大卫-多诺霍 统计学家

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David Donoho
Statistician | Class of 1991
Title
Statistician
Location
Stanford, California
Age
34 at time of award
Area of Focus
Mathematics, Statistics, and Probability
Published July 1, 1991
ABOUT DAVID'S WORK
David Donoho is a statistician whose work ranges from statistical computing to classical mathematical analysis.

His theoretical work includes the nonlinear recovery of signals despite massively incomplete data; recovery of curves from noisy statistical data in a theoretically optimum manner; and robust methods for treating severely contaminated high-dimensional data.  Underlying this work is mathematics ranging from inequalities in the theory of entire functions to geometric properties of high-dimensional convex sets.  Donoho has interests in large-scale statistical applications, particularly signal analysis in geophysical and medical problems.  In presenting his findings, Donoho not only describes the intellectual underpinnings for his results, he also makes software available for others to learn from and expand his research.  For example, he was a designer of MacSpin, a package that visualizes statistical data as rotating, three-dimensional point clouds; Donoho also coordinated the development of mathematical software tools that expand on his initial work in wavelet theory.

BIOGRAPHY
He is the Anne T. and Robert M. Bass Professor of Humanities and Sciences and a professor in the Department of Statistics at Stanford University.

Donoho received an A.B. (1978) from Princeton University and a Ph.D. (1984) from Harvard University.

Last updated January 1, 2005



大卫-多诺霍
统计学家 | 1991级
职称
统计学家
工作地点
斯坦福, 加州
年龄
获奖时34岁
重点领域
数学、统计和概率
发表于1991年7月1日
关于大卫的工作
大卫-多诺霍是一位统计学家，他的工作范围从统计计算到经典的数学分析。

他的理论工作包括：尽管有大量不完整的数据，但仍能对信号进行非线性恢复；以理论上最佳的方式从噪声统计数据中恢复曲线；以及处理严重污染的高维数据的稳健方法。 这项工作的基础是数学，从整个函数理论的不等式到高维凸集的几何特性。 多诺霍对大规模统计应用感兴趣，特别是地球物理和医疗问题的信号分析。 在介绍他的研究结果时，多诺霍不仅描述了他的成果的智力基础，他还提供软件供其他人学习和扩展他的研究。 例如，他是MacSpin的设计者，这是一个将统计数据可视化为旋转的三维点云的软件包；多诺霍还协调了数学软件工具的开发，这些工具扩展了他在小波理论方面的最初工作。

个人简历
他是斯坦福大学Anne T. and Robert M. Bass人文与科学教授和统计系教授。

多诺霍获得普林斯顿大学的学士学位（1978年）和哈佛大学的博士学位（1984年）。

最后更新于2005年1月1日