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The estimation is of the minimum variance type achieved with the help of the transformed ensemble Kalman filter.
The experimental data obtained in bonding tests were analyzed by single factor ANOVA variance type, followed by post hoc Fisher's LSD type, with a significance level of 5%[14]4].
The type II theoretical mean is calculated as the average of all possible positions in a protein of length N. 4. Using the indices from step 2 compute the unbiased variance, type III measure, of the set of indices of each amino acid: vA, vR, vN, vD, vC, vE, vQ, vG, vH, vI, vL, vK, vM, vF, vP, vS, vT, vW, vY and vV.
Pool-construction variance is then calculated by subtracting the array variance (Type A) from the pooling variance (Type B).
Using the simulated risks π it*, we generated 50 data replications, one for each variance type scenario.
Differences in listed variables between genders were analysed using Cochran-Mantel-Haenszel test analysis of variance type or χ test, as appropriate.
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Variance-type and covariance-type metrics have relatively loose accuracy requirement on potential observations (future possible observations to be collected), while mean-covariance-type metrics require higher accuracy.
However, similar to other variance-type statistics, variogram-based indices are sensitive to the presence of hotspots and non-stationary data.
For intergroup and intragroup analysis over the whole study period, the two-factorial non-parametric (analysis of variance -type rank variance -typesis forankngitudinal data and small sample sizes using the SAS System software (SAS Institute Inc., Cary, NC, USA) was used.
The technique is based on a novel extension of classical optimal linear estimation theory in which, in addition to error variance, Type-II conditional bias (CB) is explicitly minimized.
We compare the estimators in terms of bias, variance, type-1 error and power.
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