The phrase "and consistent estimation of" is correct and usable in written English.
It can be used in contexts related to statistics, data analysis, or research when discussing the reliability and accuracy of estimations.
Example: "The study focuses on the development of methods for efficient and consistent estimation of parameters in complex models."
Alternatives: "and reliable estimation of" or "and accurate estimation of".
The ATE methodology enables the identification and consistent estimation of the population mean adoption outcome E y 1) and the population mean adoption outcome conditional on a vector of covariates x E y 1|x), which in this framework corresponds to the conditional population mean adoption outcome (ATE) denoted usually as ATE x) (Wooldrige 2002 chapter 18).
By comparing continuous wavelet transformations of fluctuating oscillations with Fourier transformation, it has been shown that the wavelet spectrum provides an unbiased and consistent estimation of the Fourier spectrum [16].
Our results, therefore, provide a much-needed, robust, phylogenetically corrected framework for accurate and consistent estimation of body mass in extinct terrestrial quadrupeds, which is important for a wide range of paleobiological studies (including growth rates, metabolism, and energetics) and meta-analyses of body size evolution.
Polymerase chain reaction assays for the 12 chosen loci were repeated and compared within and between gels to ensure consistent estimation of size and TR copy number [ 20].
However, some learning machines are known to be problematic and may not allow consistent estimation of probabilities (Malley et al. 2012; Mease and Wyner 2008; Mease et al. 2007).
In Section 2, we define IPW/MI and show it gives consistent estimation of.
This article discusses these issues and outlines some practical methods for consistent estimation of population conditional response probabilities.
The consistent estimation of ATE and ATE1, which are the main focus of the treatment effect methodology, requires controlling appropriately for the exposure status.
Under homoscedasticity the ordinary least squares parameter estimates are asymptotically normal and the ordinary least squares covariance estimation is a consistent estimation of the true covariance of the parameter estimates.
A condition-specific attribution (such as rheumatoid arthritis) is not required to allow consistent estimation of physical function across different diseases and treatments and to avoid inaccuracies introduced by an attribution requirement.
