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kernel regression context, we derive the limit distribution of the SIMEX estimate. With the regression spline technique, two … different methods of estimations are used. The first method is the SIMEX algorithm which attempts to estimate the bias, and …
Persistent link: https://www.econbiz.de/10010956490
variances are utilized. To these ends, SIMEX and modified estimating equations (MEE) rather than likelihood methods are … depends on the true value of the parameter. Furthermore, the performances of SIMEX and MEE are associated with the true value … those from SIMEX. It was also found that the MEE estimators contain singularities which attribute to its low precision and …
Persistent link: https://www.econbiz.de/10009468234
under these specific contexts. Then we borrow the idea of simulation-extrapolation (SIMEX), or remeasurement method …
Persistent link: https://www.econbiz.de/10009431306
kernel regression context, we derive the limit distribution of the SIMEX estimate. With the regression spline technique, two … different methods of estimations are used. The first method is the SIMEX algorithm which attempts to estimate the bias, and …
Persistent link: https://www.econbiz.de/10010310815
Persistent link: https://www.econbiz.de/10005603599
quality can be minimized using the local polynomial Simulation-Extrapolation (SIMEX) estimator. Evidence is provided by a …
Persistent link: https://www.econbiz.de/10005837629
In many problems one wants to model the relationship between a response Y and a covariate X. Sometimes it is difficult, expensive, or even impossible to observe X directly, but one can instead observe a substitute variable W which is easier to obtain. By far the most common model for the...
Persistent link: https://www.econbiz.de/10010956544
In many problems one wants to model the relationship between a response Y and a covariate X. Sometimes it is difficult, expensive, or even impossible to observe X directly, but one can instead observe a substitute variable W which is easier to obtain. By far the most common model for the...
Persistent link: https://www.econbiz.de/10010310765
Persistent link: https://www.econbiz.de/10001240155
Persistent link: https://www.econbiz.de/10001111234