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19,012
Robust Tests of Predictive Accuracy
, 2004
"... We propose robust counterparts to tests of equal forecast accuracy such as those proposed by Diebold and Mariano (1995) and West (1996). We illustrate the robustness problem and evaluate the size and the power properties of the classical and robust tests under various types of deviations from model ..."
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We propose robust counterparts to tests of equal forecast accuracy such as those proposed by Diebold and Mariano (1995) and West (1996). We illustrate the robustness problem and evaluate the size and the power properties of the classical and robust tests under various types of deviations from model
Robust wide baseline stereo from maximally stable extremal regions
 In Proc. BMVC
, 2002
"... The widebaseline stereo problem, i.e. the problem of establishing correspondences between a pair of images taken from different viewpoints is studied. A new set of image elements that are put into correspondence, the so called extremal regions, is introduced. Extremal regions possess highly desir ..."
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Cited by 1016 (35 self)
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subset of extremal regions, the maximally stable extremal regions (MSER). A new robust similarity measure for establishing tentative correspondences is proposed. The robustness ensures that invariants from multiple measurement regions (regions obtained by invariant constructions from extremal regions
A Robust Test for Normality ∗
, 2006
"... This paper proposes a simple robust test for normality based on order statistics. The test statistic has the same asymptotic null distribution and is as easy to compute as Jarque and Bera’s (JB) test statistic for normality. We also show that out test is unaffected by parameter estimation error. The ..."
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This paper proposes a simple robust test for normality based on order statistics. The test statistic has the same asymptotic null distribution and is as easy to compute as Jarque and Bera’s (JB) test statistic for normality. We also show that out test is unaffected by parameter estimation error
Robustness testing of the Windows DDK
 In Proceedings of the International Conference on Dependable Systems and Networks
, 2007
"... Modern computers interact with many kinds of external devices, which have lead to a state where device drivers (DD) account for a substantial part of the operating system (OS) code. Currently, most of the systems crashes can be attributed to DD because of flaws contained in their implementation. In ..."
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Cited by 13 (5 self)
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, and that a few of the injected faults cause the system to hang or crash. Moreover, all of them handle bad inputs in a roughly equivalent manner, which is worrisome because it means that no major robustness enhancements are to be expected in the DD architecture of the next Windows Vista. 1
Robust Tests on Fractional Cointegration
"... Cointegration describes the pattern that pairs of time series keep together in long run, although they diverge in short run. A generalisation of this behaviour is the fractional cointegration. Two statistical tests, the M and MLtest are formulated for fractional cointegration in di#erent situati ..."
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Cited by 1 (0 self)
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#erent situations. It turns out that the robust Mtest reaches almost the same power as the maximum likelihood test under certain assumptions. In contrast to this, the power of the Mtest is much higher than that of the MLtest if the examined time series is contaminated following the general replacement model
Statistical Comparisons of Classifiers over Multiple Data Sets
, 2006
"... While methods for comparing two learning algorithms on a single data set have been scrutinized for quite some time already, the issue of statistical tests for comparisons of more algorithms on multiple data sets, which is even more essential to typical machine learning studies, has been all but igno ..."
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Cited by 744 (0 self)
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but ignored. This article reviews the current practice and then theoretically and empirically examines several suitable tests. Based on that, we recommend a set of simple, yet safe and robust nonparametric tests for statistical comparisons of classifiers: the Wilcoxon signed ranks test for comparison of two
Robustness Testing of the Windows DDK*
, 2016
"... Modern computers interact with many kinds of external devices, which have lead to a state where device drivers (DD) account for a substantial part of the operating system (OS) code. Currently, most of the systems crashes can be attributed to DD because of flaws contained in their implementation. In ..."
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, and that a few of the injected faults cause the system to hang or crash. Moreover, all of them handle bad inputs in a roughly equivalent manner, which is worrisome because it means that no major robustness enhancements are to be expected in the DD architecture of the next Windows Vista.
Widearea cooperative storage with CFS
, 2001
"... The Cooperative File System (CFS) is a new peertopeer readonly storage system that provides provable guarantees for the efficiency, robustness, and loadbalance of file storage and retrieval. CFS does this with a completely decentralized architecture that can scale to large systems. CFS servers pr ..."
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Cited by 999 (53 self)
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that CFS is scalable: with 4,096 servers, looking up a block of data involves contacting only seven servers. The tests also demonstrate nearly perfect robustness and unimpaired performance even when as many as half the servers fail.
Results 1  10
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