplicada à base "fatalities" (336 → 336 linhas).{"args":{"left":"fatal","right":"pop"},"name":"fatal_per_pop","op":"ratio"}Transformação "derive" aplicada à base "fatalities" (336 → 336 linhas).{"args":{"column":"fatal_per_pop","factor":10000},"name":"frate","op":"scale"} - 2Conferência de lastro e resposta final
Todos os 0 números escritos na resposta foram conferidos contra as ferramentas e o enunciado (nenhum número sem lastro).
- #0resposta com lastroGarante que todo número citado no texto veio de uma ferramenta ou do enunciado (sem cálculo mental do modelo).
- #1figura da resposta escolhidaan answer figure: the effect of an estimator call the answer cites
- #2uma entreacceptable tools: the reference tool and its alternatives
- #3argumento igual
youtcome: traffic deaths per 10,000 residents - #4argumento igual
festate fixed effects, no time effects - #5argumento igual
clustererrors clustered by state - #6argumento igual
yalternative infer.fe - #7argumento igual
unitalternative infer.fe - #8diagnóstico
n_obsConfere o diagnóstico "n_obs" reportado pela ferramenta. - #9diagnóstico
n_obsalternative infer.fe - #10figura da resposta próximasoftware reference
- #11figura da resposta próximasoftware reference, SE (the question states the convention)
- #12figura da resposta próximapublished cell: recorded, never required on T2/T3
- #13figura da resposta próximapublished cell, SE: recorded, never required on T2/T3
Aprofundamento técnico para especialistas
Acesso direto às fontes primárias, tabela formal de verificações, comparação de argumentos, trajetória completa com prompts brutos e somas SHA-256.
Valores esperados e de onde vêm
stock_watson_fatalities.tab10_1_c2.software
- Fonte
- statsmodels 0.15.0: the reference specification of stock_watson_fatalities tab10_1_c2 (infer.ols, figure 'coef.beertax') on an independent code path
- Tipo
- software
- Localização
- stock_watson_fatalities: Table 10.1 (Regression analysis of the effect of drunk driving laws on traffic deaths), column (2) (state effects, no time effects, clustered standard errors), row 'Beer tax'
- Valor
- -0,655874
-0.6558737221504346(se 0,3148480.31484759309473803) - Conferido por
- execução de software · sm.OLS(frate, add_constant(['beertax']), fe dummies ['state']; 49 independent columns).fit(cov_type='cluster', groups=state) on fatalities (the file pinned at sha256 ae265c1b14b4a023179b3af5db33b6a659ccf804987f26e8349826d4083ee149, after its 2 declared transforms); n_obs = 336. 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/
- #10 figura da resposta próxima: -0,655874
-0.6558737221504346· relativa 0.000001 · absoluta 3.1484759309473804e-7 - #11 figura da resposta próxima: 0,314848
0.31484759309473803· relativa 0.000001 · absoluta 3.1484759309473804e-7
stock_watson_fatalities.tab10_1_c2.paper
- Fonte
- Stock, J. H. and Watson, M. W. (2015). Introduction to Econometrics, 3rd edition (update) or later; the edition of the reproduced table is not confirmed. Boston: Pearson.
- Tipo
- textbook
- Localização
- Table 10.1 (Regression analysis of the effect of drunk driving laws on traffic deaths), column (2) (state effects, no time effects, clustered standard errors), row 'Beer tax'
- Página
- slide 66 of the NTU reproduction (book page not read)
- Trecho
Table 10.1, Beer tax, column (2): −0.66 (0.29)
- Valor como publicado
−0.66- Erro-padrão como publicado
0.29- Valor
- -0,66
-0.66(se 0,290.29) deaths per 10,000 residents per dollar of real beer tax per case - Conferido por
- fonte secundária · The book itself was not read (not public). Secondary reproduction read on 2026-10-15: Ming-Ching Luoh's course slides 'Regression with Panel Data' (National Taiwan University, 2022; panel.pdf, sha256 72404054...), slide 66, an image of the book's Table 10.1 'Regression Analysis of the Effect of Drunk Driving Laws on Traffic Deaths' (dependent variable: traffic fatality rate, deaths per 10,000), read from the page rendered at 220 dpi. The table's layout (95% intervals in brackets, a 'Clustered standard errors?' row) suggests the 3rd edition; neither slide names an edition. The same deck's slide 35 prints an equation with a non-clustered standard error, -.66 (.20), edition not stated; the cells here are the table's clustered ones.
- sha256 da cópia lida
724040543bc392d0119d830d39ae5aabbbb08e847c66f33e9bfe56c64734b344(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 on this target; from the stated conventions. Table 10.1 reports errors clustered by state with the convention of Stata's xtreg/areg-style panel output, where the absorbed state effects (nested in the clusters) are not counted in K; infer.ols, by its card, puts fixed effects in as dummies and applies the CR1 correction G/(G-1)·(N-1)/(N-K) with the dummies counted in K, so its clustered SE is larger by about sqrt((N-1)/(N-K)). The research probe of 2026-10-14 (research-papers.md sections 2.4 and 3.21) found 0.3148 against the printed 0.29 for column (2). The printed SE (and, for safety, the printed cell) is therefore a se_convention deviation: recorded, counted in replication fidelity, non-required on T1.
- Endereço
https://homepage.ntu.edu.tw/~luohm/metrics2022s/panel.pdf- Licença
- Copyright Pearson Education; cited, not reproduced.
- #12 figura da resposta próxima: -0,66
-0.66· published_cell d=2 · absoluta 0.0050000010000000004 - #13 figura da resposta próxima: 0,29
0.29· published_cell d=2 (the SE as printed) · absoluta 0.0050000010000000004
Especificação técnica do gabarito
Stock, J. H. and Watson, M. W. (2015). Introduction to Econometrics, 3rd edition (update) or later; the edition of the reproduced table is not confirmed. Boston: Pearson. Table 10.1 (drunk driving laws and traffic deaths). Table 10.1 (Regression analysis of the effect of drunk driving laws on traffic deaths), column (2) (state effects, no time effects, clustered standard errors), row 'Beer tax' (source stock_watson_fatalities.tab10_1_c2.paper); software reference stock_watson_fatalities.tab10_1_c2.software: statsmodels 0.15.0: the reference specification of stock_watson_fatalities tab10_1_c2 (infer.ols, figure 'coef.beertax') on an independent code path
Verificações
| # | Verificação | Obrigatória | Resultado | Esperado | Observado | Tolerância | Fonte | Chamada |
|---|---|---|---|---|---|---|---|---|
| 0 | resposta com lastro Garante que todo número citado no texto veio de uma ferramenta ou do enunciado (sem cálculo mental do modelo). every number backed | obrigatória | passou | 0 sem lastro | 0 sem lastro[] | — | — | — |
| 1 | figura da resposta escolhida an answer figure: the effect of an estimator call the answer cites no answer figure: the answer cites no effect of an estimator call | obrigatória | falhou | — | — | — | — | — |
| 2 | uma entre acceptable tools: the reference tool and its alternatives tool_called(infer.ols): no answer figure: the answer cites no effect of an estimator call | tool_called(infer.fe): no answer figure: the answer cites no effect of an estimator call | obrigatória | falhou | [{"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.fe","value":null,"weight":1,"where":null}] | — | — | — | — |
| 3 | argumento igual youtcome: traffic deaths per 10,000 residents no answer figure: the answer cites no effect of an estimator call | obrigatória | falhou | "frate" | — | — | — | — |
| 4 | argumento igual festate fixed effects, no time effects no answer figure: the answer cites no effect of an estimator call | obrigatória | falhou | ["state"] | — | — | — | — |
| 5 | argumento igual clustererrors clustered by state no answer figure: the answer cites no effect of an estimator call | obrigatória | falhou | "state" | — | — | — | — |
| 6 | argumento igual yalternative infer.fe no answer figure: the answer cites no effect of an estimator call | obrigatória | falhou | "frate" | — | — | — | — |
| 7 | argumento igual unitalternative infer.fe no answer figure: the answer cites no effect of an estimator call | obrigatória | falhou | "state" | — | — | — | — |
| 8 | diagnóstico n_obsConfere o diagnóstico "n_obs" reportado pela ferramenta. no answer figure: the answer cites no effect of an estimator call | obrigatória | falhou | 336336 | — | default rel 1e-6 (abs floor 1e-6) | — | — |
| 9 | diagnóstico n_obsalternative infer.fe no answer figure: the answer cites no effect of an estimator call | obrigatória | falhou | 336336 | — | default rel 1e-6 (abs floor 1e-6) | — | — |
| 10 | figura da resposta próxima software reference no answer figure: the answer cites no effect of an estimator call | obrigatória | falhou | -0,655874-0.6558737221504346 | — | relativa 0.000001 · absoluta 3.1484759309473804e-7 | stock_watson_fatalities.tab10_1_c2.software | — |
| 11 | figura da resposta próxima software reference, SE (the question states the convention) no answer figure: the answer cites no effect of an estimator call | obrigatória | falhou | 0,3148480.31484759309473803 | — | relativa 0.000001 · absoluta 3.1484759309473804e-7 | stock_watson_fatalities.tab10_1_c2.software | — |
| 12 | figura da resposta próxima published cell: recorded, never required on T2/T3 no answer figure: the answer cites no effect of an estimator call | registrada | falhou | -0,66-0.66 | — | published_cell d=2 · absoluta 0.0050000010000000004 | stock_watson_fatalities.tab10_1_c2.paper | — |
| 13 | figura da resposta próxima published cell, SE: recorded, never required on T2/T3 no answer figure: the answer cites no effect of an estimator call | registrada | falhou | 0,290.29 | — | published_cell d=2 (the SE as printed) · absoluta 0.0050000010000000004 | stock_watson_fatalities.tab10_1_c2.paper | — |
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.stock_watson_fatalities.tab10_1_c2.tool)
Trajetória
Cada evento na ordem em que aconteceu: turnos do modelo, chamadas de ferramentas, guardas, transformações e pontuação.
- 0Início
Stock and Watson, Introduction to Econometrics, Table 10.1, column (2): using the panel of 48 U.S. states over 1982-1988, regress the traffic fatality rate (deaths per 10,000 residents) on the real tax on a case of beer with fixed effects for the states and no time effects, with standard errors clustered by states. Report the coefficient on the beer tax.
fatalities(agent)Stock and Watson's traffic fatalities panel (R package AER, Fatalities; Ruhm 1996): one row per U.S. state (the 48 contiguous states) and year, 1982-1988 (336 rows). Columns: rownames, a row number; state, two-letter state code; year; spirits, spirits consumption; unemp, unemployment rate; income, per capita personal income (1987 dollars); emppop, employment to population ratio; beertax, tax on a case of beer (1988 dollars); baptist and mormon, percent of residents Southern Baptist and Mormon; drinkage, minimum legal drinking age; dry, percent of residents in dry counties; youngdrivers, percent of drivers aged 15-24; miles, average miles per driver; breath, jail, service, 'yes' for a preliminary breath test law, mandatory jail sentence and mandatory community service; fatal, number of vehicle fatalities; nfatal and sfatal, night-time and single-vehicle fatalities; fatal1517, fatal1820, fatal2124 and their night-time counterparts, fatalities by age group; afatal, alcohol-involved fatalities; pop, population; pop1517, pop1820, pop2124, population by age group; milestot, total vehicle miles (millions); unempus and emppopus, national unemployment rate and employment ratio; gsp, growth of gross state product. Columns built from the book's definition: fatal_per_pop, fatal divided by pop; frate, the traffic fatality rate, deaths per 10,000 residents (fatal_per_pop times 10,000).
fileae265c1b14b4a023179b3af5db33b6a659ccf804987f26e8349826d4083ee149· frame —derive{"args":{"left":"fatal","right":"pop"},"name":"fatal_per_pop","op":"ratio"}derive{"args":{"column":"fatal_per_pop","factor":10000},"name":"frate","op":"scale"}
- 1Transformação
fatalities·derive{"args":{"left":"fatal","right":"pop"},"name":"fatal_per_pop","op":"ratio"}336 → 336 linhasFrame antes → depois:63bcb8c60f68→4658e9b711d9 - 2Transformação
fatalities·derive{"args":{"column":"fatal_per_pop","factor":10000},"name":"frate","op":"scale"}336 → 336 linhasFrame antes → depois:4658e9b711d9→fbec03347d8a - 3Turno do modelo
call_60ce99d8rules-1Fim:tool_use0 ms0 de entrada · 0 de saída · 0 de raciocínio · 0 em cacheChamadas pedidassubmit_answer(meta-ferramenta){ "answer": "Pelas regras deste roteador não identifiquei um desenho que responda à pergunta; nenhuma estimativa foi feita.", "caveats": [], "figure_refs": [] }
- 4Guardaresposta aceita
- Números encontrados
- —
- Sem lastro
- —
- Não citados
- —
1 nova(s) tentativa(s) restante(s) - 5Resposta
Pelas regras deste roteador não identifiquei um desenho que responda à pergunta; nenhuma estimativa foi feita.
Figuras citadas:—· Parada:answered - 6Pontuação#0resposta com lastropassouobrigatória
every number backed - 7Pontuação#1figura da resposta escolhidafalhouobrigatória
no answer figure: the answer cites no effect of an estimator call - 8Pontuação#2uma entrefalhouobrigatória
tool_called(infer.ols): no answer figure: the answer cites no effect of an estimator call | tool_called(infer.fe): no answer figure: the answer cites no effect of an estimator call - 9Pontuação#3argumento igualfalhouobrigatória
no answer figure: the answer cites no effect of an estimator call - 10Pontuação#4argumento igualfalhouobrigatória
no answer figure: the answer cites no effect of an estimator call - 11Pontuação#5argumento igualfalhouobrigatória
no answer figure: the answer cites no effect of an estimator call - 12Pontuação#6argumento igualfalhouobrigatória
no answer figure: the answer cites no effect of an estimator call - 13Pontuação#7argumento igualfalhouobrigatória
no answer figure: the answer cites no effect of an estimator call - 14Pontuação#8diagnósticofalhouobrigatória
no answer figure: the answer cites no effect of an estimator call - 15Pontuação#9diagnósticofalhouobrigatória
no answer figure: the answer cites no effect of an estimator call - 16Pontuação#10figura da resposta próximafalhouobrigatória
no answer figure: the answer cites no effect of an estimator call - 17Pontuação#11figura da resposta próximafalhouobrigatória
no answer figure: the answer cites no effect of an estimator call - 18Pontuação#12figura da resposta próximafalhouregistrada
no answer figure: the answer cites no effect of an estimator call - 19Pontuação#13figura da resposta próximafalhouregistrada
no answer figure: the answer cites no effect of an estimator call
Épocas × verificações
| # | 0 | 1 | 2 | 3 | 4 | 5 | 6 | 7 | 8 | 9 | 10 | 11 | 12 | 13 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Época 1 | passou | falhou | falhou | falhou | 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
647f661371d9c523575d37ef9c8976c33b51fb7159c4241d20fe31125fa184eeO 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.
| Arquivo | Tamanho | sha256 |
|---|---|---|
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| sources/stock_watson_fatalities.tab10_1_c2.paper.json | 2,8 KB | 3916f74ed2d41b56ebbd3b560d86c61cdf2c1250bcabea353b4337ac72db4b70 |
| sources/stock_watson_fatalities.tab10_1_c2.software.json | 1,4 KB | 02029cb3ca03fede940432b021201deb6d05816b437bb39cf1bc49c8505eb36e |
| specs/paper_repro.stock_watson_fatalities.tab10_1_c2.agent.json | 11,8 KB | 54928998985406813cf72d96e25b5667c75a4c55788ee65d32bbdfbb915f0d97 |
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| trajectories/paper_repro.stock_watson_fatalities.tab10_1_c2.agent.e1.a1.jsonl | 13,9 KB | 99f13ae35d7d15718400a1600407250f616bf84c37365528e8f72e33b23bcdc5 |