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As a convention, p-value is often computed in frequentist hypothesis testing and compared with the nominal significance level of 0.05 to determine whether or not to reject the null hypothesis. The smaller the p-value, the more significant…

Methodology · Statistics 2020-02-25 Haolun Shi , Guosheng Yin

Given a composite null hypothesis H, test supermartingales are non-negative supermartingales with respect to H with initial value 1. Large values of test supermartingales provide evidence against H. As a result, test supermartingales are an…

Statistics Theory · Mathematics 2020-03-27 Peter Wills , Emanuel Knill , Kevin Coakley , Yanbao Zhang

A/B tests are typically analyzed via frequentist p-values and confidence intervals; but these inferences are wholly unreliable if users endogenously choose samples sizes by *continuously monitoring* their tests. We define *always valid*…

Statistics Theory · Mathematics 2019-07-18 Ramesh Johari , Leo Pekelis , David J. Walsh

Solid experimental evidence has now been obtained that confirms the violation of Bell's inequality in tests of maximally entangled qubit pairs. This violation is widely interpreted as definitive proof of the impossibility of describing…

Quantum Physics · Physics 2025-10-20 David H. Oaknin

Quantum correlations that violate the Bell inequality cannot be explained by any (measurement independent) local hidden variable theory. However, the violation only implies incompatibility of the underlying assumptions of reality, locality,…

Quantum Physics · Physics 2024-12-30 Gen Kimura , Yugo Susuki , Kei Morisue

The customary use of P-values in scientific research has been attacked as being ill-conceived, and the utility of P-values has been derided. This paper reviews common misconceptions about P-values and their alleged deficits as indices of…

Methodology · Statistics 2013-11-04 Michael J. Lew

A Bell test is a randomized trial that compares experimental observations against the philosophical worldview of local realism. A Bell test requires spatially distributed entanglement, fast and high-efficiency detection and unpredictable…

Quantum Physics · Physics 2018-11-12 The BIG Bell Test Collaboration , C. Abellán , A. Acín , A. Alarcón , O. Alibart , C. K. Andersen , F. Andreoli , A. Beckert , F. A. Beduini , A. Bendersky , M. Bentivegna , P. Bierhorst , D. Burchardt , A. Cabello , J. Cariñe , S. Carrasco , G. Carvacho , D. Cavalcanti , R. Chaves , J. Cortés-Vega , A. Cuevas , A. Delgado , H. de Riedmatten , C. Eichler , P. Farrera , J. Fuenzalida , M. García-Matos , R. Garthoff , S. Gasparinetti , T. Gerrits , F. Ghafari Jouneghani , S. Glancy , E. S. Gómez , P. González , J. -Y. Guan , J. Handsteiner , J. Heinsoo , G. Heinze , A. Hirschmann , O. Jiménez , F. Kaiser , E. Knill , L. T. Knoll , S. Krinner , P. Kurpiers , M. A. Larotonda , J. -Å. Larsson , A. Lenhard , H. Li , M. -H. Li , G. Lima , B. Liu , Y. Liu , I. H. López Grande , T. Lunghi , X. Ma , O. S. Magaña-Loaiza , P. Magnard , A. Magnoni , M. Martí-Prieto , D. Martínez , P. Mataloni , A. Mattar , M. Mazzera , R. P. Mirin , M. W. Mitchell , S. Nam , M. Oppliger , J. -W. Pan , R. B. Patel , G. J. Pryde , D. Rauch , K. Redeker , D. Rieländer , M. Ringbauer , T. Roberson , W. Rosenfeld , Y. Salathé , L. Santodonato , G. Sauder , T. Scheidl , C. T. Schmiegelow , F. Sciarrino , A. Seri , L. K. Shalm , S. -C. Shi , S. Slussarenko , M. J. Stevens , S. Tanzilli , F. Toledo , J. Tura , R. Ursin , P. Vergyris , V. B. Verma , T. Walter , A. Wallraff , Z. Wang , H. Weinfurter , M. M. Weston , A. G. White , C. Wu , G. B. Xavier , L. You , X. Yuan , A. Zeilinger , Q. Zhang , W. Zhang , J. Zhong

Bell inequality violation is one of the most widely known manifestations of entanglement in quantum mechanics; indicating that experiments on physically separated quantum mechanical systems cannot be given a local realistic description.…

Quantum Physics · Physics 2007-05-23 Yeong-Cherng Liang , Andrew C. Doherty

A time-reversal Bell test protocol is proposed. The quantum states are prepared by faraway separated partners and transferred to the third partner who carries out Bell basis measurement on them to post-select the Einstein-Podolsky-Rosen…

Quantum Physics · Physics 2015-07-01 Yong-gang Tan

In a recent opinion article, Muff et al. recapitulate well-known objections to the Neyman-Pearson Null-Hypothesis Significance Testing (NHST) framework and call for reforming our practices in statistical reporting. We agree with them on…

Quantitative Methods · Quantitative Biology 2022-05-30 Florian Hartig , Frédéric Barraquand

Nonlocality lies at the core of quantum mechanics from both a fundamental and applicative point of view. It is typically revealed by a Bell test, that is by violation of a Bell inequality, whose success depends both on the state of the…

Quantum Physics · Physics 2010-10-04 Bruno Bellomo , Rosario Lo Franco , Giuseppe Compagno

Recently, a group of experiments tested local realism with random choices prepared by humans. These various tests were subject to additional assumptions, which lead to loopholes in the interpretations of almost all of the experiments. Among…

Quantum Physics · Physics 2020-09-08 Stanisław Sołtan , Dawid Dopierała , Adam Bednorz

A Bell inequality is a fundamental test to rule out local hidden variable model descriptions of correlations between two physically separated systems. There have been a number of experiments in which a Bell inequality has been violated…

To reproduce in a local hidden variables theory correlations that violate Bell inequalities, communication must occur between the parties. We show that the amount of violation of a Bell inequality imposes a lower bound on the average…

Quantum Physics · Physics 2007-10-22 Stefano Pironio

The Hardy test of nonlocality can be seen as a particular case of the Bell tests based on the Clauser-Horne (CH) inequality. Here we stress this connection when we analyze the relation between the CH-inequality violation, its threshold…

Quantum Physics · Physics 2015-06-03 G. Lima , E. B. Inostroza , R. O. Vianna , J. -Å. Larsson , C. Saavedra

The number of steps required in order to maximize a Bell inequality for arbitrary number of qubits is shown to grow exponentially with either the number of steps and the number of parties involved. The proof that the optimization of such…

Quantum Physics · Physics 2015-03-03 J. Batle , C. H. Raymond Ooi

Violation of Bell inequalities is an essential requirement for many quantum information and communication protocols. In high-dimensional systems, Bell inequality tests face the challenge of implementing genuinely multi-outcome measurements,…

We consider typical experiments that use Bell-inequalities to test local-realist theories of quantum mechanics and gain insight into how certain results can be obtained. We see that results against local-realism arise from some `quantum…

Quantum Physics · Physics 2017-08-29 Dale Hodgson

Bell inequalities rely on an assumption that the probabilities of adopting configurations of hidden variables describing a system prior to measurement are independent of the choice of measured physical property, also known as measurement…

Quantum Physics · Physics 2025-09-05 Sophia M. Walls , Ian J. Ford

Any Bell test consists of a sequence of measurements on a quantum state in space-like separated regions. Thus, a state is better than others for a Bell test when, for the optimal measurements and the same number of trials, the probability…

Quantum Physics · Physics 2009-11-11 Antonio Acin , Richard Gill , Nicolas Gisin
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