James,

In the construction materials area I can suggest a number of studies on 
hydraulic cements characterization. First, ASTM has a number of guides, 
starting with E 1488, Statistical Procedures to Use in Developing and Applying 
Test Methods which references, among others practices like E 1601, Standard 
Practice for Conducting an Interlaboratory Study to Evaluate the Performance of 
an Analytical Method, E691, Practice for Conducting an Interlaboratory Study to 
Determine the Precision of a Test Method, and ASTM E2489, Standard Practice for 
Statistical Analysis of One-Sample and Two-Sample Interlaboratory Proficiency 
Test Programs. There also is the Consensus Mean, used to assess results from 
different methods and laboratories.  An explanation of those approaches may be 
found by searching on   Dataplot Consensus Mean  to get details.

I used E691 to assess inter laboratory data on four materials for the hydraulic 
cement QXRD procedure (ASTM C1365), as reported in P. Stutzman and S. Leigh, 
"Phase Analysis of Hydraulic Cements by X-Ray Powder Diffraction: Precision, 
Bias, and Qualification," J. ASTM Int. Vol. 4, No. 5, 2007, JAI101085.  I later 
conducted a proficiency test program, that used the performance criteria of 
ASTM C1365 in "Quantitative X-Ray Powder Diffraction Analysis of Portland 
Cements: Proficiency Testing for Laboratory Assessment, in Advances in Civil 
Engineering Materials, Vol. 3, No. 1, 2014.  A third paper that comes to mind 
is by L. Leon-Reina et al, "Round robin on Rietveld quantitative phase analysis 
of Portland cements, Jour. Appl. Cryst., (2009) 42, pp. 906-916.  Each of these 
studies utilized multiple samples and provides the details on the statistical 
procedures used to make the precision assessments.

Paul

Paul Stutzman
Inorganic Materials Group
Materials and Structural Systems Division
Engineering Laboratory
National Institute of Standards and Technology
100 Bureau Drive, Gaithersburg, MD 20899-8615

301-975-6715, 6645 (lab)


________________________________________
From: James Talbot <ja...@ktgeo.com>
Sent: Thursday, November 13, 2014 12:53 PM
To: rietveld_l@ill.fr
Subject: Statistics on semi-quantitative XRD data

Hello All,

I had the following request from a client:

"I am looking for examples of statistics used on semi-quantitative
data, i.e. comparing XRD results of multiple samples.  Do you have
any recommendations or know of any papers that clearly explain their
statistical methods?  In so many papers, it is glossed over.  I have
a pretty good handle on my stats, but would prefer to see what other
have done with XRD datasets."

Can anyone help with this.?  I do not know of any of the top of my head.

Thanks in advance,
James Talbot


K-T GeoServices, Inc.
970-641-1235 (office)
940-597-9076 (mobile)
219 North Iowa Street, Unit J
Gunnison  CO  81230-2479
www.ktgeo.com
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