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The statements (13)–(15) can be illustrated with the data from the examples 5 and 8. Let n=20, s=1, r=TA.
For instance, fitting complicated generalized linear mixed models (GLMMs) for data from the examples above using software such as SAS 9.2.2 (Cary, NC), Stata 11 (College Station, TX) or R (R-2.11.1) may not be possible using desktop computers typically available to researchers within our institutions (64 bit server with 12GB and 667MHz dual ranked DIMMS and 48GB of RAM).
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Lets illustrate the proposition 1 with the data from the example 6.
The data from these examples are the focus of this study.
The RNA-seq data was downloaded from the example data collection available from the SOLiD Software Development Community website [ 22].
Finally, the biobank collects other forms of data from the individual – for example health and lifestyle data.
Data from the National Health and Nutritional Examination Survey NHANESS), for example, have confirmed an increasing diabetes prevalence, increasing obesity among patients with diabetes, and an apparent trend towards improved metabolic control after years of worsening [ 7- 10].
The data from which examples below have been taken consisted of highly interactive and argumentative texts contributed to an electronic discussion forum during the late 1990s and early 2000s.
Testing the trained classifier on unseen data from the RT study (1080 examples from experimental block 3) leads to an mean-squared error (MSE) of 8.9% only, which corresponds to a high agreement with the expert's labeling.
Additional file 1: A list of the 74 covariates in the example data from the CMS nursing home compare database.
DATA from the Ministry of Education show, for example, that here in Wellington the proportion of Maori and Pacific Island students in primary and intermediate schools who ranked lowest in socioeconomic status increased to 84percentt from 76percentt between 1991 and 1996.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com