Words similar to lognormal
Example sentences for: lognormal
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Average and individual ranks for particular levels of contamination shown in Table 1are for two simulation sets (normal and lognormal), each using normal contamination located at twice the 99 thpercentile and with a sample size of 100.
Compared with the normal original distribution and same location of contamination, the right tail of the lognormal distribution integrates with the outliers to a greater extent and thus obscures more of the secondary peaks.
The use of bootstrapping with mode estimation had little or no affect on bias, except that bias increased slightly for the lognormal original distribution (Figure 4f,4g).
However, those two estimators did not show such negative bias with the lognormal distribution (Figure 4e).
Each data set was defined using combinations of the following six parameters, modeled in part after the study of Bickel [ 13 ] but with slightly larger variance (standard deviation parameter = 2) to more closely approximate real biological data sets [ 7 9 ] , additional levels, distributions, and locations of contamination, and other features: (1) Type of original distribution: normal (mode = 6), lognormal (mode = 1, median = 2.72), and coarse (mode = 6.25) distributions (Figure 2a).