Computing Environments for Statistics

9971814 .拟议研究的目的是提高研究人员、教师和其他统计方法使用者在新问题领域应用统计方法的能力。提出的研究特别涉及探索和发展统计软件设计的新原则，以利用现代计算能力。这项工作探讨了编译和多线程在统计计算中的使用。它考察了不同语言形式的优势，包括图形语言，用于表达统计思想。还探讨了开发有效的动态图形探索系统的原则。拟议研究的目的是提高研究人员、教师和其他统计方法使用者在新问题领域应用统计方法的能力。提出的研究特别涉及探索和发展统计软件设计的新原则，以利用现代计算能力。这项工作探讨了如何建立在计算机科学的新发展，使统计数据分析充分利用计算机硬件的进步所提供的速度和图形功能。本研究中发展的见解和方法将导致数学、工程和其他技术教育领域统计思想的实践和教学的改进。

9971814The objective of the proposed research is to improve the ability of researchers, instructors, and other users of statistical methodology to apply statistical methods in new problem areas. The proposed research is concerned in particular with the exploration and development of new principles for the design of statistical software to take advantage of modern computing power. This work explores the use of compilation and multi-threading in statistical computing. It examines the advantages of different language forms, including graphical languages, for expressing statistical ideas. Principles for developing effective systems for dynamic graphical explorations are also explored.The objective of the proposed research is to improve the ability of researchers, instructors, and other users of statistical methodology to apply statistical methods in new problem areas. The proposed research is concerned in particular with the exploration and development of new principles for the design of statistical software to take advantage of modern computing power. This work examines how to build on new developments in computer science to allow statistical data analysis to take full advantages of the speed and graphics capabilities made available by advances in computer hardware. The insights and methods developed in this research will lead to improvements in the practice and the teaching of statistical ideas within mathematics, engineering, and other areas of technological education.