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Математика Математика
Основы математического анализа и элементы дифференциальных уравнений Основы математического анализа и элементы дифференциальных уравнений

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Related Topics in Partially Linear Models. Semi-parametric Regression, Measurement Errors, Missing Data, Single-index Models, Regression Calibration

Автор:   Hua L.
мягкая обложка
100 страниц
2008 год
Издательство:   Книга по Требованию
Цена:
2005 руб
отсутсвует
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Описание:We develop methodology for the estimation of regression parameters in partially linear models when the covariates are measured with errors or may be missing. We give the corresponding solutions for the above problems. The resulting estimators are proven to be asymptotically normal. The model is used to analyze a data set from the Framingham Heart Study for the purpose of illustrating the methods. We also investigate the semiparametric partially linear single index errors-in-variables models, for which two classes of estimators are proposed, and the corresponding theoretical properties are derived and compared. We are particularly concerned with two cases where we observe a surrogate of the covariate. The second case focuses on the linear covariate being incompletely observable. Various effects have been made to remedy the curse of dimensionality for high-dimensional data. Partially linear models, as an effective dimensional reduction technique, have been intensively studied in literature. The first solution employs the technique of correcting for attenuation. The second is proposed using inverse weight probability.


Orthomol Immun Junior Сила иммунитета на страже Вашего ребенка Orthomol Immun Junior Сила иммунитета на страже Вашего ребенка

2990 руб
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Linux Network Administrator Guide, Second Edition

Topics include serial communications software, creating the serial device files, serial hardware, and configuring serial devices using the setserial and stty commands. Many other related topics are covered in the Serial HOWTO by David Lawyer.[26] Communications Software for Modem Links There are a number of communications packages available for Linux. Many of these packages are terminal programs, which allow a user to dial in to another computer as if she were sitting in front of a simple terminal. The traditional terminal program for Unix-like environments is kermit. It is, however, fairly ancient now, and would probably be considered difficult to use. There are more comfortable programs available that support features, like telephone-dialing dictionaries, script languages to automate dialing and logging in to remote computer systems, and a variety of file exchange protocols. One of these programs is minicom, which was modeled after some of the most popular DOS terminal programs. X11 users are accommodated, too. seyon is a fully featured X11-based communications program ...»

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