D Theory Flashcards
(203 cards)
What can time series analysis be used for?
To analyse historic data and establish any underlying trend and seasonal variations within the data
What is the trend in time series analysis?
Refers to the general direction the data is heading in and can be upward or downward
What is meant by seasonal variation?
Refers to the regular variations which exist within the data. This could be a weekly variation with certain days traditionally experiencing higher or lower sales than other days, or it could be monthly or quarterly variations
What is a moving average?
A series of averages, calculated from historic data
What is meant by a negative variation?
The actual figure in that period is less than the trend
What is meant by a positive variation?
The actual figure is more than the trend
What does the size of the movements in the dependent variable depend on?
The size of the movements of the independent variable
The axis of the independent variable?
Horizontal axis
The axis of the dependent variable?
Vertical axis
What is meant by the “line of best fit”
Predict what will happen at other levels of production
Disadvantage of line of best fit?
Estimated from the data points plotted and different lines may be drawn from the same set of data points
Why is regression analysis more reliable than the line of best fit?
Uses the historic data and finds a line of best fit, but does so statistically, making the resulting line more reliable
When the stronger the relationship between the variables?
The more reliance can be placed on the equation calculated and the better the forecasts will be
Why is a stronger correlation necessary for where a company wants to use past data to forecast the future>
The stronger the correlation, the better the estimates will be
What is the correlation coefficient?
The strength of correlation between variables
Assumption of regression analysis? (past)
What has happened in the past is a good indicator of what will happen in the future is a simplistic assumption
What is a flexible budget?
A summary of revenues and costs across a range of different activity levels
What is a fixed budget?
Allocates a set amount of money for specific expenses or categories over a defined period
When does flexible budgeting happen?
At the beginning of a budgeting period—revenue, costs, and profit are forecast across a range of activity levels
Flexible budgeting advantage? (accurate)
Managers will be able to plan and forecast more accurately as they are required to consider a range of forecasts
Issue if businesses have a high level of indirect costs?
Making it difficult to separate fixed and variable costs from total indirect costs
How are budgets usually prepared?
On an annual basis
What is meant by a rolling budget?
Budget will be updated more frequently than annually – either quarterly or even monthly – and a new budget period will be added to replace the expired period
Advantage of rolling budget?
More accurate as it is updated more frequently, improving planning and control. Useful for unpredictable events