Tarefa paper_repro.thornton_2008.tab4_c1.agent

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Pergunta feita ao analista

Thornton (2008), 'The Demand for, and Impact of, Learning HIV Status', Table 4, column (1): in the paper's main sample (respondents who were tested for HIV and have demographic data), regress attendance at the HIV results centre on the indicator for receiving any nonzero monetary incentive by ordinary least squares, controlling for being HIV positive, sex, age and age squared, and district fixed effects, with robust standard errors clustered by village. Report the coefficient on the any-incentive indicator.

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1. 0Início

   Thornton (2008), 'The Demand for, and Impact of, Learning HIV Status', Table 4, column (1): in the paper's main sample (respondents who were tested for HIV and have demographic data), regress attendance at the HIV results centre on the indicator for receiving any nonzero monetary incentive by ordinary least squares, controlling for being HIV positive, sex, age and age squared, and district fixed effects, with robust standard errors clustered by village. Report the coefficient on the any-incentive indicator.

   thornton (agent)

   Thornton's (2008) Malawi HIV-results experiment, as distributed with 'Causal Inference: The Mixtape' (thornton_hiv.dta): one row per respondent of the 2004 survey (4,820 rows, 133 columns; most are interactions not needed here). Columns used by the paper's main tables: villnum, village identifier (incentives were randomized to individuals within villages); site, district (1 Mchinji, 2 Balaka, 3 Rumphi); rumphi and balaka, 1 for respondents in those districts; got, 1 if the respondent went to the results centre and learned the HIV test result; any, 1 if the respondent was offered any nonzero monetary incentive; tinc, the value of the incentive offered; distvct, distance from home to the assigned results centre (km); under and over, 1 if that distance is under or over 1.5 km; simaverage, simulated average distance; hiv2004, 1 if HIV positive (0 negative; -1 or missing when not tested); test2004, 1 if tested in 2004; male, 1 for men; age, in years; age2, age squared; MainSample, 1 for the paper's main analysis sample (tested, with demographic data) and missing otherwise.

   file 1e05f2cda26106ca979ad70319cae69c237f9fd3369e429d86a4ec5062afb949 · frame —
2. 1Turno do modelo
   call_e7f7d7cdreferenceFim: tool_use0 ms0 de entrada · 0 de saída · 0 de raciocínio · 0 em cache

   Texto visível

   Table 4, column (1): OLS of attendance at the results centre on any incentive, HIV status, sex, age, age squared and district dummies, errors clustered by village, in the main sample (tested, with demographic data).

   Chamadas pedidas

   • infer.ols

     {
       "cluster": "villnum",
       "controls": [
         "hiv2004",
         "male",
         "age",
         "age2",
         "rumphi",
         "balaka"
       ],
       "dataset": "thornton",
       "fe": [],
       "subset": "MainSample == 1",
       "x": [
         "any"
       ],
       "y": "got"
     }

   Mensagens (formato neutro)Instruções do sistemaFerramentas oferecidas
3. 2Ferramenta
   infer.olsv0.1.0call_a7dd219bdecidido pelo modeloreexecutável

   Motivo: Table 4, column (1): OLS of attendance at the results centre on any incentive, HIV status, sex, age, age squared and district dummies, errors clustered by village, in the main sample (tested, with demographic data).

   Argumentos

   {
     "cluster": "villnum",
     "controls": [
       "hiv2004",
       "male",
       "age",
       "age2",
       "rumphi",
       "balaka"
     ],
     "dataset": "thornton",
     "fe": [],
     "intercept": true,
     "level": 0.95,
     "se": "HC1",
     "subset": "MainSample == 1",
     "weights": null,
     "x": [
       "any"
     ],
     "y": "got"
   }

   Figuras call_a7dd219b

   Chave	Valor	Valor bruto	Erro-padrão	IC
   coef.any Coefficient on any in the regression of got	0,431484	0.43148448096904746	0,02290380.022903775310708474	0,386129 – 0,47684

   Diagnósticos

   • n_obs = 2.8122812
   • k = 88
   • r2 = 0,181360.1813597706906881
   • df_resid = 2.8042804
   • se_type = "cluster"
   • n_clusters = 119119

   Tabelas (1)

   {
     "coefficients": [
       {
         "ci_high": 0.46315992448391674,
         "ci_low": 0.2287466369483815,
         "coef": 0.3459532807161491,
         "p": 4.5941886333014205e-8,
         "se": 0.059187136420660445,
         "t": 5.845075495076448,
         "term": "Intercept"
       },
       {
         "ci_high": 0.47684019162042696,
         "ci_low": 0.38612877031766796,
         "coef": 0.43148448096904746,
         "p": 2.2667877103064597e-37,
         "se": 0.022903775310708474,
         "t": 18.839011259742424,
         "term": "any"
       },
       {
         "ci_high": 0.007346364068939702,
         "ci_low": -0.11645315494960973,
         "coef": -0.05455339544033501,
         "p": 0.08354447647717793,
         "se": 0.03125820681070506,
         "t": -1.745250320042415,
         "term": "hiv2004"
       },
       {
         "ci_high": 0.026959644688966417,
         "ci_low": -0.04646417870172913,
         "coef": -0.009752267006381356,
         "p": 0.5998437286886793,
         "se": 0.01853882046209857,
         "t": -0.5260457118250452,
         "term": "male"
       },
       {
         "ci_high": 0.010806472749021884,
         "ci_low": -0.001380706983903632,
         "coef": 0.004712882882559126,
         "p": 0.12830390998885716,
         "se": 0.003077147532971754,
         "t": 1.5315752111526681,
         "term": "age"
       },
       {
         "ci_high": 0.00004452430568361621,
         "ci_low": -0.00011913722431766311,
         "coef": -0.00003730645931702345,
         "p": 0.3684704324710839,
         "se": 0.00004132298729666214,
         "t": -0.9028016065052703,
         "term": "age2"
       },
       {
         "ci_high": -0.0792476627094785,
         "ci_low": -0.1949862230531265,
         "coef": -0.1371169428813025,
         "p": 0.000007340978823823163,
         "se": 0.029222891040900964,
         "t": -4.692107385589974,
         "term": "rumphi"
       },
       {
         "ci_high": -0.07180091213444206,
         "ci_low": -0.16396647992205243,
         "coef": -0.11788369602824725,
         "p": 0.0000015197747132819793,
         "se": 0.023270933534883274,
         "t": -5.065705501308697,
         "term": "balaka"
       }
     ]
   }

   Digests dos dados

   thornton dc13aacf7f58cce5e743c7dbaeafdfd387dc91212e8c2bbf48e7948d8ff682d7

   sha256 do resultado

   3823d672e1ffe5e8279f807b38aab390dddae754690e33e4a078c2bfb034be44

   Resultado mostrado ao modelo
4. 3Turno do modelo
   call_ce4af3b4referenceFim: tool_use0 ms0 de entrada · 0 de saída · 0 de raciocínio · 0 em cache

   Chamadas pedidas

   • submit_answer (meta-ferramenta)

     {
       "answer": "Estimativa (infer.ols): coef.any = 0,4315.",
       "caveats": [],
       "figure_refs": [
         "call_a7dd219b:coef.any"
       ]
     }

   Mensagens (formato neutro)Instruções do sistemaFerramentas oferecidas
5. 4Guarda
   resposta aceita

   Números encontrados

   0,4315

   Sem lastro

   —

   Não citados

   —

   1 nova(s) tentativa(s) restante(s)
6. 5Resposta

   Estimativa (infer.ols): coef.any = 0,4315.

   Figuras citadas: call_a7dd219b:coef.any · Parada: answered

   Figura da resposta: call_a7dd219b:coef.any = 0,4314840.43148448096904746 (se 0,02290380.022903775310708474)
7. 6Pontuação
   #0resposta com lastropassouobrigatóriaevery number backed
8. 7Pontuação
   #1figura da resposta escolhidapassouobrigatóriaanswer figure call_a7dd219b:coef.any (infer.ols)
9. 8Pontuação
   #2ferramenta chamadapassouobrigatóriaanswer call is infer.ols
10. 9Pontuação
    #3argumento igualpassouobrigatóriainfer.ols.y = 'got'
11. 10Pontuação
    #4argumento igualpassouobrigatóriainfer.ols.cluster = 'villnum'
12. 11Pontuação
    #5diagnósticopassouobrigatória2812 vs 2812
13. 12Pontuação
    #6figura da resposta próximapassouobrigatória0.431484481 vs 0.4314844809690622
14. 13Pontuação
    #7figura da resposta próximapassouobrigatória0.02290377531 vs 0.022903775310708543
15. 14Pontuação
    #8figura da resposta próximapassouregistrada0.431484481 vs 0.431
16. 15Pontuação
    #9figura da resposta próximapassouregistrada0.02290377531 vs 0.023

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• época 1, tentativa 1passoupontuada(exibindo)

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