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A linear modelling tool, an implementation of linear regression modelling, allows analysis of several variables at the same time.
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Figure 3(a) shows the execution times of linear regression validation for each pair of genes by using the Hadoop MapReduce implementation and the sequential Java implementation, given different numbers of genes.
You don't need to have a deep understanding of linear regression analysis.
Multiple linear regression is a variant of "linear regression" analysis.
Assumptions of linear regression were validated via linear relationship, normality and homoscedasticity.
The approach and interpretation of quantile regression are similar to those of linear regression.
The results of quantile regression are interpreted in a similar way to those of linear regression.
R2 - coefficient of linear regression.
# the coefficient of linear regression.
The assumptions of linear regression were verified.
Our MapReduce implementation for linear regression validation and correlation computation is a map-only program.
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