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Based on these data, a proportion of 12.4 % MPS of privately insured patients was taken for the missing data concerning item 1 to determine the true annual MPS numbers.
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The exploratory data analyses checked the distribution of values and presented the results as the mean and standard deviation (SD) for numerical data, and a proportion for nominal data.
First, invalid data (level 4 in Tobii software) were identified, and then the amount of invalid data as a proportion of the whole trial period was estimated.
EDM distributions are response distributions for GLM and include the Tweedie family of distributions, which has proven especially useful for modelling positive continuous data with a proportion of exact zeroes [24, 25].
Nor is it always certain that the data capture a proportion of the population sufficient to justify an alert.
Interim data on a proportion of the cohort have been published, prior to the closure of the EPIC-Norfolk Eye Study.
Thus, during the start-up period of two years, 1994-1996, data on a proportion of subjects were missing.
However, it may be appropriate to use cure-fraction models for survival data, if a proportion of patients may be cured by a treatment [ 32].
It appears from our data that a proportion of patients with high-grade breast cancer receiving adjuvant chemotherapy may not gain significant benefit from present drug regimes.
Previous RNA-seq studies of X:autosome expression applied arbitrary cutoffs when filtering data, removing a proportion of genes that are highly or lowly expressed [ 19- 24].
We assume that the data contains a proportion 0≤ ξ<1 of noise; that is, a proportion ξ of entries in the time series are assumed to be "flipped" through noise.
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