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The basic purpose of PCA is to study the hydrogeochemistry of groundwater and explain large amount variance in analytical data by a small number of key factors (Biswal et al. 2004; Dalton and Upchruch 1978; Singh et al. 2009, 2013a, b).
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The first PC accounts for a maximal amount of total variance, while the amount of variance that was not accounted for, is accounted by the second PC.
Each principal component represents a certain amount of total variance in the data: by using all components the total amount of variance is conserved.
Such asynchrony also increases intra-annual variability, reducing the amount of variance explained by time in the regression analyses.
(2) The cumulative amount of variance criterion considers only the first components that cumulative amount of variance is greater than a given value (in most cases: 80%).
As a set, the demographic variables only predicted a small amount of variance for each construct, with Evolutionary Misconceptions having the least amount of variance explained (R2 = 0.02) and Exposure to Evolution having the most variance explained (R2 = 0.083).
The AVE assesses the amount of variance captured by a common factor in relation to the amount of variance due to random measurement error [ 35].
According to a meta-analysis and the above mentioned studies, the amount of variance in behavior explained in our study was smaller than the amount of variance in intention [ 42].
Genetic distance explained the greatest amount of variance in cob weight and total kernel weight, while inbred phenotype explained the greatest amount of variance in cob diameter.
A substantial amount of variance (26%) in infecting parasite communities was explained by variation among collection sites.
And even at secondary, homework "explains only a small amount of variance in pupils' achievement".
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