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

Linear programming, Linear Programming     This section introduces the ge...

Linear Programming     This section introduces the general method called the simplex algorithm, which is designed to solve any linear program. The information that can be secured

Estimate the labor cost, The Knapp Company needs to predict the labor cost ...

The Knapp Company needs to predict the labor cost in producing small carrot patch dolls. The following production information is available: Year Dolls Pr

What are the advantages of budgetary control, What are the Advantages of bu...

What are the Advantages of budgetary control This budgetary control system helps in fixing the goals for the organization as a whole and concerts efforts are made for its achie

What is behind the wave of mergers in the banking industry, What is behind ...

What is behind the wave of mergers in the banking industry? A: Several economic factors have caused banking institutions to merge over the past several years. These factors inc

Chapter 3, Cretin Enterprises uses a predetermined overhead rate of $21.40 ...

Cretin Enterprises uses a predetermined overhead rate of $21.40 per direct labor-hour. This predetermined rate was based on a cost formula that estimated $171,200 of total manufact

Marginal costing technique, how company apply marginal costing techniques s...

how company apply marginal costing techniques show with an example

Determine the current ratio - liquidity ratios, Current ratio Meaning:...

Current ratio Meaning: this ratio establishes a relationship among current assets and current liabilities. Objective: the objective of computing these ratios is to calcu

Which of the following costs is an example of a cost, Which of the followin...

Which of the following costs is an example of a cost that remains the same in total as the number of units produced changes?

Capital budgeting, A firm wants to buy a new machine and the following quot...

A firm wants to buy a new machine and the following quotation has been received. Cost of machine US$100 000 Freight and insurance US$5 000 The new machine will last for five

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