Partially Linear Models (Contributions to Statistics) pdf epub mobi txt 电子书 下载 2025
- Partially linear models
- Nonparametric regression
- Statistical modeling
- Econometrics
- Biostatistics
- Longitudinal data
- Generalized estimating equations
- Kernel smoothing
- Asymptotic theory
- Statistical inference
具体描述
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.
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