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Field name	Details
Dewey Class	519.2
Title	Partially Linear Models ([EBook]) / by Wolfgang Härdle, Hua Liang, Jiti Gao.
Author	Härdle, Wolfgang. , 1953-
Added Personal Name	Liang, Hua
Added Personal Name	Gao, Jiti
Other name(s)	SpringerLink (Online service)
Publication	Heidelberg : Physica-Verlag HD , 2000.
Physical Details	X, 206 pages : online resource.
Series	Contributions to Statistics 1431-1968
ISBN	9783642577000
Summary Note	In the last ten years, there has been increasing interest and activity in the general area of partially linear regression smoothing in statistics. Many methods and techniques have been proposed and studied. This monograph hopes to bring an up-to-date presentation of the state of the art of partially linear regression techniques. The emphasis is on methodologies rather than on the theory, with a particular focus on applications of partially linear regression techniques to various statistical problems. These problems include least squares regression, asymptotically efficient estimation, bootstrap resampling, censored data analysis, linear measurement error models, nonlinear measurement models, nonlinear and nonparametric time series models.:
Contents note	1 Introduction -- 2 Estimation of The Parametric Component -- 3 Estimation of The Nonparametric Component -- 4 Estimation with Measurement Errors -- 5 Some Related Theoretic Topics -- 6 Partially Linear Time Series Models -- Appendix: Basic Lemmas -- Author Index -- Symbols and Notation.
System details note	Online access to this digital book is restricted to subscription institutions through IP address (only for SISSA internal users)
Internet Site	http://dx.doi.org/10.1007/978-3-642-57700-0
Links to Related Works	Subject References: Econometrics . Mathematics . Probabilities . Probability theory and stochastic processes . Statistical Theory and Methods . Statistics . Authors: author . Gao, Jiti . Härdle, Wolfgang. 1953- . Härdle, Wolfgang, 1953- . Liang, Hua . Corporate Authors: SpringerLink (Online service) . Series: Contributions to Statistics . Classification: 519.2 .

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Partially Linear Models

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