A systematic review of software development cost estimation studies

This paper aims to provide a basis for the improvement of software estimation research through a systematic review of previous work. The review identifies 304 software cost estimation papers in 76 journals and classifies the papers according to research topic, estimation approach, research approach, study context and data set. A web-based library of these cost estimation papers is provided to ease the identification of relevant estimation research results. The review results combined with other knowledge provide support for recommendations for future software cost estimation research, including: 1) Increase the breadth of the search for relevant studies, 2) Search manually for relevant papers within a carefully selected set of journals when completeness is essential, 3) Conduct more studies on estimation methods commonly used by the software industry, and, 4) Increase the awareness of how properties of the data sets impact the results when evaluating estimation methods

New Effort and Schedule Estimation Models for Agile Processes in the U.S. DoD

Excerpt from the Proceedings of the Nineteenth Annual Acquisition Research SymposiumThe DoD’s new software acquisition pathway prioritizes speed of delivery, advocating agile software processes. Estimating the cost and schedule of agile software projects is critical at an early phase to establish baseline budgets and to select competitive bidders. The challenge is that common ag-ile sizing measures such as story points and user stories are not practical for early estimation as these are often reported after contract award in DoD. This study provides a set of parametric effort and schedule estimation models for agile projects using a sizing measure that is available before proposal evaluation based on data from 36 DoD agile projects. The results suggest that initial software requirements, defined as the sum of functions and external interfaces, is an effective sizing measure for early estimation of effort and schedule of agile projects. The models’ accuracy improves when application domain groups and peak staff are added as inputs.Approved for public release; distribution is unlimited

New Effort and Schedule Estimation Models for Agile Processes in the U.S. DoD

Excerpt from the Proceedings of the Nineteenth Annual Acquisition Research SymposiumThe DoD’s new software acquisition pathway prioritizes speed of delivery, advocating agile software processes. Estimating the cost and schedule of agile software projects is critical at an early phase to establish baseline budgets and to select competitive bidders. The challenge is that common ag-ile sizing measures such as story points and user stories are not practical for early estimation as these are often reported after contract award in DoD. This study provides a set of parametric effort and schedule estimation models for agile projects using a sizing measure that is available before proposal evaluation based on data from 36 DoD agile projects. The results suggest that initial software requirements, defined as the sum of functions and external interfaces, is an effective sizing measure for early estimation of effort and schedule of agile projects. The models’ accuracy improves when application domain groups and peak staff are added as inputs.Approved for public release; distribution is unlimited

Function Point: A Quality Loom for the Effort Assessment of Software Systems

Summary Accurate estimation of software development effort is critical in software engineering. Underestimates lead to time pressures that may compromise full functional development and thorough testing of software. In the existing systems, the effort and cost estimation are more concentrated only on the development of software systems alone and not on the quality coverage. Hence the quality assurance for the effort estimation is proposed in this paper. To assure this quality, the ISO 9126 quality factors are used. For weighing the factors, the function point metric is used as an estimation approach. The classification of software system for which the effort estimation is to be calculated based on the COCOMO model classes. An exhaustive literature survey reveals that attention is not paid to the following for estimating the effort: 1. Function point, 2. COCOMO classes of systems, and 3. ISO9126 quality factors. Thus by combining all the three parts, a new effort estimation method is developed as a research approach

Volume II Acquisition Research Creating Synergy for Informed Change, Thursday 19th Annual Acquisition Research Proceedings

ProceedingsApproved for public release; distribution is unlimited

Improvement and implementation of analog based method for software project cost estimation

Ph.DDOCTOR OF PHILOSOPH