Skip to main content
Log in

Semiparametric regression and model refining

  • Published:
Geo-spatial Information Science

Abstract

This paper presents a semiparametric adjustment method suitable for general cases. Assuming that the regularizer matrix is positive definite, the calculation method is discussed and the corresponding formulae are presented. Finally, a simulated adjustment problem is constructed to explain the method given in this paper. The results from the semiparametric model and G-M model are compared. The results demonstrate that the model errors or the systematic errors of the observations can be detected correctly with the semiparametric estimate method.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Similar content being viewed by others

References

  1. Surveying Adjustment Staff Room of Wuhan Technical University of Surveying and Mapping (1996) Foundation of surveying adjustment (3rd ed.). Beijing: Publishing House of Surveying and Mapping. (in Chinese)

    Google Scholar 

  2. Huang W B (1992) Theory of contemporary adjustment and its application. Beijing: Publishing House of PLA. (in Chinese)

    Google Scholar 

  3. Yan Z Z, Wu Z W, Nie Z K (2001) Near neighbour estimate in semiparametric regression model: the martingale difference error sequence case.Journal of Applied Probability and Statistics, 17(1):44–50 (in Chinese)

    Google Scholar 

  4. Fischer B, Hegland M (1999) Collocation, filtering and nonparametric regression.ZfV, (1):17–24

    Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Additional information

Project supported by the Sustentation Plan for Outstanding Teacher of Advanced Colleges by Ministry of Education (200005); the National Development Fund of Surveying and Mapping (2001-01-03).

About this article

Cite this article

Haiyan, S., Yun, W. Semiparametric regression and model refining. Geo-spat. Inf. Sci. 5, 10–13 (2002). https://doi.org/10.1007/BF02826468

Download citation

  • Issue Date:

  • DOI: https://doi.org/10.1007/BF02826468

Key Words

Navigation