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| Software Engineering Standards Committee of the IEEE Computer SociCODE: OS | ||||
| Springer | ||||
| 2005 | ||||
| English | ||||
| 317 pages | ||||
| 5.97 MB | ||||
[tab] [content title="description"]Many books cover the topic of computational statistics, but until now, none have effectively guided readers on how to write quality programs. This book equips statisticians, biostatisticians, and methodologically-focused researchers with the essential tools to create high-quality statistical software. Key topics include: - Programming in Fortran 95 using a pseudo object-oriented approach - Writing accurate and efficient computational procedures - Creating console applications - Building dynamic-link libraries (DLLs) and Windows-based software components - Developing graphical user interfaces (GUIs) Through comprehensive examples, readers learn how to invoke Fortran procedures from popular software packages like Excel, SAS, SPSS, S-PLUS, R, and MATLAB. The book also includes a tutorial on designing GUIs for Fortran code using Visual Basic.NET. This resource is ideal for those eager to quickly and effectively create statistical applications. While prior experience with programming languages such as Basic, Fortran, or C is beneficial, it is not a requirement. More seasoned programmers will discover new strategies to leverage the capabilities of modern Fortran and the object-oriented paradigm. The book could also serve as a supplementary text in graduate courses on statistical computing. **From the Reviews:** "This book is essential for statisticians, engineers, and scientists looking to implement algorithms as computer programs. It is the best introduction to programming I have encountered, and I consider it a key reference in my personal library." — Melvin J. Hinich for Technometrics, November 2006 "Overall, this well-written book offers a solid introduction to modern Fortran for statistical computation. Its primary focus on building COM interfaces with Fortran will be particularly useful for those needing to create such interfaces." — Journal of the American Statistical Association, June 2006 "The book is coherent, well-organized into chapters and sections, and serves as a valuable resource for individuals familiar with some version of Fortran who wish to learn about the advancements in Fortran 95." — Robert Gentleman for the Journal of Statistical Software, December 2006 [/content] [content title="Content"] [/content] [content title="Author(s)"]The Software Engineering Standards Committee of the IEEE Computer Society (IEEE CS) is a key group responsible for establishing and promoting standards in software engineering practices. This committee focuses on ensuring that software engineering methodologies, tools, and processes are effective, efficient, and adaptable to the rapidly evolving technology landscape. The authors of the book **Developing Statistical Software in Fortran 95** are likely involved with this committee, reflecting their commitment to upholding high standards in software development. Their expertise encompasses best practices in programming, software design, and the application of statistical methods, particularly in the context of Fortran 95. By contributing to this book, they aim to provide a comprehensive resource that not only teaches the technical skills necessary for developing statistical software but also aligns with the standards set forth by the IEEE CS, promoting quality and reliability in software engineering within the field of statistics. [/content] [/tab]
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