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

Controlling, Controlling Things hardly go exactly as planned, and manag...

Controlling Things hardly go exactly as planned, and management should make a concerted effort to the monitor and adjust for their deviations. The managerial accountant is the

Planning, Planning A business must plan for its success. What do w...

Planning A business must plan for its success. What do we understand by business planning? It is about thinking in advance -- to decide on a course of the action to reach

Budget, You recently began a job as an accounting intern at Indoor Racing L...

You recently began a job as an accounting intern at Indoor Racing Ltd. Your first task was to help prepare the cash budget for February and March. Unfortunately, the computer with

Scorecard, Scorecard The traditional approach to the monitoring organiz...

Scorecard The traditional approach to the monitoring organizational performance has focused on the financial measures and the outcomes. Increasingly, companies are realizing th

Collection effort, The collection policy of a firm is intend at timely coll...

The collection policy of a firm is intend at timely collection of overdue amount and comprises of the subsequent. a.      Monitoring the state of debtors (account receivable)

Cost, What are the limation of semi variable cost and how to overcome it?

What are the limation of semi variable cost and how to overcome it?

Determine the nature of accounting, The Nature of Accounting Accounti...

The Nature of Accounting Accounting is process of recording, analyzing, summarizing, and interpreting financial (money-related) activities to allow individuals as well as org

Homework.., given the above data what would the breakeven in units and doll...

given the above data what would the breakeven in units and dollars be if u wanted a necessary after tax profit of $ 36,000 (assume a 30% tax rate ) units __________ ales dollars _

Overhead analysis sheet, .1 You are the Management accountant of an industr...

.1 You are the Management accountant of an industrial concern and have been assigned the duty of preparing a cost accounting system. Initially it has been decided to prepare three

Minimal regret criterion-laplace criterion of rationality, Minimal Regret C...

Minimal Regret Criterion : This method seeks to minimize the maximum regret that would occur from choosing a particular strategy or alternative.  The regret is the opportunit

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