ch 4, Module 1 Flashcards
sensitivity analysis
the process of experimenting with different parameters and assumptions regarding a model and cataloging the range of results
risk management tool
helps mgt understand which variables are the most sensitive to change
scenario analysis
managers may prepare multiple different scenarios which represent alternative possible outcomes
probabilities may be assigned to each scenario
forecasting
driven by historical data and actual expectations
broken out into qualitative and quantitative methods
simple regression analysis formula
y = a + Bx
where a = FC
and B = VC
simple regression analysis
simple regression involves only one independent variable. M
multiple regression
involves more than one independent variable
What does the coefficient of correlation tell you?
r
measures the strength of the linear relationship between the x variable and y variable
+1 –> if there is a change in x there is always a change in y (positive correlation)
-1 –> if there is a change in x there is always a change in y in the opposite direction (negative correlation)
0 –> no correlation
What is the coefficient of determination?
r squared
the proportion of the total variation in the dependent variable (y) explained by the independent variable (x). It’s value lies between 0 and 1
the higher the r squared, the greater the proportion of the total variation in y that is explained by the variation in x. That is ,the higher the r squared, the better the fit of the regression line.
Ex: an r2 of .81 means that 81% of the change in total cost during a period can be attributed to changes in volume
high-low method
simple technique that is used to estimate the fixed and variable portions of cost
- gather data - compare the high and low volumes and costs (igonoring any obvious aberrations)
- analyze data
flexible budget
the result of the high low method
a series of budgets that are prepared for a range of activity levels rather than a single activity ( in which variable costs are adjusted to thelevel of activity and FCs are held constant.
learning curve
based on the premise that as workers become more familiar with a specific task, the per-unit labor hours will decline as experience is gained and production becomes more efficient
the activity itself must be repetitive in nature, involve intense labor, and have little to no labor force turnover or breaks in production
variable costs per unit should decline until a steady-state period is achieved.
*as cumulative production doubles, cumulative average time per unit falls to a fixed percentage of the previous average time.