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Estimation of Nonlinear Berkson-type Measurement Error Models
| Content Provider | Semantic Scholar |
|---|---|
| Author | Wang, Liqun |
| Copyright Year | 2003 |
| Abstract | This paper studies a minimum distance moment estimator for general nonlinear regression models with Berkson-type measurement errors in predictor variables. The estimator is based on the first two conditional moments of the re- sponse variable given the observed predictor variable. It is shown that under gen- eral regularity conditions the proposed estimator is consistent and asymptotically normally distributed. |
| File Format | PDF HTM / HTML |
| Alternate Webpage(s) | http://www3.stat.sinica.edu.tw/statistica/oldpdf/A13n415.pdf |
| Language | English |
| Access Restriction | Open |
| Content Type | Text |
| Resource Type | Article |
