Tarefa crb_papers.q074

crb_papersagentT2publicépoca 1, tentativa 1Execução: 20261015T170925Z-suite-crb_papers-scripted-2dbcf5

Veredito

passouPassou em todas as verificações obrigatórias.

Família do método (das chamadas de ferramentas): iv (two-stage least squares)

Pergunta feita ao analista

What is the causal effect of municipal civil service reform adoption on the share of blue-collar municipal government jobs held by native-born white workers, estimated for municipalities whose adoption was externally induced (local compliers)?

Resposta

Estimativa (infer.iv_2sls): coef.treat_actual = -0,1689. Reference path transcribed from the item's own estimation script.

Valores esperados e de onde vêm

crb_papers.q074.gold

Fonte: CausalReasoningBenchmark, causal_queries.json, index 74 (revision edd0fe1c1d1c)
Tipo: benchmark_gold
Localização: causal_queries.json['74'].effect and .standard_error
Trecho: index 74: effect -0.168896, standard_error 0.098381
Valor como publicado: -0.16889570857702552
Erro-padrão como publicado: 0.09838104012319736
Valor: -0,168896-0.16889570857702552 (se 0,0983810.09838104012319736)
Conferido por: arquivo do benchmark · Read from the catalog at the pinned revision by scripts/freeze_crb_papers.py; the catalog states the value its estimation script prints.
Endereço: https://huggingface.co/datasets/syrgkanislab/CausalReasoningBenchmark/resolve/edd0fe1c1d1c5c0a4f0e3e67a50481ac679fb888/causal_queries.json
Licença: MIT

#2 figura da resposta próxima: -0,168896-0.16889570857702552 · relativa 0.000001 · absoluta 9.838104012319735e-8
#3 figura da resposta próxima: 0,0983810.09838104012319736 · relativa 0.000001 · absoluta 9.838104012319735e-8

crb_papers.q074.script

Fonte: CausalReasoningBenchmark reference estimation script for index 74
Tipo: software
Localização: solutions/research_papers/IV/Kuipers2022/question/estimation.py
Valor: —
Conferido por: arquivo do benchmark · sha256 of the script's 591 bytes at the pinned revision; the reference path of the item is a transcription of this script into typed transforms and tool calls (never executed here).
Implementação: independente da ferramenta
sha256 da cópia lida: 21c133a31b59ed07fbd06a9a87e7c4efe65cc45c4938fe5b8c85abd5f5dc76e3 (identifica a cópia lida, não um arquivo canônico)
Endereço: https://huggingface.co/datasets/syrgkanislab/CausalReasoningBenchmark/resolve/edd0fe1c1d1c5c0a4f0e3e67a50481ac679fb888/solutions/research_papers/IV/Kuipers2022/question/estimation.py
Licença: MIT

Verificações

Cada verificação, o que esperava, o que observou e a chamada que leu
#	Verificação	Obrigatória	Resultado	Esperado	Observado	Tolerância	Fonte	Chamada
0	resposta com lastro every number backed	obrigatória	passou	—	`[]`	—	—	—
1	figura da resposta próxima -0.1688957086 in [-0.3617225472, 0.02393113006]?	obrigatória	passou	`[-0.36172254721849234,0.02393113006444131]`	-0,168896`-0.16889570857684477`	interval · [-0.36172254721849234, 0.02393113006444131]	—	call_097900d4
2	figura da resposta próxima -0.1688957086 vs -0.16889570857702552	registrada	passou	-0,168896`-0.16889570857702552`	-0,168896`-0.16889570857684477`	relativa 0.000001 · absoluta 9.838104012319735e-8	crb_papers.q074.gold	call_097900d4
3	figura da resposta próxima 0.1098631 vs 0.09838104012319736	registrada	falhou	0,098381`0.09838104012319736`	0,109863`0.10986309995036375`	relativa 0.000001 · absoluta 9.838104012319735e-8	crb_papers.q074.gold	call_097900d4

Caminho de referência e caminho do agente

A chamada de referência ao lado da chamada que deu a resposta, argumento por argumento.

caminho de referência do item · benchmark_script

Referência: infer.iv_2slsChamada do agente: infer.iv_2sls (call_097900d4)igual

Argumentos da referência e do agente
Argumento	Referência	Agente
cluster	—	—	não fixado pela referência
dataset	`"ref_iv"`	`"ref_iv"`	igual
endog	`["treat_actual"]`	`["treat_actual"]`	igual
exog	["pop","YEAR_1860.0","YEAR_1870.0","YEAR_1880.0","YEAR_1900.0","YEAR_1910.0","YEAR_1920.0","YEAR_1930.0","YEAR_1940.0","city_albany, ny","city_alexandria, la","city_allentown, pa","city_alliance, oh","city_altoona, pa","city_ames, ia","city_amsterdam, ny","city_anniston, al","city_appleton, wi","city_arnold, pa","city_ashland, oh","city_ashland, wi","city_ashtabula, oh","city_atlantic city, nj","city_attleboro, ma","city_auburn, ny","city_augusta, ga","city_barberton, oh","city_batavia, ny","city_baton rouge, la","city_beacon, ny","city_beaver falls, pa","city_bellaire, oh","city_beloit, wi","city_benton harbor, mi","city_bethlehem, pa","city_beverly, ma","city_binghamton, ny","city_boise, id","city_boone, ia","city_boston, ma","city_bradford, pa","city_brainerd, mn","city_brockton, ma","city_bucyrus, oh","city_buffalo, ny","city_burlington, ia","city_butler, pa","city_cambridge, ma","city_cambridge, oh","city_camden, nj","city_campbell, oh","city_canton, oh","city_carbondale, pa","city_casper, wy","city_cedar rapids, ia","city_chelsea, ma","city_chester, pa","city_cheyenne, wy","city_chicopee, ma","city_chillicothe, oh","city_cincinnati, oh","city_cleveland heights, oh","city_cleveland, oh","city_clifton, nj","city_clinton, ia","city_coatesville, pa","city_coffeyville, ks","city_cohoes, ny","city_columbia, sc","city_columbus, oh","city_connellsville, pa","city_corning, ny","city_corpus christi, tx","city_cortland, ny","city_coshocton, oh","city_council bluffs, ia","city_cudahy, wi","city_cuyahoga falls, oh","city_dallas, tx","city_davenport, ia","city_dayton, oh","city_dearborn, mi","city_denver, co","city_des moines, ia","city_dover, nj","city_du bois, pa","city_dubuque, ia","city_dunkirk, ny","city_duquesne, pa","city_east cleveland, oh","city_east liverpool, oh","city_east orange, nj","city_easton, pa","city_eau claire, wi","city_el paso, tx","city_elizabeth, nj","city_elmira, ny","city_elyria, oh","city_endicott, ny","city_erie, pa","city_euclid, oh","city_eugene, or","city_everett, ma","city_fall river, ma","city_farrell, pa","city_findlay, oh","city_fitchburg, ma","city_floral park, ny","city_fond du lac, wi","city_fort dodge, ia","city_fort madison, ia","city_fort smith, ar","city_fostoria, oh","city_franklin, pa","city_freeport, ny","city_fremont, oh","city_fulton, ny","city_gadsden, al","city_gardner, ma","city_garfield heights, oh","city_gary, in","city_geneva, ny","city_glen cove, ny","city_glens falls, ny","city_gloucester, ma","city_gloversville, ny","city_greeley, co","city_green bay, wi","city_greensburg, pa","city_greenville, sc","city_hamilton, oh","city_harrisburg, pa","city_hastings, ne","city_haverhill, ma","city_hazleton, pa","city_hempstead, ny","city_hibbing, mn","city_holyoke, ma","city_hornell, ny","city_houston, tx","city_hudson, ny","city_hutchinson, ks","city_ilion, ny","city_indianapolis, in","city_iowa city, ia","city_ironton, oh","city_irvington, nj","city_ithaca, ny","city_jackson, mi","city_janesville, wi","city_jeannette, pa","city_jersey city, nj","city_johnson city, ny","city_johnstown, ny","city_johnstown, pa","city_kansas city, ks","city_kearny, nj","city_kenmore, ny","city_kenosha, wi","city_keokuk, ia","city_kingston, ny","city_klamath falls, or","city_la crosse, wi","city_lackawanna, ny","city_lafayette, la","city_lake charles, la","city_lakewood, oh","city_lancaster, oh","city_lancaster, pa","city_lawrence, ma","city_lebanon, pa","city_leominster, ma","city_lima, oh","city_little falls, ny","city_little rock, ar","city_lockport, ny","city_lorain, oh","city_lowell, ma","city_lynbrook, ny","city_lynn, ma","city_madison, wi","city_malden, ma","city_mamaroneck, ny","city_manitowoc, wi","city_mankato, mn","city_mansfield, oh","city_marietta, oh","city_marinette, wi","city_marion, oh","city_marlborough, ma","city_marshalltown, ia","city_martins ferry, oh","city_mason city, ia","city_massillon, oh","city_mckeesport, pa","city_meadville, pa","city_medford, ma","city_melrose, ma","city_middletown, ny","city_middletown, oh","city_milwaukee, wi","city_monroe, la","city_morristown, nj","city_muscatine, ia","city_nanticoke, pa","city_new bedford, ma","city_new castle, pa","city_new philadelphia, oh","city_new rochelle, ny","city_new york, ny","city_newark, nj","city_newark, oh","city_newburgh, ny","city_newburyport, ma","city_newton, ia","city_newton, ma","city_niagara falls, ny","city_niles, oh","city_north adams, ma","city_north little rock, ar","city_north tonawanda, ny","city_northampton, ma","city_norwood, oh","city_nutley, nj","city_ogdensburg, ny","city_oil city, pa","city_olean, ny","city_omaha, ne","city_oneida, ny","city_oneonta, ny","city_orange, nj","city_orlando, fl","city_oshkosh, wi","city_oskaloosa, ia","city_ossining, ny","city_oswego, ny","city_ottumwa, ia","city_painesville, oh","city_parma, oh","city_parsons, ks","city_paterson, nj","city_peabody, ma","city_peekskill, ny","city_philadelphia, pa","city_pine bluff, ar","city_piqua, oh","city_pittsburgh, pa","city_pittsfield, ma","city_pittston, pa","city_plattsburg, ny","city_pocatello, id","city_port chester, ny","city_port huron, mi","city_port jervis, ny","city_portland, or","city_portsmouth, oh","city_pottsville, pa","city_poughkeepsie, ny","city_quincy, ma","city_racine, wi","city_rahway, nj","city_reading, pa","city_revere, ma","city_rochester, mn","city_rochester, ny","city_rome, ny","city_rutherford, nj","city_salem, ma","city_salem, oh","city_salem, or","city_salt lake city, ut","city_san antonio, tx","city_sandusky, oh","city_saratoga springs, ny","city_scranton, pa","city_shaker heights, oh","city_sharon, pa","city_sheboygan, wi","city_shorewood, wi","city_shreveport, la","city_sioux city, ia","city_somerville, ma","city_south milwaukee, wi","city_south orange, nj","city_spartanburg, sc","city_springfield, ma","city_springfield, oh","city_st. augustine, fl","city_st. cloud, mn","city_steubenville, oh","city_stevens point, wi","city_struthers, oh","city_sunbury, pa","city_superior, wi","city_syracuse, ny","city_taunton, ma","city_teaneck, nj","city_tiffin, oh","city_toledo, oh","city_tonawanda, ny","city_topeka, ks","city_trenton, nj","city_troy, ny","city_tuscaloosa, al","city_two rivers, wi","city_union, nj","city_uniontown, pa","city_utica, ny","city_waco, tx","city_waltham, ma","city_warren, oh","city_washington, pa","city_waterloo, ia","city_watertown, ny","city_watertown, wi","city_watervliet, ny","city_waukesha, wi","city_wausau, wi","city_wauwatosa, wi","city_west allis, wi","city_west orange, nj","city_westfield, ma","city_white plains, ny","city_williamsport, pa","city_woburn, ma","city_wooster, oh","city_worcester, ma","city_xenia, oh","city_yonkers, ny","city_york, pa","city_youngstown, oh","city_zanesville, oh"]	["pop","YEAR_1860.0","YEAR_1870.0","YEAR_1880.0","YEAR_1900.0","YEAR_1910.0","YEAR_1920.0","YEAR_1930.0","YEAR_1940.0","city_albany, ny","city_alexandria, la","city_allentown, pa","city_alliance, oh","city_altoona, pa","city_ames, ia","city_amsterdam, ny","city_anniston, al","city_appleton, wi","city_arnold, pa","city_ashland, oh","city_ashland, wi","city_ashtabula, oh","city_atlantic city, nj","city_attleboro, ma","city_auburn, ny","city_augusta, ga","city_barberton, oh","city_batavia, ny","city_baton rouge, la","city_beacon, ny","city_beaver falls, pa","city_bellaire, oh","city_beloit, wi","city_benton harbor, mi","city_bethlehem, pa","city_beverly, ma","city_binghamton, ny","city_boise, id","city_boone, ia","city_boston, ma","city_bradford, pa","city_brainerd, mn","city_brockton, ma","city_bucyrus, oh","city_buffalo, ny","city_burlington, ia","city_butler, pa","city_cambridge, ma","city_cambridge, oh","city_camden, nj","city_campbell, oh","city_canton, oh","city_carbondale, pa","city_casper, wy","city_cedar rapids, ia","city_chelsea, ma","city_chester, pa","city_cheyenne, wy","city_chicopee, ma","city_chillicothe, oh","city_cincinnati, oh","city_cleveland heights, oh","city_cleveland, oh","city_clifton, nj","city_clinton, ia","city_coatesville, pa","city_coffeyville, ks","city_cohoes, ny","city_columbia, sc","city_columbus, oh","city_connellsville, pa","city_corning, ny","city_corpus christi, tx","city_cortland, ny","city_coshocton, oh","city_council bluffs, ia","city_cudahy, wi","city_cuyahoga falls, oh","city_dallas, tx","city_davenport, ia","city_dayton, oh","city_dearborn, mi","city_denver, co","city_des moines, ia","city_dover, nj","city_du bois, pa","city_dubuque, ia","city_dunkirk, ny","city_duquesne, pa","city_east cleveland, oh","city_east liverpool, oh","city_east orange, nj","city_easton, pa","city_eau claire, wi","city_el paso, tx","city_elizabeth, nj","city_elmira, ny","city_elyria, oh","city_endicott, ny","city_erie, pa","city_euclid, oh","city_eugene, or","city_everett, ma","city_fall river, ma","city_farrell, pa","city_findlay, oh","city_fitchburg, ma","city_floral park, ny","city_fond du lac, wi","city_fort dodge, ia","city_fort madison, ia","city_fort smith, ar","city_fostoria, oh","city_franklin, pa","city_freeport, ny","city_fremont, oh","city_fulton, ny","city_gadsden, al","city_gardner, ma","city_garfield heights, oh","city_gary, in","city_geneva, ny","city_glen cove, ny","city_glens falls, ny","city_gloucester, ma","city_gloversville, ny","city_greeley, co","city_green bay, wi","city_greensburg, pa","city_greenville, sc","city_hamilton, oh","city_harrisburg, pa","city_hastings, ne","city_haverhill, ma","city_hazleton, pa","city_hempstead, ny","city_hibbing, mn","city_holyoke, ma","city_hornell, ny","city_houston, tx","city_hudson, ny","city_hutchinson, ks","city_ilion, ny","city_indianapolis, in","city_iowa city, ia","city_ironton, oh","city_irvington, nj","city_ithaca, ny","city_jackson, mi","city_janesville, wi","city_jeannette, pa","city_jersey city, nj","city_johnson city, ny","city_johnstown, ny","city_johnstown, pa","city_kansas city, ks","city_kearny, nj","city_kenmore, ny","city_kenosha, wi","city_keokuk, ia","city_kingston, ny","city_klamath falls, or","city_la crosse, wi","city_lackawanna, ny","city_lafayette, la","city_lake charles, la","city_lakewood, oh","city_lancaster, oh","city_lancaster, pa","city_lawrence, ma","city_lebanon, pa","city_leominster, ma","city_lima, oh","city_little falls, ny","city_little rock, ar","city_lockport, ny","city_lorain, oh","city_lowell, ma","city_lynbrook, ny","city_lynn, ma","city_madison, wi","city_malden, ma","city_mamaroneck, ny","city_manitowoc, wi","city_mankato, mn","city_mansfield, oh","city_marietta, oh","city_marinette, wi","city_marion, oh","city_marlborough, ma","city_marshalltown, ia","city_martins ferry, oh","city_mason city, ia","city_massillon, oh","city_mckeesport, pa","city_meadville, pa","city_medford, ma","city_melrose, ma","city_middletown, ny","city_middletown, oh","city_milwaukee, wi","city_monroe, la","city_morristown, nj","city_muscatine, ia","city_nanticoke, pa","city_new bedford, ma","city_new castle, pa","city_new philadelphia, oh","city_new rochelle, ny","city_new york, ny","city_newark, nj","city_newark, oh","city_newburgh, ny","city_newburyport, ma","city_newton, ia","city_newton, ma","city_niagara falls, ny","city_niles, oh","city_north adams, ma","city_north little rock, ar","city_north tonawanda, ny","city_northampton, ma","city_norwood, oh","city_nutley, nj","city_ogdensburg, ny","city_oil city, pa","city_olean, ny","city_omaha, ne","city_oneida, ny","city_oneonta, ny","city_orange, nj","city_orlando, fl","city_oshkosh, wi","city_oskaloosa, ia","city_ossining, ny","city_oswego, ny","city_ottumwa, ia","city_painesville, oh","city_parma, oh","city_parsons, ks","city_paterson, nj","city_peabody, ma","city_peekskill, ny","city_philadelphia, pa","city_pine bluff, ar","city_piqua, oh","city_pittsburgh, pa","city_pittsfield, ma","city_pittston, pa","city_plattsburg, ny","city_pocatello, id","city_port chester, ny","city_port huron, mi","city_port jervis, ny","city_portland, or","city_portsmouth, oh","city_pottsville, pa","city_poughkeepsie, ny","city_quincy, ma","city_racine, wi","city_rahway, nj","city_reading, pa","city_revere, ma","city_rochester, mn","city_rochester, ny","city_rome, ny","city_rutherford, nj","city_salem, ma","city_salem, oh","city_salem, or","city_salt lake city, ut","city_san antonio, tx","city_sandusky, oh","city_saratoga springs, ny","city_scranton, pa","city_shaker heights, oh","city_sharon, pa","city_sheboygan, wi","city_shorewood, wi","city_shreveport, la","city_sioux city, ia","city_somerville, ma","city_south milwaukee, wi","city_south orange, nj","city_spartanburg, sc","city_springfield, ma","city_springfield, oh","city_st. augustine, fl","city_st. cloud, mn","city_steubenville, oh","city_stevens point, wi","city_struthers, oh","city_sunbury, pa","city_superior, wi","city_syracuse, ny","city_taunton, ma","city_teaneck, nj","city_tiffin, oh","city_toledo, oh","city_tonawanda, ny","city_topeka, ks","city_trenton, nj","city_troy, ny","city_tuscaloosa, al","city_two rivers, wi","city_union, nj","city_uniontown, pa","city_utica, ny","city_waco, tx","city_waltham, ma","city_warren, oh","city_washington, pa","city_waterloo, ia","city_watertown, ny","city_watertown, wi","city_watervliet, ny","city_waukesha, wi","city_wausau, wi","city_wauwatosa, wi","city_west allis, wi","city_west orange, nj","city_westfield, ma","city_white plains, ny","city_williamsport, pa","city_woburn, ma","city_wooster, oh","city_worcester, ma","city_xenia, oh","city_yonkers, ny","city_york, pa","city_youngstown, oh","city_zanesville, oh"]	igual
instruments	`["treat_assign"]`	`["treat_assign"]`	igual
level	—	0,95`0.95`	não fixado pela referência
se	`"HC1"`	`"HC1"`	igual
subset	—	—	não fixado pela referência
y	`"govt"`	`"govt"`	igual

Pendências do caminho de referência: needs_op:iv_se_hc0

Trajetória

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

0Início
What is the causal effect of municipal civil service reform adoption on the share of blue-collar municipal government jobs held by native-born white workers, estimated for municipalities whose adoption was externally induced (local compliers)?
ds_0044 (agent)
| Variable Name | Description | |----------------|---------------------------------------------------------------------------------------------| | Unnamed/Index | Row identifier / index column carried over from the source CSV (sequence number). | | city | Municipality name and state (lowercase string, e.g., "akron, oh"). | | YEAR | Census year (decennial year) for the observation (numeric). | | occ | Occupation class for municipal employment (e.g., "blue_collar", "white_collar", "police"). | | name | Demographic group label combining race and nativity (e.g., "white_x_native_born"). | | govt | Proportion (share) of municipal government jobs in this city–year–occupation held by group. | | pop | Proportion (share) of the municipality's total population comprised by the named group. | | treat_assign | Binary indicator whether a statewide legislative mandate applied to the municipality that decade (0/1). | | treat_actual | Binary indicator whether the municipality had the municipal civil service commission in effect that decade (0/1). | | bandwidth | Numeric distance in residents between the municipality's population and the state cutoff used in assignment rules. | Data Description: This dataset is a municipality-by-decade panel that links full-count U.S. decennial census records (1850–1940) on municipal employment and population composition with administrative indicators derived from state statutes and municipal surveys. Each observation identifies a city and census year, an occupation class, and a demographic group, and reports group shares in the municipal population and in the local government workforce; the file also includes binary flags recording whether a state-level mandate applied and whether a municipal civil service commission was in place, plus a numeric distance-from-cutoff measure used for threshold-based comparisons. The underlying sources include full-count census enumerations (industry/occupation and birthplace fields), historical surveys of municipal civil service adoption, and compiled state session-law information assembled to create a harmonized longitudinal dataset on municipal staff composition.
file d5035ee26421d944dd396fa22c1f412e72a32f59388ef130ad486a3c851a813b · frame —
ref_iv (reference)
file d5035ee26421d944dd396fa22c1f412e72a32f59388ef130ad486a3c851a813b · frame —
1. filter {"query":"occ == 'blue_collar' and name == 'white_x_native_born'"}
2. select {"columns":["govt","treat_actual","treat_assign","pop","YEAR","city"]}
3. dropna {"columns":["govt","treat_actual","treat_assign","pop","YEAR","city"]}
4. dummies {"column":"YEAR","drop_first":true,"prefix":"YEAR"}
5. dummies {"column":"city","drop_first":true,"prefix":"city"}
1Transformação
ref_iv · filter {"query":"occ == 'blue_collar' and name == 'white_x_native_born'"}
40452 → 1686 linhas
Frame antes → depois: 70ec9feb2c79 → 9c9371e96a41
2Transformação
ref_iv · select {"columns":["govt","treat_actual","treat_assign","pop","YEAR","city"]}
1686 → 1686 linhas
Frame antes → depois: 9c9371e96a41 → 1166c0af001f
3Transformação
ref_iv · dropna {"columns":["govt","treat_actual","treat_assign","pop","YEAR","city"]}
1686 → 1686 linhas
Frame antes → depois: 1166c0af001f → 1166c0af001f
4Transformação
ref_iv · dummies {"column":"YEAR","drop_first":true,"prefix":"YEAR"}
1686 → 1686 linhas
Frame antes → depois: 1166c0af001f → aaa7279efd2f
5Transformação
ref_iv · dummies {"column":"city","drop_first":true,"prefix":"city"}
1686 → 1686 linhas
Frame antes → depois: aaa7279efd2f → 7d61c3ca2820

6Turno do modelo

call_7c954246referenceFim: tool_use0 ms0 de entrada · 0 de saída · 0 de raciocínio · 0 em cache

Texto visível

IV2SLS.from_formula('govt ~ 1 + pop + C(YEAR) + C(city) + [treat_actual ~ treat_assign]').fit(cov_type='robust')

Chamadas pedidas

infer.iv_2sls

{
  "dataset": "ref_iv",
  "endog": [
    "treat_actual"
  ],
  "exog": [
    "pop",
    "YEAR_1860.0",
    "YEAR_1870.0",
    "YEAR_1880.0",
    "YEAR_1900.0",
    "YEAR_1910.0",
    "YEAR_1920.0",
    "YEAR_1930.0",
    "YEAR_1940.0",
    "city_albany, ny",
    "city_alexandria, la",
    "city_allentown, pa",
    "city_alliance, oh",
    "city_altoona, pa",
    "city_ames, ia",
    "city_amsterdam, ny",
    "city_anniston, al",
    "city_appleton, wi",
    "city_arnold, pa",
    "city_ashland, oh",
    "city_ashland, wi",
    "city_ashtabula, oh",
    "city_atlantic city, nj",
    "city_attleboro, ma",
    "city_auburn, ny",
    "city_augusta, ga",
    "city_barberton, oh",
    "city_batavia, ny",
    "city_baton rouge, la",
    "city_beacon, ny",
    "city_beaver falls, pa",
    "city_bellaire, oh",
    "city_beloit, wi",
    "city_benton harbor, mi",
    "city_bethlehem, pa",
    "city_beverly, ma",
    "city_binghamton, ny",
    "city_boise, id",
    "city_boone, ia",
    "city_boston, ma",
    "city_bradford, pa",
    "city_brainerd, mn",
    "city_brockton, ma",
    "city_bucyrus, oh",
    "city_buffalo, ny",
    "city_burlington, ia",
    "city_butler, pa",
    "city_cambridge, ma",
    "city_cambridge, oh",
    "city_camden, nj",
    "city_campbell, oh",
    "city_canton, oh",
    "city_carbondale, pa",
    "city_casper, wy",
    "city_cedar rapids, ia",
    "city_chelsea, ma",
    "city_chester, pa",
    "city_cheyenne, wy",
    "city_chicopee, ma",
    "city_chillicothe, oh",
    "city_cincinnati, oh",
    "city_cleveland heights, oh",
    "city_cleveland, oh",
    "city_clifton, nj",
    "city_clinton, ia",
    "city_coatesville, pa",
    "city_coffeyville, ks",
    "city_cohoes, ny",
    "city_columbia, sc",
    "city_columbus, oh",
    "city_connellsville, pa",
    "city_corning, ny",
    "city_corpus christi, tx",
    "city_cortland, ny",
    "city_coshocton, oh",
    "city_council bluffs, ia",
    "city_cudahy, wi",
    "city_cuyahoga falls, oh",
    "city_dallas, tx",
    "city_davenport, ia",
    "city_dayton, oh",
    "city_dearborn, mi",
    "city_denver, co",
    "city_des moines, ia",
    "city_dover, nj",
    "city_du bois, pa",
    "city_dubuque, ia",
    "city_dunkirk, ny",
    "city_duquesne, pa",
    "city_east cleveland, oh",
    "city_east liverpool, oh",
    "city_east orange, nj",
    "city_easton, pa",
    "city_eau claire, wi",
    "city_el paso, tx",
    "city_elizabeth, nj",
    "city_elmira, ny",
    "city_elyria, oh",
    "city_endicott, ny",
    "city_erie, pa",
    "city_euclid, oh",
    "city_eugene, or",
    "city_everett, ma",
    "city_fall river, ma",
    "city_farrell, pa",
    "city_findlay, oh",
    "city_fitchburg, ma",
    "city_floral park, ny",
    "city_fond du lac, wi",
    "city_fort dodge, ia",
    "city_fort madison, ia",
    "city_fort smith, ar",
    "city_fostoria, oh",
    "city_franklin, pa",
    "city_freeport, ny",
    "city_fremont, oh",
    "city_fulton, ny",
    "city_gadsden, al",
    "city_gardner, ma",
    "city_garfield heights, oh",
    "city_gary, in",
    "city_geneva, ny",
    "city_glen cove, ny",
    "city_glens falls, ny",
    "city_gloucester, ma",
    "city_gloversville, ny",
    "city_greeley, co",
    "city_green bay, wi",
    "city_greensburg, pa",
    "city_greenville, sc",
    "city_hamilton, oh",
    "city_harrisburg, pa",
    "city_hastings, ne",
    "city_haverhill, ma",
    "city_hazleton, pa",
    "city_hempstead, ny",
    "city_hibbing, mn",
    "city_holyoke, ma",
    "city_hornell, ny",
    "city_houston, tx",
    "city_hudson, ny",
    "city_hutchinson, ks",
    "city_ilion, ny",
    "city_indianapolis, in",
    "city_iowa city, ia",
    "city_ironton, oh",
    "city_irvington, nj",
    "city_ithaca, ny",
    "city_jackson, mi",
    "city_janesville, wi",
    "city_jeannette, pa",
    "city_jersey city, nj",
    "city_johnson city, ny",
    "city_johnstown, ny",
    "city_johnstown, pa",
    "city_kansas city, ks",
    "city_kearny, nj",
    "city_kenmore, ny",
    "city_kenosha, wi",
    "city_keokuk, ia",
    "city_kingston, ny",
    "city_klamath falls, or",
    "city_la crosse, wi",
    "city_lackawanna, ny",
    "city_lafayette, la",
    "city_lake charles, la",
    "city_lakewood, oh",
    "city_lancaster, oh",
    "city_lancaster, pa",
    "city_lawrence, ma",
    "city_lebanon, pa",
    "city_leominster, ma",
    "city_lima, oh",
    "city_little falls, ny",
    "city_little rock, ar",
    "city_lockport, ny",
    "city_lorain, oh",
    "city_lowell, ma",
    "city_lynbrook, ny",
    "city_lynn, ma",
    "city_madison, wi",
    "city_malden, ma",
    "city_mamaroneck, ny",
    "city_manitowoc, wi",
    "city_mankato, mn",
    "city_mansfield, oh",
    "city_marietta, oh",
    "city_marinette, wi",
    "city_marion, oh",
    "city_marlborough, ma",
    "city_marshalltown, ia",
    "city_martins ferry, oh",
    "city_mason city, ia",
    "city_massillon, oh",
    "city_mckeesport, pa",
    "city_meadville, pa",
    "city_medford, ma",
    "city_melrose, ma",
    "city_middletown, ny",
    "city_middletown, oh",
    "city_milwaukee, wi",
    "city_monroe, la",
    "city_morristown, nj",
    "city_muscatine, ia",
    "city_nanticoke, pa",
    "city_new bedford, ma",
    "city_new castle, pa",
    "city_new philadelphia, oh",
    "city_new rochelle, ny",
    "city_new york, ny",
    "city_newark, nj",
    "city_newark, oh",
    "city_newburgh, ny",
    "city_newburyport, ma",
    "city_newton, ia",
    "city_newton, ma",
    "city_niagara falls, ny",
    "city_niles, oh",
    "city_north adams, ma",
    "city_north little rock, ar",
    "city_north tonawanda, ny",
    "city_northampton, ma",
    "city_norwood, oh",
    "city_nutley, nj",
    "city_ogdensburg, ny",
    "city_oil city, pa",
    "city_olean, ny",
    "city_omaha, ne",
    "city_oneida, ny",
    "city_oneonta, ny",
    "city_orange, nj",
    "city_orlando, fl",
    "city_oshkosh, wi",
    "city_oskaloosa, ia",
    "city_ossining, ny",
    "city_oswego, ny",
    "city_ottumwa, ia",
    "city_painesville, oh",
    "city_parma, oh",
    "city_parsons, ks",
    "city_paterson, nj",
    "city_peabody, ma",
    "city_peekskill, ny",
    "city_philadelphia, pa",
    "city_pine bluff, ar",
    "city_piqua, oh",
    "city_pittsburgh, pa",
    "city_pittsfield, ma",
    "city_pittston, pa",
    "city_plattsburg, ny",
    "city_pocatello, id",
    "city_port chester, ny",
    "city_port huron, mi",
    "city_port jervis, ny",
    "city_portland, or",
    "city_portsmouth, oh",
    "city_pottsville, pa",
    "city_poughkeepsie, ny",
    "city_quincy, ma",
    "city_racine, wi",
    "city_rahway, nj",
    "city_reading, pa",
    "city_revere, ma",
    "city_rochester, mn",
    "city_rochester, ny",
    "city_rome, ny",
    "city_rutherford, nj",
    "city_salem, ma",
    "city_salem, oh",
    "city_salem, or",
    "city_salt lake city, ut",
    "city_san antonio, tx",
    "city_sandusky, oh",
    "city_saratoga springs, ny",
    "city_scranton, pa",
    "city_shaker heights, oh",
    "city_sharon, pa",
    "city_sheboygan, wi",
    "city_shorewood, wi",
    "city_shreveport, la",
    "city_sioux city, ia",
    "city_somerville, ma",
    "city_south milwaukee, wi",
    "city_south orange, nj",
    "city_spartanburg, sc",
    "city_springfield, ma",
    "city_springfield, oh",
    "city_st. augustine, fl",
    "city_st. cloud, mn",
    "city_steubenville, oh",
    "city_stevens point, wi",
    "city_struthers, oh",
    "city_sunbury, pa",
    "city_superior, wi",
    "city_syracuse, ny",
    "city_taunton, ma",
    "city_teaneck, nj",
    "city_tiffin, oh",
    "city_toledo, oh",
    "city_tonawanda, ny",
    "city_topeka, ks",
    "city_trenton, nj",
    "city_troy, ny",
    "city_tuscaloosa, al",
    "city_two rivers, wi",
    "city_union, nj",
    "city_uniontown, pa",
    "city_utica, ny",
    "city_waco, tx",
    "city_waltham, ma",
    "city_warren, oh",
    "city_washington, pa",
    "city_waterloo, ia",
    "city_watertown, ny",
    "city_watertown, wi",
    "city_watervliet, ny",
    "city_waukesha, wi",
    "city_wausau, wi",
    "city_wauwatosa, wi",
    "city_west allis, wi",
    "city_west orange, nj",
    "city_westfield, ma",
    "city_white plains, ny",
    "city_williamsport, pa",
    "city_woburn, ma",
    "city_wooster, oh",
    "city_worcester, ma",
    "city_xenia, oh",
    "city_yonkers, ny",
    "city_york, pa",
    "city_youngstown, oh",
    "city_zanesville, oh"
  ],
  "instruments": [
    "treat_assign"
  ],
  "se": "HC1",
  "y": "govt"
}

7Ferramenta

infer.iv_2slsv0.1.0call_097900d4decidido pelo modeloreexecutável

Motivo: IV2SLS.from_formula('govt ~ 1 + pop + C(YEAR) + C(city) + [treat_actual ~ treat_assign]').fit(cov_type='robust')

Argumentos

{
  "cluster": null,
  "dataset": "ref_iv",
  "endog": [
    "treat_actual"
  ],
  "exog": [
    "pop",
    "YEAR_1860.0",
    "YEAR_1870.0",
    "YEAR_1880.0",
    "YEAR_1900.0",
    "YEAR_1910.0",
    "YEAR_1920.0",
    "YEAR_1930.0",
    "YEAR_1940.0",
    "city_albany, ny",
    "city_alexandria, la",
    "city_allentown, pa",
    "city_alliance, oh",
    "city_altoona, pa",
    "city_ames, ia",
    "city_amsterdam, ny",
    "city_anniston, al",
    "city_appleton, wi",
    "city_arnold, pa",
    "city_ashland, oh",
    "city_ashland, wi",
    "city_ashtabula, oh",
    "city_atlantic city, nj",
    "city_attleboro, ma",
    "city_auburn, ny",
    "city_augusta, ga",
    "city_barberton, oh",
    "city_batavia, ny",
    "city_baton rouge, la",
    "city_beacon, ny",
    "city_beaver falls, pa",
    "city_bellaire, oh",
    "city_beloit, wi",
    "city_benton harbor, mi",
    "city_bethlehem, pa",
    "city_beverly, ma",
    "city_binghamton, ny",
    "city_boise, id",
    "city_boone, ia",
    "city_boston, ma",
    "city_bradford, pa",
    "city_brainerd, mn",
    "city_brockton, ma",
    "city_bucyrus, oh",
    "city_buffalo, ny",
    "city_burlington, ia",
    "city_butler, pa",
    "city_cambridge, ma",
    "city_cambridge, oh",
    "city_camden, nj",
    "city_campbell, oh",
    "city_canton, oh",
    "city_carbondale, pa",
    "city_casper, wy",
    "city_cedar rapids, ia",
    "city_chelsea, ma",
    "city_chester, pa",
    "city_cheyenne, wy",
    "city_chicopee, ma",
    "city_chillicothe, oh",
    "city_cincinnati, oh",
    "city_cleveland heights, oh",
    "city_cleveland, oh",
    "city_clifton, nj",
    "city_clinton, ia",
    "city_coatesville, pa",
    "city_coffeyville, ks",
    "city_cohoes, ny",
    "city_columbia, sc",
    "city_columbus, oh",
    "city_connellsville, pa",
    "city_corning, ny",
    "city_corpus christi, tx",
    "city_cortland, ny",
    "city_coshocton, oh",
    "city_council bluffs, ia",
    "city_cudahy, wi",
    "city_cuyahoga falls, oh",
    "city_dallas, tx",
    "city_davenport, ia",
    "city_dayton, oh",
    "city_dearborn, mi",
    "city_denver, co",
    "city_des moines, ia",
    "city_dover, nj",
    "city_du bois, pa",
    "city_dubuque, ia",
    "city_dunkirk, ny",
    "city_duquesne, pa",
    "city_east cleveland, oh",
    "city_east liverpool, oh",
    "city_east orange, nj",
    "city_easton, pa",
    "city_eau claire, wi",
    "city_el paso, tx",
    "city_elizabeth, nj",
    "city_elmira, ny",
    "city_elyria, oh",
    "city_endicott, ny",
    "city_erie, pa",
    "city_euclid, oh",
    "city_eugene, or",
    "city_everett, ma",
    "city_fall river, ma",
    "city_farrell, pa",
    "city_findlay, oh",
    "city_fitchburg, ma",
    "city_floral park, ny",
    "city_fond du lac, wi",
    "city_fort dodge, ia",
    "city_fort madison, ia",
    "city_fort smith, ar",
    "city_fostoria, oh",
    "city_franklin, pa",
    "city_freeport, ny",
    "city_fremont, oh",
    "city_fulton, ny",
    "city_gadsden, al",
    "city_gardner, ma",
    "city_garfield heights, oh",
    "city_gary, in",
    "city_geneva, ny",
    "city_glen cove, ny",
    "city_glens falls, ny",
    "city_gloucester, ma",
    "city_gloversville, ny",
    "city_greeley, co",
    "city_green bay, wi",
    "city_greensburg, pa",
    "city_greenville, sc",
    "city_hamilton, oh",
    "city_harrisburg, pa",
    "city_hastings, ne",
    "city_haverhill, ma",
    "city_hazleton, pa",
    "city_hempstead, ny",
    "city_hibbing, mn",
    "city_holyoke, ma",
    "city_hornell, ny",
    "city_houston, tx",
    "city_hudson, ny",
    "city_hutchinson, ks",
    "city_ilion, ny",
    "city_indianapolis, in",
    "city_iowa city, ia",
    "city_ironton, oh",
    "city_irvington, nj",
    "city_ithaca, ny",
    "city_jackson, mi",
    "city_janesville, wi",
    "city_jeannette, pa",
    "city_jersey city, nj",
    "city_johnson city, ny",
    "city_johnstown, ny",
    "city_johnstown, pa",
    "city_kansas city, ks",
    "city_kearny, nj",
    "city_kenmore, ny",
    "city_kenosha, wi",
    "city_keokuk, ia",
    "city_kingston, ny",
    "city_klamath falls, or",
    "city_la crosse, wi",
    "city_lackawanna, ny",
    "city_lafayette, la",
    "city_lake charles, la",
    "city_lakewood, oh",
    "city_lancaster, oh",
    "city_lancaster, pa",
    "city_lawrence, ma",
    "city_lebanon, pa",
    "city_leominster, ma",
    "city_lima, oh",
    "city_little falls, ny",
    "city_little rock, ar",
    "city_lockport, ny",
    "city_lorain, oh",
    "city_lowell, ma",
    "city_lynbrook, ny",
    "city_lynn, ma",
    "city_madison, wi",
    "city_malden, ma",
    "city_mamaroneck, ny",
    "city_manitowoc, wi",
    "city_mankato, mn",
    "city_mansfield, oh",
    "city_marietta, oh",
    "city_marinette, wi",
    "city_marion, oh",
    "city_marlborough, ma",
    "city_marshalltown, ia",
    "city_martins ferry, oh",
    "city_mason city, ia",
    "city_massillon, oh",
    "city_mckeesport, pa",
    "city_meadville, pa",
    "city_medford, ma",
    "city_melrose, ma",
    "city_middletown, ny",
    "city_middletown, oh",
    "city_milwaukee, wi",
    "city_monroe, la",
    "city_morristown, nj",
    "city_muscatine, ia",
    "city_nanticoke, pa",
    "city_new bedford, ma",
    "city_new castle, pa",
    "city_new philadelphia, oh",
    "city_new rochelle, ny",
    "city_new york, ny",
    "city_newark, nj",
    "city_newark, oh",
    "city_newburgh, ny",
    "city_newburyport, ma",
    "city_newton, ia",
    "city_newton, ma",
    "city_niagara falls, ny",
    "city_niles, oh",
    "city_north adams, ma",
    "city_north little rock, ar",
    "city_north tonawanda, ny",
    "city_northampton, ma",
    "city_norwood, oh",
    "city_nutley, nj",
    "city_ogdensburg, ny",
    "city_oil city, pa",
    "city_olean, ny",
    "city_omaha, ne",
    "city_oneida, ny",
    "city_oneonta, ny",
    "city_orange, nj",
    "city_orlando, fl",
    "city_oshkosh, wi",
    "city_oskaloosa, ia",
    "city_ossining, ny",
    "city_oswego, ny",
    "city_ottumwa, ia",
    "city_painesville, oh",
    "city_parma, oh",
    "city_parsons, ks",
    "city_paterson, nj",
    "city_peabody, ma",
    "city_peekskill, ny",
    "city_philadelphia, pa",
    "city_pine bluff, ar",
    "city_piqua, oh",
    "city_pittsburgh, pa",
    "city_pittsfield, ma",
    "city_pittston, pa",
    "city_plattsburg, ny",
    "city_pocatello, id",
    "city_port chester, ny",
    "city_port huron, mi",
    "city_port jervis, ny",
    "city_portland, or",
    "city_portsmouth, oh",
    "city_pottsville, pa",
    "city_poughkeepsie, ny",
    "city_quincy, ma",
    "city_racine, wi",
    "city_rahway, nj",
    "city_reading, pa",
    "city_revere, ma",
    "city_rochester, mn",
    "city_rochester, ny",
    "city_rome, ny",
    "city_rutherford, nj",
    "city_salem, ma",
    "city_salem, oh",
    "city_salem, or",
    "city_salt lake city, ut",
    "city_san antonio, tx",
    "city_sandusky, oh",
    "city_saratoga springs, ny",
    "city_scranton, pa",
    "city_shaker heights, oh",
    "city_sharon, pa",
    "city_sheboygan, wi",
    "city_shorewood, wi",
    "city_shreveport, la",
    "city_sioux city, ia",
    "city_somerville, ma",
    "city_south milwaukee, wi",
    "city_south orange, nj",
    "city_spartanburg, sc",
    "city_springfield, ma",
    "city_springfield, oh",
    "city_st. augustine, fl",
    "city_st. cloud, mn",
    "city_steubenville, oh",
    "city_stevens point, wi",
    "city_struthers, oh",
    "city_sunbury, pa",
    "city_superior, wi",
    "city_syracuse, ny",
    "city_taunton, ma",
    "city_teaneck, nj",
    "city_tiffin, oh",
    "city_toledo, oh",
    "city_tonawanda, ny",
    "city_topeka, ks",
    "city_trenton, nj",
    "city_troy, ny",
    "city_tuscaloosa, al",
    "city_two rivers, wi",
    "city_union, nj",
    "city_uniontown, pa",
    "city_utica, ny",
    "city_waco, tx",
    "city_waltham, ma",
    "city_warren, oh",
    "city_washington, pa",
    "city_waterloo, ia",
    "city_watertown, ny",
    "city_watertown, wi",
    "city_watervliet, ny",
    "city_waukesha, wi",
    "city_wausau, wi",
    "city_wauwatosa, wi",
    "city_west allis, wi",
    "city_west orange, nj",
    "city_westfield, ma",
    "city_white plains, ny",
    "city_williamsport, pa",
    "city_woburn, ma",
    "city_wooster, oh",
    "city_worcester, ma",
    "city_xenia, oh",
    "city_yonkers, ny",
    "city_york, pa",
    "city_youngstown, oh",
    "city_zanesville, oh"
  ],
  "instruments": [
    "treat_assign"
  ],
  "level": 0.95,
  "se": "HC1",
  "subset": null,
  "y": "govt"
}

Figuras call_097900d4
Chave	Valor	Valor bruto	Erro-padrão	IC
coef.treat_actual 2SLS effect of treat_actual on govt	-0,168896	`-0.16889570857684477`	0,109863`0.10986309995036375`	-0,384416 – 0,046625

Diagnósticos

first_stage_F.treat_actual = 27,56727.566954027523366
partial_r2.treat_actual = 0,02341470.023414745621849642
weak_instrument = false
n_obs = 1.6861686
se_type = "HC1"
n_clusters = —

Tabelas (3)

{
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      "t": -1.375434492374076,
      "term": "city_west orange, nj"
    },
    {
      "ci_high": 0.29094894521619463,
      "ci_low": 0.0351901534889322,
      "coef": 0.16306954935256343,
      "p": 0.012482512992087932,
      "se": 0.06518737888213642,
      "t": 2.5015509466549526,
      "term": "city_westfield, ma"
    },
    {
      "ci_high": 0.11246076988188101,
      "ci_low": -0.2929082127927025,
      "coef": -0.09022372145541076,
      "p": 0.3826833424082338,
      "se": 0.10331977752246131,
      "t": -0.8732473454639067,
      "term": "city_white plains, ny"
    },
    {
      "ci_high": 0.12212948126519135,
      "ci_low": -0.15727539251322747,
      "coef": -0.01757295562401806,
      "p": 0.805130055730731,
      "se": 0.07121425326380215,
      "t": -0.24676177617030923,
      "term": "city_williamsport, pa"
    },
    {
      "ci_high": -0.08339439089445669,
      "ci_low": -0.4188018592027508,
      "coef": -0.25109812504860374,
      "p": 0.003367678929937194,
      "se": 0.08548810216395904,
      "t": -2.9372289089658175,
      "term": "city_woburn, ma"
    },
    {
      "ci_high": 0.21876703214659426,
      "ci_low": -0.06702871864325284,
      "coef": 0.0758691567516707,
      "p": 0.29781055269503237,
      "se": 0.07284314945274478,
      "t": 1.0415414122214603,
      "term": "city_wooster, oh"
    },
    {
      "ci_high": 0.03484799551768823,
      "ci_low": -0.2026270190471779,
      "coef": -0.08388951176474484,
      "p": 0.16598172115404988,
      "se": 0.06052723992373583,
      "t": -1.3859794675991408,
      "term": "city_worcester, ma"
    },
    {
      "ci_high": 0.26277020980128935,
      "ci_low": -0.06922088177319313,
      "coef": 0.0967746640140481,
      "p": 0.2529612635178951,
      "se": 0.08461734169841624,
      "t": 1.1436741224861642,
      "term": "city_xenia, oh"
    },
    {
      "ci_high": 0.012380412888841008,
      "ci_low": -0.21991292146452543,
      "coef": -0.10376625428784221,
      "p": 0.07989482589513082,
      "se": 0.0592065418202145,
      "t": -1.7526146790153174,
      "term": "city_yonkers, ny"
    },
    {
      "ci_high": 0.15467121454269728,
      "ci_low": -0.021038884389669207,
      "coef": 0.06681616507651403,
      "p": 0.13594769812916851,
      "se": 0.044784700127674666,
      "t": 1.491941776678885,
      "term": "city_york, pa"
    },
    {
      "ci_high": -0.05865913043893156,
      "ci_low": -0.3294630004165899,
      "coef": -0.19406106542776072,
      "p": 0.005001061786663765,
      "se": 0.06902204360508289,
      "t": -2.8115809861861254,
      "term": "city_youngstown, oh"
    },
    {
      "ci_high": 0.1479793961969207,
      "ci_low": -0.05984351625428217,
      "coef": 0.044067939971319255,
      "p": 0.4055850040673728,
      "se": 0.05296956105732786,
      "t": 0.8319483698123424,
      "term": "city_zanesville, oh"
    },
    {
      "ci_high": 0.04662495033414296,
      "ci_low": -0.3844163674878325,
      "coef": -0.16889570857684477,
      "p": 0.12444679491507872,
      "se": 0.10986309995036375,
      "t": -1.5373288087915962,
      "term": "treat_actual"
    }
  ],
  "first_stage": [
    {
      "ci_high": 0.20660824528259575,
      "ci_low": 0.09421239119467756,
      "coef": 0.15041031823863665,
      "endog": "treat_actual",
      "instrument": "treat_assign",
      "p": 1.7605899673074598e-7,
      "se": 0.028647269858170236,
      "t": 5.250424175961726
    }
  ],
  "reduced_form": [
    {
      "ci_high": 0.006303855283519944,
      "ci_low": -0.05711116983588663,
      "coef": -0.02540365727618334,
      "instrument": "treat_assign",
      "p": 0.11625288212587427,
      "se": 0.016163116979717528,
      "t": -1.57170534050217
    }
  ]
}

Digests dos dados: ref_iv 7d61c3ca2820695850a004a3f562adc84c8c7616c63bd9cf034254497c8c4fda
sha256 do resultado: 038135a6da328666810b6a2ba65cb88495f05993293b7f599a35867dffa9d310

8Turno do modelo
call_442d653breferenceFim: tool_use0 ms0 de entrada · 0 de saída · 0 de raciocínio · 0 em cache
Chamadas pedidas
- submit_answer (meta-ferramenta)
```
{
  "answer": "Estimativa (infer.iv_2sls): coef.treat_actual = -0,1689. Reference path transcribed from the item's own estimation script.",
  "caveats": [],
  "figure_refs": [
    "call_097900d4:coef.treat_actual"
  ]
}
```
9Guarda
resposta aceita
Números encontrados
-0,1689
Sem lastro
—
Não citados
—
1 nova(s) tentativa(s) restante(s)
10Resposta
Estimativa (infer.iv_2sls): coef.treat_actual = -0,1689. Reference path transcribed from the item's own estimation script.
Figuras citadas: call_097900d4:coef.treat_actual · Parada: answered
Figura da resposta: call_097900d4:coef.treat_actual = -0,168896-0.16889570857684477 (se 0,1098630.10986309995036375)
11Pontuação
#0resposta com lastropassouobrigatóriaevery number backed
12Pontuação
#1figura da resposta próximapassouobrigatória-0.1688957086 in [-0.3617225472, 0.02393113006]?
13Pontuação
#2figura da resposta próximapassouregistrada-0.1688957086 vs -0.16889570857702552
14Pontuação
#3figura da resposta próximafalhouregistrada0.1098631 vs 0.09838104012319736

Épocas × verificações

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#	0	1	2	3
Época 1	passou	passou	passou	falhou

Tentativas

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época 1, tentativa 1passoupontuada(exibindo)

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