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MANOVA is simply an ANOVA with several dependent variables (French et al. 2015).
Several dependent variables can be measured: traveled distance, number of jumps and % of immobility.
Several statistical and data mining model types also support several dependent variables, but such functionality is almost never needed in QSAR modeling.
The approach consists of employing one/several functions to characterize the properties of several dependent variables, normalize (scale between zero and one) and combine the resulted terms using the geometric mean.
In the case of the Novel Environment Test, for which we had several dependent variables, we applied a Bonferroni correction for multiple testing resulting in a reduction in the value of alpha for these tests from 0.05 to 0.008.
Friedman ANOVA was performed for comparison of several dependent variables.
Similar(43)
LCA clustering approach allows simultaneous examination of several indicator (dependent) variables, such as utilities for several health states, as well as allows for the inclusion of covariates to identify predictors of class membership.
Several other dependent variables that seek to measure delays in vaccination were also constructed.
Firstly, several genome dependent variables, such as the genome's complexity and sequence composition, need to be considered in the design to ensure a high quality microarray.
MCA allows us to analyse the pattern of relationships of several categorical dependent variables.
It creates a decision tree that strives to correctly classify members of the patients based on several dichotomous dependent variables, which is simple and intuitive (Further description in Additional File 1).
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