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Statistical Estimation and Hypothesis Testing on Impulse Response Function.

• Authors : Rozora, Iryna^1,2 ; Melnyk, Anastasiia¹

• Source: Austrian Journal of Statistics / Österreichische Zeitschrift für Statistik. 2025, Vol. 54, p200-213. 14p.

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Evidential Analysis: An Alternative to Hypothesis Testing in Normal Linear Models.

• Authors : Dennis, Brian^1,2 (AUTHOR) ; Taper, Mark L.³ (AUTHOR) ; Ponciano, José M.⁴ (AUTHOR)

• Source: Entropy. Nov2024, Vol. 26 Issue 11, p964. 24p.

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Certifying Macroscopic Quantum Mechanics via Hypothesis Testing with Finite Data

• Authors : Riera-Campeny, Andreu; Maurer, Patrick; Romero-Isart, Oriol

Subjects: Quantum Physics

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The Sample Complexity of Distributed Simple Binary Hypothesis Testing under Information Constraints

• Authors : Kazemi, Hadi; Pensia, Ankit; Jog, Varun

Subjects: Information Theory; Statistics Theory; Machine Learning

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Statistical Hypothesis Testing for Auditing Robustness in Language Models

• Authors : Rauba, Paulius; Wei, Qiyao; van der Schaar, Mihaela

Subjects: Computer Science - Computation and Language

• Source: Forty-second International Conference on Machine Learning. ICML 2025

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Hypothesis Testing in Imaging Inverse Problems

• Authors : Xi, Yiming; Zygalakis, Konstantinos; Pereyra, Marcelo

Subjects: Statistics - Machine Learning; Computer Science - Machine Learning

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Diffusion-Based Hypothesis Testing and Change-Point Detection

• Authors : Moushegian, Sean; Banerjee, Taposh; Tarokh, Vahid

Subjects: Machine Learning

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Hypothesis Testing for Quantifying LLM-Human Misalignment in Multiple Choice Settings

• Authors : Hong, Harbin; Caldas, Sebastian; Leqi, Liu

Subjects: Computers and Society; Computation and Language; Machine Learning

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Size-adaptive Hypothesis Testing for Fairness

• Authors : Ferrara, Antonio; Cozzi, Francesco; Perotti, Alan

Subjects: Computer Science - Machine Learning; Computer Science - Artificial Intelligence; Computer Science - Computers and Society

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A Generalized Graph Signal Processing Framework for Multiple Hypothesis Testing over Networks

• Authors : Jian, Xingchao; Gölz, Martin; Ji, Feng

Subjects: Electrical Engineering and Systems Science - Signal Processing; Computer Science - Information Theory

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