Chapter 3 Parametric Estimating Flashcards
Building a parametric model includes _________ , _________ , and ___________
collecting data, identifying cost drivers, and developing CERs.
What is the difference between cost passengers and cost drivers
Cost passengers are major system components that represent the majority of the system’s cost.
Cost drivers represent those design decisions and requirements at a system-level that truly influence the amount of money spent on an item
A _____ predicts cost via a simple multiplicative relationship. Which are always expressed in dollars per parameter.
rate
A ______ uses the cost of one element to predict the cost of another via a simple multiplicative relationship.
factor
A ______ estimates effort and is defined as parameter on parameter. For example, if a program plans to perform Commercial Off-The-Shelf (COTS) software integration within the software baseline, a good ______ to use is the industry average of 1,200 lines of code per integrated package.
Ratio
What are the five top-level steps to the regression process?
1.)Select the Variables: Determine the independent (source) variable (e.g., LOC, number of deployments, COTS procurements, etc.), data collection methodology, and data type corresponding to the desired analysis.
2.) Test Relationships: After selecting the variables, test for associations that may exist between each variable and cost.
3.)Perform Regression: After initial inspection and testing of the data, perform regression analysis to develop the equation to use in the model
4.) Select CERs: Select the CER that best represents the data.
5.) Validate CERs: Finally, validate the CER on the representative data that was not used to develop the equation.
__________ of a CER is defined as resetting the
y-intercept (or equivalently the constant term) of the CER to force it to pass through a desired point (pair of coordinates).
Calibration
The _________ represents the ratio of explained variation to total variation in the data set. It provides an estimate of how explanatory the independent variable, cost driver, is.
R2 value (R squared)
_________ occurs when there is a significant correlation between two cost drivers and it is unlikely that both cost drivers will be good explanatory variables at the same time.
Multicollinearity