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).
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].
Using the data from our example surfaces, we calculate some basic results that support our case.
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.
Data from the Selenge Aimag, for example, show that more than 80%% of the annual forest fire events occur in April or May (Goldammer 2002).
