# Multi-Regression Analysis

Multi-Regression Analysis is a kind of
Regression Analysis
. It uses more than one X values.

Multi-Regression Analysis is the basic of
Multi-Variable Analysis
and
Data Mining.

##
Formulation

In multi regression analysis, the formula is

##
How to understand the conclusion

###
Coefficient Evaluation

We can judge the goodness of fitting with coefficient of determination.

In multi regression analysis, we can see the effect of each Xi by Ai.
But before this analysis, we need
Normalization.

By the way, in single regression analysis,
when we take Normalization,

**Ai = correlation coefficient**.
So the analysis of Ai is equal to the analysis of correlation coefficient.

##
For Category Data

When X is category data
Category Data,
regression analysis is
Broadly defined Quantification theory 1.

##
Pass Analysis

Actual data has network structure.
In such network, X is Y of other X.
To evaluate network structure, there is
Pass Analysis
.
Pass Analysis is not only an application of multi Regression Analysis.

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