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Linear-Consistency Testing

Yonatan Aumann, Johan Håstad, Michael O. Rabin, Madhu Sudan
2001 Journal of computer and system sciences (Print)  
doi:10.1006/jcss.2001.1747 fatcat:rvsjxnj7qbg6faathzrvp5wpbq

Linear Consistency Testing [chapter]

Yonatan Aumann, Johan Håstad, Michael O. Rabin, Madhu Sudan
1999 Lecture Notes in Computer Science  
doi:10.1007/978-3-540-48413-4_11 fatcat:6rfspcynkbgarjeaghwja2mjsq

Linear-Complexity Exponentially-Consistent Tests for Universal Outlying Sequence Detection [article]

Yuheng Bu, Shaofeng Zou, Venugopal V. Veeravalli
2017 arXiv   pre-print
In this paper, a class of tests based on distribution clustering is proposed. These tests are shown to be exponentially consistent with linear time complexity in M.  ...  Numerical results demonstrate that our clustering-based tests achieve similar performance to existing tests, while being considerably more computationally efficient.  ...  We construct clustering-based tests that are exponentially consistent and have time complexity that is linear in M for various scenarios.  ... 
arXiv:1701.06084v4 fatcat:fqlvqe55jfbxdkh3x2zqf5hapu

Asymptotically Uniform Tests After Consistent Model Selection in the Linear Regression Model*

Adam McCloskey
2019 Figshare  
general linear regression model.  ...  This paper specializes the critical value methods, that are based upon (refinements of) Bonferroni bounds, introduced by McCloskey (2017) to a problem of inference after consistent model selection in a  ...  We consider the one-sided version of the testing problem to simplify notation though completely analogous results hold for the two-sided problem.  ... 
doi:10.6084/m9.figshare.7965179.v1 fatcat:of3jipo33rfebdnue3azlmat2q

A projection-based consistent test incorporating dimension-reduction in partial linear models

Zhihua Sun, Feifei Chen, Hua Liang, David Ruppert
2021 Statistica sinica  
The test is shown to be consistent and can detect Pitman local alternative hypothetical models.  ...  We propose a projection-based test to check partially linear models.  ...  Therefore it has asymptotic power 1 and is consistent.  ... 
doi:10.5705/ss.202019.0238 fatcat:nssvb3znl5apzny3o65zmgrkja

Beyond consistency test of gravity with redshift-space distortions at quasilinear scales

Atsushi Taruya, Kazuya Koyama, Takashi Hiramatsu, Akira Oka
2014 Physical Review D  
distortions (RSD) offer an attractive method to measure the growth of cosmic structure on large scales, and combining with the measurement of the cosmic expansion history, it can be used as cosmological tests  ...  With the advent of future galaxy redshift surveys aiming at precisely measuring the RSD, an accurate modeling of RSD going beyond linear theory is a critical issue in order to detect or disprove small  ...  Thus, the observational constraints derived from the PT-based template can be only used as a consistency test with GR, and a care must be taken in addressing the constraint on a specific model of modified  ... 
doi:10.1103/physrevd.89.043509 fatcat:g3sygnmf6rdb3mnufe66u37gky

Statistical test for consistent estimation of causal effects in linear non-Gaussian models

Doris Entner, Patrik O. Hoyer, Peter Spirtes
2012 Journal of machine learning research  
In this paper we introduce such a method for linear non-Gaussian models, requiring only partial knowledge about the temporal ordering of the variables: We provide a simple statistical test for inferring  ...  We show empirically that this statistical test identifies consistent vs inconsistent estimates, and that the search heuristics outperform the naïve approach of adjusting for all observed covariates.  ...  tests can be used to search for a set likely to yield a consistent estimator.  ... 
dblp:journals/jmlr/EntnerHS12 fatcat:zezjwnvvfjawpmrau3l7tzbpte

Modeling intra- and intermolecular correlations for linear and branched polymers using a modified test-chain self-consistent field theory

Renfeng Hu, David T. Wu, Dapeng Wang
2017 Physical review. E  
A modified test-chain self-consistent field theory (SCFT) is presented to study the intra-and intermolecular correlations of linear and branched polymers in various solutions and melts.  ...  The test-chain SCFT calculations show good agreement with experiments and classic polymer theories.  ...  In this paper, a test-chain self-consistent field theory algorithm is presented to study the conformations of linear and branched polymers in solutions and and melts.  ... 
doi:10.1103/physreve.95.042502 pmid:28505798 fatcat:3yhdo273yzhbzkhf3cjq56cizu

Test of the consistency of various linearized semiclassical initial value time correlation functions in application to inelastic neutron scattering from liquid para-hydrogen

Jian Liu, William H. Miller
2008 Journal of Chemical Physics  
The consistency of the results obtained with the various time correlation functions thus provides a useful test of the accuracy of the LSC-IVR approximation and its ability to treat correlation functions  ...  Some of the correlation functions involve only linear operators, and others involve non-linear operators.  ...  (both the linear and the nonlinear operators) fairly consistently.  ... 
doi:10.1063/1.2889945 pmid:18412463 fatcat:mxue3jvorng33idp4wm6q5bcwe

On the Linear Consistency Test (LCT) in Cryptanalysis with Applications [chapter]

Kencheng Zeng, C. H. Yang, T. R. N. Rao
Advances in Cryptology — CRYPTO' 89 Proceedings  
In this paper, we &vc at jut a precise estimation for the consistency probabiL&y of a system of linear algebraic equutions Ax -b with random m xn coefficient mat& A, m > n, and fixed non-zero r&h side  ...  Some security remark concerning the pe&ect linear cipher of the latter authors are also made. Linearity is the curse of the cryptographer -J. Massey -* This rcsearch is supported by  ...  On the basis of this theorem, we set up a new cryptanalytic test, called the linear consistency test (LCT), and apply it to disclose the key information redundancy in several random bit generators published  ... 
doi:10.1007/0-387-34805-0_16 dblp:conf/crypto/ZengYR89 fatcat:he4pzi7yh5dhznsmzhxcp4ibgy

Bayesian testing of linear versus nonlinear effects using Gaussian process priors [article]

Joris Mulder
2021 arXiv   pre-print
Moreover a Bayes factor is proposed for one-sided testing of whether the nonlinear effect is consistently positive, consistently negative, or neither.  ...  A Bayes factor is proposed for testing whether the effect of a key predictor variable on the dependent variable is linear or nonlinear, possibly while controlling for certain covariates.  ...  Next we computed the Bayes factors for testing whether the relationships are consistently increasing, consistently decreasing, or neither.  ... 
arXiv:2109.07166v1 fatcat:s4istbjbdramtam67xosh7etf4

Pulp property development Part I: Interlacing under-sampled pulp properties and TMP process data using piece-wise linear functions

Karlstrom
2015 Nordic Pulp & Paper Research Journal  
The undersampled data set consisted of 63 laboratory samples obtained at a Swedish TMP mill, which were tested for tensile index, mean fiber length and Somerville shives content.  ...  The data set was expanded using a piece-wise linear approach.  ...  Control Part II: Test procedures for describing dynamics in TMP refining processes. Nord. Pulp Paper Res. J. 29(4), 653-662. Lama I., Perrier M. and Stuart P.  ... 
doi:10.3183/npprj-2015-30-04-p599-608 fatcat:7am7pum5wvftlclc2bcfaxnggq

Page 19 of Educational and Psychological Measurement Vol. 64, Issue 1 [page]

2004 Educational and Psychological Measurement  
Linear parallel-forms test, multistage test, and computer adaptive test; passing score = 0.0; item bank size = 240. DC = decision consistency; K = kappa; DA = decision accuracy.  ...  XING AND HAMBLETON Table 4 Decision Accuracy and Decision Consistency Poor Item Bank Original Item Bank Improved Item Bank DC K DA DC K DA DC K DA Linear parallel- forms test 0.830 0.661 0.885 0.868 0.735  ... 

On Surrogate Data Testing for Linearity based on the Periodogram [article]

J. Timmer
1995 arXiv   pre-print
Tests based on the periodogram have been proposed to decide if linear systems driven by Gaussian noise could have generated a sample time series.  ...  Based on the theory of linear systems we suggest an alternative procedure to obtain the correct distribution of the test statistic and discuss problems of this approach.  ...  For linear Gaussian processes it should be zero and the consistency with zero can be tested.  ... 
arXiv:comp-gas/9509003v1 fatcat:ujugdfceb5b6tod3pd2frll3me

Experimental study of condensing steam flow in nozzles and linear blade cascade

Sławomir Dykas, Mirosław Majkut, Michał Strozik, Krystian Smołka
2015 International Journal of Heat and Mass Transfer  
For the tests the geometry of the half arc nozzles were used. The linear cascade consists of the stator blades of the last stage low pressure steam turbine.  ...  The applied linear cascade consists of four stator blades of the last LP stage, it means that the flow through three full blade-to-blade channels were investigated.  ...  For the tests the geometry of the half arc nozzles were used. The linear cascade consists of the stator blades of the last stage low pressure steam turbine.  ... 
doi:10.1016/j.ijheatmasstransfer.2014.09.010 fatcat:q2klde3f2fdafm7ne5edd2gmcq
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