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

Transfer pricing with third party consequences, Transfer pricing with third...

Transfer pricing with third party consequences Transfer prices are used not only for internal record keeping and performance evaluation purposes. There are several settings

How much must you deposit each year to reach your goal, Right now you are 2...

Right now you are 20 years old and you have decided that you want to have $2,000,000 in the bank when you turn 65 years old. How much must you deposit each year to reach your goal

Intro to Managerial Accounting, I don''t know how to do a variable income s...

I don''t know how to do a variable income statement. Here is my assignment: The Used Books Company is a small online retailer operating out of a garage apartment. The owner buys

Illustrate the techniques used in management accounting, Determine the The ...

Determine the The tools and techniques used in management accounting 1. Financial policy and accounting : every concern has to take a decision about the sources of raising fun

State the penetration pricing, State the Penetration pricing As opposed...

State the Penetration pricing As opposed to the skimming pricing the objective of penetration pricing is to gain a foothold in a highly competitive market. The objective of thi

Strategic plan, How to write introduction on strategy plan

How to write introduction on strategy plan

Working capital finance from banks, Working capital is a necessary requirem...

Working capital is a necessary requirement for any type of business activity. Banks in India nowadays constitute the main suppliers of working capital credit to any type of busines

Net current assets forecasting method, It is the most practical way of esti...

It is the most practical way of estimating working capital needs. In such method, the finance manager gets ready a working capital forecast. While preparing such forecast, firstly

Learning curve theory, LEARNING CURVE THEORY The first time a new opera...

LEARNING CURVE THEORY The first time a new operation is performed both workers and operating procedures are untried but as the operation is replaced the workers becomes more fa

The break even point in dollorsales for rice company, the break even point ...

the break even point in dollorsales for rice company is48,000 and the company's contribution margin ratio is 40 percent. If Rice Company desires a profit of $84,000, how much wou

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