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OFFICE OF HEALTH, SAFETY AND SECURITY HEALTH AND SAFETY PROGRAMS
Statistical Analysis of Non-detect Data (SAND)
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Step 1 - Download R
Step 2 - Download and Install the sand package
Step 3 - Run sand examples
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Statistical Analysis of Non-detect Data (SAND)

The R package Statistical Analysis of Non-detect Data (sand) Version 1.3 (REVISED 11 November 2007) contains most of the functions described in ORNL/TM-2005/52. The functions in the sand package replace the "informal" R functions at the AOED website described in ORNL/TM-2005/52. The most important changes are the addition of on-line help files that document each function and the functions readss (revised) and icfit (new function for interval censored data---see the examples in Step 3 below)

Statistical Methods and Software for the Analysis of
Occupational Exposure Data With Non-Detectable Values  

Edward L. Frome and Paul F. Wambach
ORNL Technical Report "Statistical Methods and Software for the
Analysis of Occupational Exposure Data With Non-Detectable Values",

ORNL/TM-2005/52 is available here in PDF format
Abridged Version (Abstract,Introduction,Applications and Appendix) is available here in HTML format

The following instructions explain how to obtain the Windows (95 or later) version of R, download and install the sand package, and analyze data using these functions in sand.   The folder "...\My Documents"  will be used to illustrate how to download and install the R package sand Version 1.3 . To REPLACE Version 1.0 through 1.2 REPEAT Steps 2-f through 2-j.
NOTE: Version 1.3 resolves compatibility issues with R version 2.6.

Select the appropriate step from the left hand menu

1. Install R and place R-icon (shortcut) on your desktop. 
NOTE: this step requires Administrator permission.

2. Download and install R package sand. If you are NOT using Window OS see Step 1-f.

3. Examples of how to use the most important functions in sand.

4. Reference Manual [sand.pdf] For Version 1.2

R is a language and environment for statistical computing and graphics. It compiles and runs on a wide variety of UNIX platforms and similar systems (including FreeBSD and Linux), Windows, and MacOS. R is available as Free Software under the terms of the Free Software Foundation's GNU General Public License in source code form and as binaries.

For additional information visit the R Homepage and read What is R? (see Menu on left) and the FAQs under Documentation. For on line documentation go to the R Homepage and Select [Manuals] on left hand menu and then see Item 1 An Introduction to R and click on [browse HTML].

For additional information on the use of this package in a Windows environment CLICK HERE

To obtain information on changes to the sand package send an e-mail message to FromeEL@ornl.gov with
Subject: R Package sand.



This page was last updated on February 27, 2008


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