Detection of the change point in the winter wheat experiment

Anna Szczepańska; Ewa Bakinowska

Biometrical Letters (2012)

  • Volume: 49, Issue: 1, page 37-44
  • ISSN: 1896-3811

Abstract

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This paper concerns detection of the change point, which is treated as an abrupt change in the response function or one of its derivatives. The change point is identified using the semiparametric model and the theory given by Speckman (1994). The theory is illustrated by a real experiment in wchich the dry biomass of winter wheat is studied.

How to cite

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Anna Szczepańska, and Ewa Bakinowska. "Detection of the change point in the winter wheat experiment." Biometrical Letters 49.1 (2012): 37-44. <http://eudml.org/doc/268929>.

@article{AnnaSzczepańska2012,
abstract = {This paper concerns detection of the change point, which is treated as an abrupt change in the response function or one of its derivatives. The change point is identified using the semiparametric model and the theory given by Speckman (1994). The theory is illustrated by a real experiment in wchich the dry biomass of winter wheat is studied.},
author = {Anna Szczepańska, Ewa Bakinowska},
journal = {Biometrical Letters},
keywords = {biomass of winter wheat; change point; kernel function; semiparametric model; smoother matrix},
language = {eng},
number = {1},
pages = {37-44},
title = {Detection of the change point in the winter wheat experiment},
url = {http://eudml.org/doc/268929},
volume = {49},
year = {2012},
}

TY - JOUR
AU - Anna Szczepańska
AU - Ewa Bakinowska
TI - Detection of the change point in the winter wheat experiment
JO - Biometrical Letters
PY - 2012
VL - 49
IS - 1
SP - 37
EP - 44
AB - This paper concerns detection of the change point, which is treated as an abrupt change in the response function or one of its derivatives. The change point is identified using the semiparametric model and the theory given by Speckman (1994). The theory is illustrated by a real experiment in wchich the dry biomass of winter wheat is studied.
LA - eng
KW - biomass of winter wheat; change point; kernel function; semiparametric model; smoother matrix
UR - http://eudml.org/doc/268929
ER -

References

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  1. Dzieżyc J., Donev A.N. (1989): Water needs of crops. Collective work, (in Polish) PWN, Warszawa. 
  2. Eubank R.L., Speckman P.L. (1994): Nonparametric estimation of functions with jump discontinuities. IMS Lecture Notes - Monograph Series vol. 23. Zbl1163.62313
  3. Evans J., Wadrow J. (1976): Aspects of the comparative physiology of grain yielding cereals. Adv. Agron. 28: 301-358.[Crossref] 
  4. Gijbels I., Goderniaux A.C. (2004): Bandwidth Selection for Changepoint Estimation in Nonparametric Regression. Technometrics 46(1): 76-86.[Crossref] 
  5. Horvát I., Kokoszka P. (1997): Change-Point Detection With Nonparametric Regression. Technical Report University of Liverpool. 
  6. Hárdle W., Müller M., Sperlic, S., Werwatz A. (2004): Nonparametric and Semiparametric Models. Springer. Zbl1059.62032
  7. Kayri M., Zirhlioglu G. (2009): Kernel Smoothing Function and Choosing Bandwidth for Non-Parametric Regression Methods. Ozean Journal of Applied Sciences 2(1). 
  8. Kleemola J. (1998): Modeling crop growth and biomass partitioning to shoots and roots in relation to nitrogen and water availability, using a maximization principle, II. European Journal of Agronomy 8(3-4): 191-204.[Crossref] 
  9. Müller H.G., (1992): Change-Points in Nonparametric Regression Analysis. Ann. Statist. 20(2): 737-761.[Crossref] Zbl0783.62032
  10. Przystalski M., Krajewski P. (2007): Constrained estimators of treatment parameters in semiparametric models. Statistics & Probability Letters 77: 914-919.[WoS][Crossref] Zbl1122.62028
  11. Reiner L. (1992): Weizen aktuell. DLG-Verlag, Frankfurt am Main. 
  12. Speckman P.L. (1994): Detection of change-point in nonparametric regression. unpublished manuscript. 
  13. Spiertz J., Vos J. (1985): Grain growth of wheat and its limitation by carbohydrate and nitrogen supply, Wheat growth and modeling. Plenum Press, New York. 129-141. 
  14. Trétowski J., Wójcik A.R. (1988): Methodology of agricultural experiments (in Polish). WSRP Siedlce. 

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