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| abstract
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large_stringdate 2017-01-02 00:00:00
2023-12-29 00:00:00
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large listlengths 1
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large_stringdate 1994-05-10 00:00:00
2023-12-28 00:00:00
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large_stringdate 2017-01-02 00:00:00
2023-12-29 00:00:00
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0704.3649 | Quantile and Probability Curves Without Crossing | [
"Victor Chernozhukov",
"Ivan Fernandez-Val",
"Alfred Galichon"
] | This paper proposes a method to address the longstanding problem of lack of monotonicity in estimation of conditional and structural quantile functions, also known as the quantile crossing problem. The method consists in sorting or monotone rearranging the original estimated non-monotone curve into a monotone rearranged curve. We show that the rearranged curve is closer to the true quantile curve in finite samples than the original curve, establish a functional delta method for rearrangement-related operators, and derive functional limit theory for the entire rearranged curve and its functionals. We also establish validity of the bootstrap for estimating the limit law of the the entire rearranged curve and its functionals. Our limit results are generic in that they apply to every estimator of a monotone econometric function, provided that the estimator satisfies a functional central limit theorem and the function satisfies some smoothness conditions. Consequently, our results apply to estimation of other econometric functions with monotonicity restrictions, such as demand, production, distribution, and structural distribution functions. We illustrate the results with an application to estimation of structural quantile functions using data on Vietnam veteran status and earnings. | 2017-10-04 | [
"stat.ME",
"econ.EM",
"math.ST",
"stat.TH"
] | 2014-07-15 | 2017-10-04 | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | [
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] |
0704.3686 | Improving Estimates of Monotone Functions by Rearrangement | [
"Victor Chernozhukov",
"Ivan Fernandez-Val",
"Alfred Galichon"
] | Suppose that a target function is monotonic, namely, weakly increasing, and an original estimate of the target function is available, which is not weakly increasing. Many common estimation methods used in statistics produce such estimates. We show that these estimates can always be improved with no harm using rearrangement techniques: The rearrangement methods, univariate and multivariate, transform the original estimate to a monotonic estimate, and the resulting estimate is closer to the true curve in common metrics than the original estimate. We illustrate the results with a computational example and an empirical example dealing with age-height growth charts. | 2017-11-23 | [
"stat.ME",
"econ.EM",
"math.ST",
"stat.TH"
] | 2010-11-03 | 2017-11-23 | null | [
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0706.1688 | Continuation of connecting orbits in 3D-ODEs: (I) Point-to-cycle connections | [
"E. J. Doedel",
"B. W. Kooi",
"Yu. A. Kuznetsov",
"G. A. K. van Voorn"
] | We propose new methods for the numerical continuation of point-to-cycle connecting orbits in 3-dimensional autonomous ODE's using projection boundary conditions. In our approach, the projection boundary conditions near the cycle are formulated using an eigenfunction of the associated adjoint variational equation, avoiding costly and numerically unstable computations of the monodromy matrix. The equations for the eigenfunction are included in the defining boundary-value problem, allowing a straightforward implementation in AUTO, in which only the standard features of the software are employed. Homotopy methods to find connecting orbits are discussed in general and illustrated with several examples, including the Lorenz equations. Complete AUTO demos, which can be easily adapted to any autonomous 3-dimensional ODE system, are freely available. | 2017-12-11 | [
"math.DS",
"math.NA"
] | 2007-12-11 | 2017-12-11 | null | [
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] |
0706.3434 | Separating populations with wide data: A spectral analysis | [
"Avrim Blum",
"Amin Coja-Oghlan",
"Alan Frieze",
"Shuheng Zhou"
] | "In this paper, we consider the problem of partitioning a small data sample drawn from a mixture of (...TRUNCATED) | 2017-11-17 | [
"stat.ML",
"stat.AP"
] | 2009-01-29 | 2017-11-17 | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | [0.07175520062446594,0.011378784663975239,-0.0009112757979892194,-0.00132981245405972,-0.02110308222(...TRUNCATED) | [-0.021685520187020302,0.0035087186843156815,-0.007346648722887039,-0.021492186933755875,0.061040837(...TRUNCATED) |
0708.0169 | Data-driven goodness-of-fit tests | [
"Mikhail Langovoy"
] | "We propose and study a general method for construction of consistent statistical tests on the basis(...TRUNCATED) | 2017-09-22 | [
"math.ST",
"math.PR",
"stat.ME",
"stat.TH"
] | 2017-09-21 | 2017-09-22 | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | [0.04331126809120178,0.005337396636605263,-0.01729431562125683,0.026164989918470383,-0.0347827002406(...TRUNCATED) | [-0.030593032017350197,-0.012145189568400383,-0.0316011980175972,-0.05846979096531868,0.068621009588(...TRUNCATED) |
0708.1627 | Rearranging Edgeworth-Cornish-Fisher Expansions | [
"Victor Chernozhukov",
"Ivan Fernandez-Val",
"Alfred Galichon"
] | "This paper applies a regularization procedure called increasing rearrangement to monotonize Edgewor(...TRUNCATED) | 2017-11-23 | [
"stat.ME",
"econ.EM"
] | 2013-05-31 | 2017-11-23 | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | [0.0555429607629776,-0.06107892468571663,0.01217953022569418,0.038511913269758224,-0.048043947666883(...TRUNCATED) | [-0.02482832409441471,0.03680479899048805,0.008048422634601593,-0.026750003919005394,0.0658895969390(...TRUNCATED) |
0708.2668 | Zone and double zone diagrams in abstract spaces | [
"Daniel Reem",
"Simeon Reich"
] | "A zone diagram is a relatively new concept which was first defined and studied by T. Asano, J. Mato(...TRUNCATED) | 2017-03-06 | [
"math.MG",
"cs.CG",
"math.CO"
] | 2011-07-25 | 2017-03-06 | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | [0.015642784535884857,0.0036386135034263134,0.044905710965394974,0.019638221710920334,-0.06910374015(...TRUNCATED) | [-0.043819598853588104,0.017492875456809998,-0.012145507149398327,0.010319963097572327,0.08483438193(...TRUNCATED) |
0710.3535 | JANUS: an FPGA-based System for High Performance Scientific Computing | ["F. Belletti","M. Cotallo","A. Cruz","L. A. Fernández","A. Gordillo","M. Guidetti","A. Maiorano","(...TRUNCATED) | "This paper describes JANUS, a modular massively parallel and reconfigurable FPGA-based computing sy(...TRUNCATED) | 2017-05-02 | [
"cs.AR"
] | 2008-04-08 | 2017-05-02 | null | [0.01500132866203785,0.014917973428964615,-0.00240030768327415,0.006907476577907801,-0.0159089248627(...TRUNCATED) | [-0.0041755433194339275,-0.02207908034324646,-0.009036611765623093,-0.011417112313210964,0.031541641(...TRUNCATED) |
0710.4516 | The predictability of letters in written english | [
"Thomas Schürmann",
"Peter Grassberger"
] | "We show that the predictability of letters in written English texts depends strongly on their posit(...TRUNCATED) | 2017-04-24 | [
"physics.soc-ph",
"cs.CL",
"stat.ML"
] | 2007-10-26 | 2017-04-24 | null | [0.010847595520317554,-0.02071710303425789,0.011434302665293217,0.03296557068824768,-0.0329505167901(...TRUNCATED) | [0.013217109255492687,-0.03490302711725235,-0.03379880264401436,-0.001837120857089758,0.047794897109(...TRUNCATED) |
0711.3236 | Confidence intervals in regression utilizing prior information | [
"Paul Kabaila",
"Khageswor Giri"
] | "We consider a linear regression model with regression parameter beta=(beta_1,...,beta_p) and indepe(...TRUNCATED) | 2017-10-18 | [
"stat.ME"
] | 2009-03-25 | 2017-10-18 | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | [0.028479507192969322,-0.015227352268993855,-0.0021900860592722893,0.06712781637907028,-0.0298809204(...TRUNCATED) | [-0.013208727352321148,-0.0024006024468690157,-0.03729741647839546,-0.0014610170619562268,0.07231844(...TRUNCATED) |
End of preview. Expand
in Data Studio
An Arxiv Embedding dataset with Embeddings from multiple high performance open-sourced embedding model.
Currently this dataset uses jasper-en-v1 and conan-v1. And Only cs and stat categories are included.
Note that the embedding is extrated from title and asbtract.
This dataset is updated daily according to Arxiv rss. I created this dataset mainly for daily paper classification based on personal interest.
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