Acta mathematica scientia,Series B ›› 1998, Vol. 18 ›› Issue (4): 361-370.

• Articles •     Next Articles

A TOBIN-TYPE ESTIMATE OF CENSORED LINEAR MODELS

Chen Xiru1, Zhu Lixing2   

  1. 1. The Graduate School, University of Science and Technology of China, Peking 100039, China;
    2. Institute of Applied Math., Academia Sinica, Peking 100080, China
  • Received:1997-01-03 Revised:1997-05-18 Online:1998-12-25 Published:1998-12-25
  • Supported by:
    Project Supported by the National Natural Science Foundation

Abstract: The paper presents a two-stage method for estimating the parameters in the censored linear model Yi=max(0,α0+Xi'β0), 1 ≤ i ≤ n. In the first stage the data are grouped in some groups and then some adjustments are made, the results are used in the boier stage to form a Tobin-type estimate. The asymptotic normality of the estimate is proved and some simultions are made.

Key words: Censoring, linear models, Tobin-type estimate

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