• Corpus ID: 18834443

Complexity Metrics for Spreadsheet Models

@article{Bregar2008ComplexityMF,
  title={Complexity Metrics for Spreadsheet Models},
  author={Andrej Bregar},
  journal={ArXiv},
  year={2008},
  volume={abs/0802.3895}
}
Several complexity metrics are described which are related to logic structure, data structure and size of spreadsheet models. They primarily concentrate on the dispersion of cell references and cell paths. Most metrics are newly defined, while some are adapted from traditional software engineering. Their purpose is the identification of cells which are liable to errors. In addition, they can be used to estimate the values of dependent process metrics, such as the development duration and effort… 
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References

SHOWING 1-10 OF 14 REFERENCES
Finding high-level structures in spreadsheet programs
TLDR
An approach to help maintainers understand the structure of large spreadsheets as well as to zoom into certain parts of the spreadsheet to cope with large sheets is introduced.
Auditing Large Spreadsheet Programs
TLDR
This paper presents an approach that enables auditors to understand the structure of large spreadsheets by aggregating cells with related properties and it will be shown, how different auditing strategies can be supported by this approach.
Using a structured design approach to reduce risks in end user spreadsheet development
What we know about spreadsheet errors
TLDR
Although spreadsheet programs are used for small "scratchpad" applications, they are also used to develop many large applications, and error rates are in line with those in programming and other human cognitive domains.
Spreadsheet Auditing Software
TLDR
This paper documents and tests office software tools designed to assist in the audit of spreadsheets to identify the success of software tools in detecting different types of errors, to identify how the software tools assist the auditor and to determine the usefulness of the tools.
Modeling Optimization Problems in the Unstructured World of Spreadsheets
Hitting the wall: errors in developing and code inspecting a 'simple' spreadsheet model
Spreadsheet analysis and design
TLDR
Several different contexts for the development of spreadsheet models are discussed and structured design techniques for these models are presented.
Applications development by end-users: can quality be improved?
...
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