3.3 Flashcards
what is time series
a set of observations that are measured at specific time intervals
why is time series analysis useful
-attempts to identify factors that exert an influence on the values in the series
-trends can then be projected to the future and used in forecasting
-reveals a pattern in observations
-shows long-term underlying growth movement in a time series (trends)
give some examples of time series
sales figures
gross national product
currency comparison
unemployment rates
economic growth
foreign debt
trade figures
what are the 4 time series components
trend - long term underlying movement of sales
cyclical - long term variations about the trend caused by booms & slumps
seasonal - ie weather
irregular - unpredictable events
what is a decision tree
method of tracing the alternative outcomes of any decisions
what are decision points
points where decisions are made in decisions trees represented by a square, choosing between certain courses of action
what are outcome points/chance nodes
points where there are different possible outcomes in a decision tree represented by a circle
when are decision trees used
a new product launch
a new marketing campaign on the current product
relocation to a new building
what are the advantages of using decision trees
enables a business to quantify decision making
useful when outcomes are uncertain
places a numerical value on likely or potential outcomes
allows comparison of different possible decisions
encourages clear thinking and planning
what are the disadvantages of using decision trees
reliant on the accuracy if data used
requires qualitative input to complete picture
probabilities are only estimated
real time data problems
what is the problem 3 point moving averages
businesses will often report their sales in quarters so the 3 cycle points are different so not useful for forecasting
how do you calculate earliest start time
earliest start time of previous activity + duration of previous activity
what is critical pathway analysis (CPA)
a project management technique that requires mapping out every key task that is necessary to complete a project
what is free float
the spare time available without delaying the next activity
how do you calculate free float
(est at start + duration) - est at the end