Multiple regression, Managerial Accounting

Assignment Help:

MULTIPLE REGRESSION

The least square regression equation discussed above was based on the assumption that total cost was determined by only one activity based variable. However, other variables are likely to affect labour costs such as labour hours, material costs, machine hours, etc. These may have an effect on labour costs.

The equation for the simple regression can be expanded to include more than one independent variable as shown below:

Y = a + b1X1 + b2 X2 + b3 X3 +………+bn Xn

For two independent variables, the function will be of the form:

Y = a + b1X1 + b2 X2

The normal equations can be given by:
∑y      = na + b1 ∑X1 + b2∑x2
∑X1Y  = a∑x1 + b1∑X12 + b2 ∑X1 ∑X2
∑X2 Y = a∑x2 + b1∑  X 1∑X2 +b2 ∑X2 

Normally computers are used for the solution of multiple regression.


Related Discussions:- Multiple regression

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

hi how do we find a schedule of expected cash collections

Hire purchase and leasing, This is a most familiar form of medium term fina...

This is a most familiar form of medium term financing in obtaining plant and vehicles, machinery etc. In hire purchase transactions, the purchaser of goods will obtain the possessi

Select the cost driver-cost estimating relationship, Select the cost driver...

Select the cost driver(s): This might also be termed to as independent, explanatory or predictor variable. A cost driver can be stated as any factor whose change causes a chang

Control-role of management accountant , Control Control includes a ...

Control Control includes a comparison of actual performance with the plan so that deviation from the plan can be identified and corrective action taken. It can be define

What is kaizen, What is kaizen Kaizen is the Japanese term for continuo...

What is kaizen Kaizen is the Japanese term for continuous improvement. The kaizen concept was pioneered by in Japan by Toyota as daily challenge to all its to improve their pro

Standard error of the slope, Std error of the slope (Sb) Correlation co...

Std error of the slope (Sb) Correlation coefficient measures the degree of association between two variables such as the cost and the activity level. The standard error of ‘

Integer programming, Integer Programming It is a technique for solving ...

Integer Programming It is a technique for solving a linear programming model with an added constraint that the decision variables must only be non-negative integers. In the

Illustrate traditional budgeting vs zero base budgeting, Traditional budget...

Traditional budgeting vs. zero base budgeting 1) Traditional budgeting is accounting oriented. Main stress happens to be on previous level of expenditure. Zero base budgeting m

EOQ, a annual sales are 585000 unit. the purchase price per unit is $2. the...

a annual sales are 585000 unit. the purchase price per unit is $2. the carrying cost is 26% of purchase price of goods safty stock is 100000 units on hand two weeks are required fo

Explain decision unit - zero base budgeting, Explain decision unit - zero b...

Explain decision unit - zero base budgeting Decision units: an organization is divided among decision units. The manager of the decision unit justifies the relative budget

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