메뉴 건너뛰기




Volumn 50, Issue 10, 2006, Pages 2835-2854

Investigating omitted variable bias in regression parameter estimation: A genetic algorithm approach

Author keywords

Biased estimates; Genetic algorithm; Omitted variables; Regressions

Indexed keywords

COMPUTER SIMULATION; ERROR ANALYSIS; GENETIC ALGORITHMS; MATHEMATICAL MODELS; REGRESSION ANALYSIS; VECTORS;

EID: 33646119647     PISSN: 01679473     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.csda.2005.04.003     Document Type: Article
Times cited : (17)

References (16)
  • 1
    • 0001399608 scopus 로고
    • MSE dominance of least squares with errors of observation
    • Aigner D.J. MSE dominance of least squares with errors of observation. J. Econometrics 2 (1974) 365-372
    • (1974) J. Econometrics , vol.2 , pp. 365-372
    • Aigner, D.J.1
  • 6
    • 33646094390 scopus 로고    scopus 로고
    • Goldberg, D.E., 1989. Genetic Algorithms in Search, Optimization and Machine Learning. Addison-Wesley, Reading, MA, pp. 122-125.
  • 8
    • 0035620460 scopus 로고    scopus 로고
    • Finding near-optimal Bayesian experimental designs via genetic algorithms
    • Hammada M., Martz H.F., and Reese C.S. Finding near-optimal Bayesian experimental designs via genetic algorithms. Amer. Statist. 55 3 (2001) 175-181
    • (2001) Amer. Statist. , vol.55 , Issue.3 , pp. 175-181
    • Hammada, M.1    Martz, H.F.2    Reese, C.S.3
  • 11
    • 0032390643 scopus 로고    scopus 로고
    • Correcting for omitted-variables and measurement-error bias in regression with an application to the effect of lead on IQ
    • Marais M.L., and Wecker W.E. Correcting for omitted-variables and measurement-error bias in regression with an application to the effect of lead on IQ. J. Amer. Statist. Assoc. 93 442 (1998) 494-501
    • (1998) J. Amer. Statist. Assoc. , vol.93 , Issue.442 , pp. 494-501
    • Marais, M.L.1    Wecker, W.E.2
  • 12
    • 0000514440 scopus 로고
    • Relative asymptotic bias from errors of omission and measurement
    • McCullum B.T. Relative asymptotic bias from errors of omission and measurement. Econometrica 40 4 (1972) 757-758
    • (1972) Econometrica , vol.40 , Issue.4 , pp. 757-758
    • McCullum, B.T.1
  • 13
    • 0000619128 scopus 로고
    • Tests for the specification errors in classical linear least-squares regression analysis
    • Ramsey J.B. Tests for the specification errors in classical linear least-squares regression analysis. J. Roy. Statist. Soc. B 31 (1969) 350-371
    • (1969) J. Roy. Statist. Soc. B , vol.31 , pp. 350-371
    • Ramsey, J.B.1
  • 14
    • 33646084533 scopus 로고    scopus 로고
    • Silverman, R., Hastings, H., Stevans, L.K., 1996. A model to discriminate bacterial vs. viral meningitis. Society for Academic Emergency Medicine, 1996 Annual Meeting.
  • 16
    • 0000518987 scopus 로고
    • A note on the use of proxy variables
    • Wickens M.R. A note on the use of proxy variables. Econometrica 40 4 (1972) 759-761
    • (1972) Econometrica , vol.40 , Issue.4 , pp. 759-761
    • Wickens, M.R.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.