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Adding a set of convening covariates, such as IQ, social background, motivation, character, temperament traits, and others related to the earnings covariates might result in the estimation of the unbiased conditional causal relationship between schooling and earnings.
This approach allows unbiased conditional logistic regression estimates (Janes et al. 2005).
This time-stratified method of selecting comparison days ensures unbiased conditional logistic regression estimates and avoids bias resulting from time trends in examination of the environmental exposures [ 37].
This approach to the selection of referent intervals is not subject to time trend biases, and ensures unbiased conditional logistic regression estimates [ 26].
This time-stratified method of selecting comparison days has been recommended as it ensures unbiased conditional logistic regression estimates and avoids bias resulting from time trends in the environmental exposures being examined [ 26].
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The UMVCUE of Pepe et al. was unbiased, whereas the conditional estimator of Tsai et al. had very small negative bias.
Rather, bias was determined in relation to the adjusted estimate from ANCOVA, as this is known to provide the unbiased estimate of outcome, conditional upon the conditions represented by a given scenario.
Unlike datasets based only on information about worst PTEs, this weighted dataset of randomly selected PTEs can be used to obtain unbiased estimates of PTSD conditional prevalence and distribution across all PTEs in the population.
In the conditional estimation approach, unbiased item parameter estimates will be attained irrespective of the actual ability distribution.
In the spirit of Cohen & Sackrowitz (1989) who investigated two-stage UMVCUEs, a three-stage UMVCUE for μ1 would be a Rao-Blackwellization of the unbiased final stage estimate Y13 conditional on the complete sufficient statistic and under Q.
The IPWRA method yields unbiased treatment effects under the CIA (conditional independence assumption) hypothesis, which states that, conditional on a set of pre-determined variables, potential treatments are as good as randomly assigned to individuals.
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