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Appendix C: - University of Illinois at Chicago

Appendix C: - University of Illinois at Chicago

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consistent, based on a chi-square test, then the deposit on the sample filter can be<br />

considered to be uniform and concentr<strong>at</strong>ions can be extrapol<strong>at</strong>ed with confidence.<br />

Results <strong>of</strong> the chi-square analyses for every project filter on which <strong>at</strong> least one structure<br />

was observed are presented in Table 3A. Results for the quality control samples<br />

analyzed in this study are presented in table 36. In both cases, chrysotile and<br />

amphibole structures were separ<strong>at</strong>ely evalu<strong>at</strong>ed and, in both cases, counts <strong>of</strong> total<br />

structures longer than 5 pm were subjected to the chi square test.<br />

The first columns <strong>of</strong> both Table 3A and 36 indic<strong>at</strong>e the sample identific<strong>at</strong>ion number.<br />

The next two columns indic<strong>at</strong>e, respectively, the test st<strong>at</strong>istic observed for chrysotile<br />

counts from the indic<strong>at</strong>ed sample and whether the counts can be considered to be<br />

consistent (based on a chi square). The fourth and fifth columns in each table indic<strong>at</strong>e<br />

the same inform<strong>at</strong>ion for amphibole structures. Note th<strong>at</strong> the tables are divided into two<br />

halves (to reduce table size) and identical inform<strong>at</strong>ion is presented in each half <strong>of</strong> each<br />

table (for different structures).<br />

Because five grid specimens are being compared, the appropri<strong>at</strong>e critical values for the<br />

chi square test is with four degrees <strong>of</strong> freedom (one less than the number <strong>of</strong><br />

realiz<strong>at</strong>ions <strong>of</strong> the counts evalu<strong>at</strong>ed). The critical value corresponding to a 0.05 level <strong>of</strong><br />

significance for this test (with four degrees <strong>of</strong> freedom) is 9.49. Thus, whenever the test<br />

* st<strong>at</strong>istic is less than 9.49, the filter deposit can be considered to be uniform.<br />

As can be seen in Table 3A, there are 64 sets <strong>of</strong> specimen grids on which <strong>at</strong> least one<br />

structure was observed so th<strong>at</strong> a chi square test was conducted. It can also be seen<br />

* from this table th<strong>at</strong> there are only three out <strong>of</strong> the 64 tests for which the chi square<br />

st<strong>at</strong>istic is larger than the critical value. However, <strong>at</strong> a 0.05 level <strong>of</strong> significance, one<br />

would expect three failures <strong>of</strong> the chi square test (among 64 tries) by chance alone.<br />

Thus, it is reasonable to conclude from the d<strong>at</strong>a presented in Table 3A th<strong>at</strong> sample<br />

filters analyzed in this study are entirely uniform and results can be reasonably<br />

extrapol<strong>at</strong>ed to estim<strong>at</strong>e concentr<strong>at</strong>ions in the sampled m<strong>at</strong>erial.<br />

A similar conclusion can also be drawn from the d<strong>at</strong>a presented in Table 38. Although<br />

two failures among the 24 tests indic<strong>at</strong>ed is slightly higher than the one failure<br />

expected, this small difference is not sufficient to suggest a problem. In fact, we should<br />

also consider th<strong>at</strong> there are more than 1 00 cases in which no chrysotile structures or<br />

(separ<strong>at</strong>ely) no amphibole structures were detected on any <strong>of</strong> the grids in a set and th<strong>at</strong><br />

such cases represent "perfect' agreement with zero counts on each <strong>of</strong> five grid<br />

specimens. Thus, if these cases were to be included, we would expect more than 9<br />

failures overall, while only five failures were observed.<br />

Duplic<strong>at</strong>e and replic<strong>at</strong>e analyses. A series <strong>of</strong> duplic<strong>at</strong>e splits and/or replic<strong>at</strong>e<br />

analyses were also conducted on selected samples to further evalu<strong>at</strong>e the performance<br />

<strong>of</strong> the labor<strong>at</strong>ories particip<strong>at</strong>ing in this study. In some cases, duplic<strong>at</strong>e split samples<br />

were prepared and both pairs were analyzed (blind) by the primary labor<strong>at</strong>ory for the<br />

Pagec3<strong>of</strong> 15<br />

UNITED ANALYTICAL SERVICES, INC.<br />

Page 44

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