2008
DOI: 10.1016/j.apgeochem.2008.01.002
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Comment on “Some numerical considerations in the geochemical analysis of distal microtephra” by A.M. Pollard, S.P.E. Blockley and C.S. Lane

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Cited by 43 publications
(51 citation statements)
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“…comm., 2010). On the other hand, others have maintained that normalization is essential (e.g., Stokes et al, 1992;Shane, 2000;Pearce et al, 2008a) because it results in consistent elemental abundances, suggesting that the water is accommodated within the glass structure without chemical alteration (Shane, 2000). Also, discriminant function analysis undertaken by Stokes et al (1992) showed that such normalization provides statistically valid results.…”
Section: Electron Probe Microanalysis Of Glassmentioning
confidence: 99%
See 1 more Smart Citation
“…comm., 2010). On the other hand, others have maintained that normalization is essential (e.g., Stokes et al, 1992;Shane, 2000;Pearce et al, 2008a) because it results in consistent elemental abundances, suggesting that the water is accommodated within the glass structure without chemical alteration (Shane, 2000). Also, discriminant function analysis undertaken by Stokes et al (1992) showed that such normalization provides statistically valid results.…”
Section: Electron Probe Microanalysis Of Glassmentioning
confidence: 99%
“…There is no consensus as to the optimum specific elements for SC calculations (Froggatt, 1992;Stokes et al, 1992;Hillenbrand et al, 2008). Consequently, various multivariate statistical methods have been applied including Euclidian distance analysis (which involves analysis of means), statistical distance analysis (which involves analysis of means and standard deviations), cluster analysis, ttest comparisons of means, discriminant function analysis (DFA), and principal components analysis (PCA) (Preece et al, 2000, in press;Keenan, 2003;Pollar et al, 2006;Kurbatov et al, 2006;Lowe et al, 2007;Pearce et al, 2007Pearce et al, , 2008aHillenbrand et al, 2008;Turner et al, 2009). …”
Section: Numerical and Statistical Techniquesmentioning
confidence: 99%
“…Whilst it has been suggested data with oxide totals of less than 95% should be omitted from analyses (Hunt and Hill, 1993), totals exceeding this are not always consistently obtainable, owing frequently to the primary magmatic and/or post-depositional hydration of shards (Pearce et al 2008) and lower minimum oxide totals (e.g. ≥93%, Eiríksson et al, 2000, Bergman et al, 2004 have been imposed.…”
mentioning
confidence: 99%
“…Prior probabilities were weighted proportionately due to group size differences within our sample. Untransformed data are used here due to the higher posterior probabilities of group membership relative to data transformed by normalization or the centered log ratio method of Aitchison (1986), the latter used in some provenance studies based on geochemical data with varying degrees of success (see discussions in Stokes et al, 1992;Baxter et al, 2005;Pearce et al, 2008;Pollard et al, 2006). This classificatory model was used to assign distal tephra deposits from archaeological sites to one of the volcanic sources or eruptive phases within the reference set: Erciyes Dağ, Hasan Dağ, Göllü Dağ, or the syn-caldera or post-caldera deposits from Acigöl.…”
Section: Multivariate Statistical Methodsmentioning
confidence: 99%
“…Because of minimal intragrain variation and to facilitate multivariate analyses of the data, each grain is characterized by the average value for each element oxide. The dataset was further culled by removing analyses with analytical totals < 90%, following the range of acceptable values noted by Froggatt (1992; see also Pearce et al, 2008). Data are not normalized except where required for comparison with whole-rock analyses (e.g., when plotted on the total-alkali-silica diagram), in part because of some of the unwarranted assumptions this makes about the parent magma, but more importantly because such treatment of the data has little to no effect on the discriminant analyses used here (see discussions in Brown et al, 1992;Hunt and Hill, 1993;Charman and Grattan, 1999;Pearce et al, 2007).…”
Section: Data Reductionmentioning
confidence: 99%