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These equations have been produced from an analysis of 1,681 projects in the ISBSG Repository (Release 11) All of these projects provide data regarding Size (unadjusted function points) and Effort (person-hours for the development team) 584 provide data for Maximum Team Size, 1,311 provide Duration, and 561 provide both
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Appendix C:
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The ranges of project characteristics are as follows: All are sized with IFPUG function points, version 4 or later, or are new developments sized using the NESMA approach All have high data quality rating (A or B) 25 <= Size (UFP) <= 4,200 FP 80 <= Effort <= 61,500 hours Maximum team size <= 52 05 <= Duration < 34 months 065 <= PDR <= 80 Hrs/FP 45 <= Speed of delivery (for the entire project team) < 520 FP/month 07 <= Speed of delivery (per project team member) < 45 FP/ month/person Project completion date is 1999 or later (Normalized effort for development team / reported effort for development team) < 125 It is reasonable to apply the equations tabulated later in this appendix if your project falls within these ranges These equations cannot be relied upon for projects that fall outside these ranges
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What Do the Statistics Mean
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Be aware of the N, R2(Adj), and Median MRE columns N is the number of projects R2(Adj) and Median MRE have been provided to give some indication of reliability N is important, because care must be taken not to draw unwarranted conclusions from small samples of projects R2(Adj), or Adjusted Squared Multiple R, is a measure of how much of the variability between different projects is actually explained by the equation The maximum value is 100, which would occur when every project agreed exactly with the equation The closer the value is to 1, the better Even low values here can be meaningful; something is being explained, but randomness or variation in other predictive factors may have diluted the predictive effect Low values do not tell you much (equations with an R2(Adj) less than 025 are not even reported in these tables) High values, such as 080, are extremely encouraging (but are not necessarily conclusive) Median MRE is an indication of how accurate the regression equation is on average The minimum value is 000, which would occur when every project agreed exactly with the
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equation The closer the value is to 0, the better It shows the halfway point for accuracy of the estimates For example, if Median MRE is 035, it means that the estimate from the regression equation is within 35 percent of the true value for half of the projects; for the other half the error is more than 35 percent If Median MRE is 020, the estimate is within 20 percent of the true value for half of the projects
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Table C-10: Project Delivery Rate, estimated from software size and maximum team size
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Dependent (Y) = PDR (Project Delivery Rate, Hours per Function Point) Independent (X1) = Size (Software Size in Function Points) Independent (X2) = MaxTeam (Maximum Team Size) Equation: PDR = C SizeE1 MaxTeamE2
Class All Enhancement New development MR Multi 3GL 4GL New & MR New & Multi Enh & MR Enh & Multi New & 3GL Enh & 4GL MR & 3GL MR & 4GL Multi & 3GL Multi & 4GL Enh & MR & 3GL Enh & MR & 4GL New & Multi & 3GL New & Multi & 4GL Enh & Multi & 3GL Enh & Multi & 4GL C 5739 7912 3748 6076 3449 5174 3290 3509 3741 11590 3897 3940 6410 4294 5686 3644 935 8176 16270 7234 672 2563 1398 E1 0558 0616 0496 0664 0510 0526 0468 0597 0463 0759 0566 0489 0605 0605 0664 0491 0282 0647 0865 0530 0228 0462 0372 E2 0710 0692 0759 0960 0875 0693 0692 1080 0736 0872 0951 0762 0728 0994 0967 0832 0801 0785 0963 0666 0839 0909 0829 N 584 381 203 61 125 367 141 16 47 45 78 127 98 27 30 91 32 19 25 30 16 61 16 R2(Adj) 033 033 032 065 046 027 042 057 036 073 050 033 060 061 066 043 039 068 076 038 033 046 042 Median MRE 037 037 037 023 030 038 030 024 030 019 031 038 027 028 018 030 023 024 019 043 016 030 021
Appendix C:
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