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Functional and Parametric Estimation in a Semi- and Nonparametric Model with Application to Mass-Spectrometry Data
Local linear regression Bandwidth selection Nonparamet-ric estimation
2013/6/13
Motivated by modeling and analysis of mass-spectrometry data, a semi- and nonparametric model is proposed that consists of a linear parametric component for individual location and scale and a nonpara...
Semi-parametric estimation of shifts
Semi-parametric estimation Empirical process Fourier transform
2009/9/16
We observe a large number of functions differing from each other only by a translation parameter. While the main pattern is unknown, we propose to estimate the shift parameters using M-estimators. Fou...
A penalized exponential risk bound in parametric estimation
exponential risk bounds rate function quasi maximum likelihood
2010/3/18
The paper offers a novel unified approach to studying the accuracy of parameter
estimation by the quasi likelihood method. Important features
of the approach are: (1) The underlying model is not ass...
Parametric estimation for planar random flights observed at discrete times
asymptotic efficiency discretely observed process planarrandom flight inference for stochastic process
2010/4/27
We deal with a planar random flight {(X(t), Y (t)), 0 < t T } observed at n + 1 equidistant times ti = in, i = 0, 1, ..., n. The
aim of this paper is to estimate the unknown value of the parameter...