Criterion-robust optimal designs for model discrimination and parameter estimation in Fourier regression models

2004 ◽  
Vol 124 (2) ◽  
pp. 475-487 ◽  
Author(s):  
Mei-Mei Zen ◽  
Min-Hsiao Tsai
Keyword(s):  
Parameter Estimation ◽  
Regression Models ◽  
Optimal Designs ◽  
Model Discrimination ◽  
Fourier Regression

D-optimal designs for full and reduced Fourier regression models

2015 ◽  
Vol 58 (3) ◽  
pp. 811-829 ◽  
Author(s):  
Xiaojian Xu ◽  
Xiaoli Shang
Keyword(s):  
Regression Models ◽  
Optimal Designs ◽  
Fourier Regression

Optimal Designs in Random Coefficient Linear Regression Models

1996 ◽  
Vol 46 (3-4) ◽  
pp. 211-230 ◽  
Author(s):  
Erkki P. Liski ◽  
Arto Luoma ◽  
Bikas K. Sinha
Keyword(s):  
Parameter Estimation ◽  
Linear Regression ◽  
Upper Bound ◽  
Regression Models ◽  
Random Coefficients ◽  
Repeated Measurements ◽  
Optimal Designs ◽  
Slope Parameter ◽  
Linear Regression Models ◽  
Estimation And Prediction

In this paper we consider a random coefficients regression model in the context of repeated measurements. The measurements are taken at consecutive points for several experimental units, and the total number of measurements have a fixed upper bound. Observations on the same unit at different points will be correlated while observations on two differents units are uncorrelated. We present optimal designs for slope parameter estimation and prediction.

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