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While classical statistical methods have been widely applied in previous studies on soil contamination, such methods are expensive and time-consuming and do not calculate estimation errors.
Hence, geostatistical methods have replaced classical statistics as they can accurately identify time and spatial changes of pollutants and calculate estimation error (Blom 1985; Bonham-carter et al. 1987).
Using linear model one can calculate estimation of baseline transcript intensity obtained on ideal quality chip: Y j k I = α ^ j k + β ^ j k ⋅ 1.
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To calculate estimations of the proportion of dogs in each subpopulation, the size of certain subpopulations, and the size of the UK owned-dog population, we used a Bayesian approach.
Moreover, we calculated estimation values for Euler-Maruyama and Milstein methods so as to analyze similarities between the exact solution and numerical approximations.
In the following analyses we calculated estimation error that distinguishes over- and underestimations of the sample distance (bias in Figure 2B).
From the calculated estimation, the system modifies automatically the threshold.
We also note that the data on fat composition from [ 23] was only a calculated estimation, and the real value may be higher.
An estimator is calculated for every one of them, and then a range of different calculated estimations for every sample group is used, called the distribution group over the sample set.
First, using Excel sheets, we calculated estimations of the numbers of recombination events implicit in the two maps.
For each case we simulate the observations (N is presented in the following tables) and calculate 80 estimation of estimators.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com