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It is shown that the JPS scheme improves estimation of the population proportion in a very wide range of settings as compared to simple random sampling (SRS).
A five-year ascertainment period for a chronic disease improves estimation of the population prevalence in a young and generally healthy population if the disease required treatment in hospital.
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Moreover, in dose-finding trials where HbA1c cannot always be assumed to reach steady state, the ability to predict steady-state outcome based on early data would allow improved estimation of the dose response curve and thus provides a basis for improved dose selection in phase III trials.
Overall, the method is found to achieve a substantially improved estimation of the hidden effect signatures in the RNA-Seq transcriptome expression landscape compared to other available techniques.
Optimal experimental design and simultaneous estimation of velocities and thermocouple positions by the Gauss Markov method using prior (but uncertain) information on the thermocouple locations––allow for highly improved estimation of the longitudinal thermal dispersion coefficient.
In order to improve estimation of the risk of severe hyperkalemia, several formulas were generated based on an arbitrarily set cutoff potassium level >6.0 mmol/l and different serum parameters.
An improved estimation of the value ξ= 2 originally proposed by Halpin and Tsai is given through a set of finite element analyses that consider randomly distributed unidirectional fibers for different volume fractions.
Alternative estimation procedures such as Bayesian methods should be considered to improve estimation of the heterogeneity.
It could help to improve estimation of the impact of proposed prognostic features on the main endpoints in the trial.
In future research, we plan to explore these methods for improving estimation of the mean and standard deviation.
For participants sero-converting during the study, a PCR was done on the last antibody negative blood sample to improve estimation of the timing of infection.
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