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Odour Threshold Investigation 2012 - Bay of Plenty Regional Council

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Figure 7.10<br />

Graphical summary <strong>of</strong> the “session mean” unconditioned data.<br />

7.5.3 Transforming the data<br />

Analysis <strong>of</strong> variance (ANOVA) is a convenient method to quantify the variability <strong>of</strong><br />

threshold values between sessions, panellists and locations. ANOVA works well if<br />

underlying variation is approximately normally distributed and if the standard<br />

deviations <strong>of</strong> the applied normal curves are roughly equal. Otherwise the ANOVA<br />

estimates are likely to be unreliable. The detection threshold data in untransformed<br />

scale does not satisfy this requirement (Figure 7.9 and 7.10). Working with the<br />

log-based data, however, improves the “diagnostics” a great deal as shown in<br />

(Figure 7.11).<br />

Environmental Publication <strong>2012</strong>/06–A review <strong>of</strong> odour properties <strong>of</strong> H 2 S <strong>Odour</strong> <strong>Threshold</strong> <strong>Investigation</strong> <strong>2012</strong> 41

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