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Regression analysis for Bank data

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See attached data file.

I need to formulate a hypothesis statement which can be tested with linear regression analysis using the attached data set.

Legend for the data set is posted below:

X1: Account Balance in dollars
X2: Number of ATM transactions in the month
X3: Number of other bank services used
X4: Has a debit card (0=no, 1=yes)
X5: Receives interest on the account (0=no, 1=yes)
X6: City where banking is done
60 accounts

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Solution Summary

Step by step method for regression analysis is discussed here. Regression coefficients, coefficient of determination, scatter diagram and significance of regression model are explained in the solution.

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