Multi-collinearity, Managerial Accounting

Assignment Help:

Multi-collinearity

Multiple regression analysis is based on the assumption that the independent variables are not correlated with each other, whenever the independent variables are highly correlated with each other then it is very difficult to isolate the effect of each one of these on the dependent variables. This occurs when there is a simultaneous movement of two or more independent variables in the same direction and almost at the same time. This condition is called multi-collinearity.

We can use the correlation matrix to determine whether 2 independent variables are highly correlated. If a correlation value of more than 0.8 exists between two independent variables, then the problem of multi-colinearity is bound to occur. Alternatively if the correlation coefficient between the two variables is greater than the multiple correlation coefficients, then multi-colinearity problem will occur. To remove the problem of multi-colinearlity, we drop one of the correlated variables. You can drop any of the variables.


Related Discussions:- Multi-collinearity

Investing surplus cash, The requirement for working capital fluctuates acco...

The requirement for working capital fluctuates according the level of inventory, production, debtors and creditors etc. The working capital needs are not uniform during the year be

Cash budget, hi how do we find a schedule of expected cash collections

hi how do we find a schedule of expected cash collections

Mortgages, You want to purchase a house that costs $325,000. You have a dow...

You want to purchase a house that costs $325,000. You have a down payment of $65,000 and will take out a mortgage to make up the difference. The AMC Mortgage Corporation offers a q

What is the issue price for bond a and b, Q. What is the issue price for Bo...

Q. What is the issue price for Bond A and B ? On December 31, 20x7, the Jill Corporation issued $20,000,000 of 15 year face value bonds. The bonds pay interest on June 30 and D

What are the assumptions underlying the cvp analysis, Assumptions Underlyin...

Assumptions Underlying the CVP Analysis CVP analysis as discussed above is based on certain assumptions . if these assumptions are not recognized then serious error may result

Bridge loans, Bridge loans are obtainable from the banks and financial inst...

Bridge loans are obtainable from the banks and financial institutions while the source and timing of the funds to be raised is identified along with certainty. While there is a tim

Illustration of graphic analysis , Illustration of Graphic Analysis Th...

Illustration of Graphic Analysis The four steps of cost-volume-profit analysis can be employed to graph and study any cost-volume relationship. Suppose that you have been aske

Standard conventions in game theory, Standard conventions in Game Theory ...

Standard conventions in Game Theory Consider the following table as shown below: X plays row I, Y plays Column I, X wins 3 points X plays row I, Y plays Column II, X los

What is nile''s strategy for success in the marketplace ?, what is nile's s...

what is nile's strategy for success in the marketplace ?

Optimum solution, Optimum Solution From the stand point of implementing...

Optimum Solution From the stand point of implementing the LP solution, the mathematical classification of the variables as basic and non-basic is of no importance and should be

Write Your Message!

Captcha
Free Assignment Quote

Assured A++ Grade

Get guaranteed satisfaction & time on delivery in every assignment order you paid with us! We ensure premium quality solution document along with free turntin report!

All rights reserved! Copyrights ©2019-2020 ExpertsMind IT Educational Pvt Ltd