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Note on the Equivalence of Orthogonalizing EM and Proximal Gradient Descent. 关于正交化EM与近端梯度下降的等价性的注记。
IF 2.3 3区 工程技术 Q1 STATISTICS & PROBABILITY
Technometrics
Pub Date : 2025-01-01 Epub Date: 2024-12-23 DOI: 10.1080/00401706.2024.2430204
James Yang, Trevor Hastie

Xiong et al. (2016) develop a method called orthogonalizing EM (OEM) to solve penalized regression problems for tall data. While OEM is developed in the context of the EM algorithm, we show that it is, in fact, an instance of proximal gradient descent, a popular first-order convex optimization algorithm.

Xiong等人（2016）开发了一种称为正交化EM （OEM）的方法来解决高数据的惩罚回归问题。虽然OEM是在EM算法的背景下开发的，但我们表明它实际上是近端梯度下降的一个实例，这是一种流行的一阶凸优化算法。
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引用次数: 0
Bayesian sequential design of computer experiments for quantile set inversion 用于量子集合反演的计算机实验的贝叶斯序列设计
IF 2.5 3区 工程技术 Q1 STATISTICS & PROBABILITY
Technometrics
Pub Date : 2024-08-23 DOI: 10.1080/00401706.2024.2394475
Romain Ait Abdelmalek-Lomenech, Julien Bect, Vincent Chabridon, Emmanuel Vazquez
We consider an unknown multivariate function representing a system—such as a complex numerical simulator—taking both deterministic and uncertain inputs. Our objective is to estimate the set of dete...
我们考虑的是一个未知的多元函数，它代表了一个同时接受确定性和不确定性输入的系统，例如一个复杂的数值模拟器。我们的目标是估算出一组确定和不确定的输入。
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引用次数: 0
Statistical Modeling of Occupant Behavior 乘员行为统计建模
IF 2.5 3区 工程技术 Q1 STATISTICS & PROBABILITY
Technometrics
Pub Date : 2024-08-07 DOI: 10.1080/00401706.2024.2374186
Stan Lipovetsky
Published in Technometrics (Vol. 66, No. 3, 2024)
发表于《技术计量学》（第 66 卷第 3 期，2024 年）
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引用次数: 0
Applied Machine Learning Using mlr3 in R 在 R 中使用 mlr3 进行应用机器学习
IF 2.5 3区 工程技术 Q1 STATISTICS & PROBABILITY
Technometrics
Pub Date : 2024-08-07 DOI: 10.1080/00401706.2024.2374183
Stan Lipovetsky
Published in Technometrics (Vol. 66, No. 3, 2024)
发表于《技术计量学》（第 66 卷第 3 期，2024 年）
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引用次数: 0
The Planetary Atom: A Fictional Account of George Adolphus Schott, the Forgotten Physicist 行星原子被遗忘的物理学家乔治-阿道夫-肖特的虚构故事
IF 2.5 3区 工程技术 Q1 STATISTICS & PROBABILITY
Technometrics
Pub Date : 2024-08-07 DOI: 10.1080/00401706.2024.2374189
Stan Lipovetsky
Published in Technometrics (Vol. 66, No. 3, 2024)
发表于《技术计量学》（第 66 卷第 3 期，2024 年）
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引用次数: 0
Data Science and Machine Learning for Non-Programmers Using SAS Enterprise Miner, 1st ed. 非程序员使用 SAS Enterprise Miner 进行数据科学和机器学习》，第 1 版。
IF 2.5 3区 工程技术 Q1 STATISTICS & PROBABILITY
Technometrics
Pub Date : 2024-08-07 DOI: 10.1080/00401706.2024.2374190
Egi Rahmansyah, Nur Hidayah, Megawati Zein Waliulu, Hawinda Restu Putri
Published in Technometrics (Vol. 66, No. 3, 2024)
发表于《技术计量学》（第 66 卷第 3 期，2024 年）
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引用次数: 0
Statistical Inference Based on Kernel Distribution Function Estimators 基于核分布函数估计器的统计推断
IF 2.5 3区 工程技术 Q1 STATISTICS & PROBABILITY
Technometrics
Pub Date : 2024-08-07 DOI: 10.1080/00401706.2024.2374184
Sukardi, Puji Lestari
Published in Technometrics (Vol. 66, No. 3, 2024)
发表于《技术计量学》（第 66 卷第 3 期，2024 年）
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引用次数: 0
Molecular Networking Statistical Mechanics in the Age of AI and Machine Learning 人工智能和机器学习时代的分子网络统计力学
IF 2.5 3区 工程技术 Q1 STATISTICS & PROBABILITY
Technometrics
Pub Date : 2024-08-07 DOI: 10.1080/00401706.2024.2374188
Zulfaidil, La Ode Muhamad Iqbal, Riani Utami, Sri Redjeki Pudjaprasetya, Warsoma Djohan
Published in Technometrics (Vol. 66, No. 3, 2024)
发表于《技术计量学》（第 66 卷第 3 期，2024 年）
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引用次数: 0
A Course in the Large Sample Theory of Statistical Inference 统计推断的大样本理论课程
IF 2.5 3区 工程技术 Q1 STATISTICS & PROBABILITY
Technometrics
Pub Date : 2024-08-07 DOI: 10.1080/00401706.2024.2374182
David J. Olive
Published in Technometrics (Vol. 66, No. 3, 2024)
发表于《技术计量学》（第 66 卷第 3 期，2024 年）
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引用次数: 0
Computational and Analytic Methods in Biological Sciences, 1st ed. 生物科学中的计算和分析方法》，第 1 版。
IF 2.5 3区 工程技术 Q1 STATISTICS & PROBABILITY
Technometrics
Pub Date : 2024-08-07 DOI: 10.1080/00401706.2024.2374187
Manap Trianto
Published in Technometrics (Vol. 66, No. 3, 2024)
发表于《技术计量学》（第 66 卷第 3 期，2024 年）
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引用次数: 0
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