Jiashun Jin, Ph.D. - Publications

Affiliations: 
2003 Stanford University, Palo Alto, CA 
Area:
Statistics

25 high-probability publications. We are testing a new system for linking publications to authors. You can help! If you notice any inaccuracies, please sign in and mark papers as correct or incorrect matches. If you identify any major omissions or other inaccuracies in the publication list, please let us know.

Year Citation  Score
2020 Zhang H, Jin J, Wu Z. Distributions and Power of Optimal Signal-Detection Statistics in Finite Case Ieee Transactions On Signal Processing. 68: 1021-1033. DOI: 10.1109/Tsp.2020.2967179  0.38
2016 Huang S, Jin J, Yao Z. Partial correlation screening for estimating large precision matrices, with applications to classification Annals of Statistics. 44: 2018-2057. DOI: 10.1214/15-Aos1392  0.342
2016 Ji P, Jin J. Coauthorship and citation networks for statisticians The Annals of Applied Statistics. 10: 1779-1812. DOI: 10.1214/15-Aoas896  0.307
2015 Donoho DL, Jin J. Higher Criticism for Large-Scale Inference, Especially for Rare and Weak Effects Statistical Science. 30: 1-25. DOI: 10.1214/14-Sts506  0.603
2014 Ke BT, Jin J, Fan J. COVARIANCE ASSISTED SCREENING AND ESTIMATION. Annals of Statistics. 42: 2202-2242. PMID 25541567 DOI: 10.1214/14-Aos1243  0.494
2014 Hall P, Jin J, Miller H. Feature selection when there are many influential features Bernoulli. 20: 1647-1671. DOI: 10.3150/13-Bej536  0.359
2013 Fan Y, Jin J, Yao Z. Optimal Classification In Sparse Gaussian Graphic Model Annals of Statistics. 41: 2537-2571. DOI: 10.1214/13-Aos1163  0.421
2012 Ji P, Jin J. UPS delivers optimal phase diagram in high-dimensional variable selection Annals of Statistics. 40: 73-103. DOI: 10.1214/11-Aos947  0.375
2011 Cai TT, Jeng XJ, Jin J. Optimal detection of heterogeneous and heteroscedastic mixtures Journal of the Royal Statistical Society Series B-Statistical Methodology. 73: 629-662. DOI: 10.1111/J.1467-9868.2011.00778.X  0.358
2011 Delaigle A, Hall P, Jin J. Robustness and accuracy of methods for high dimensional data analysis based on Student's t‐statistic Journal of the Royal Statistical Society Series B-Statistical Methodology. 73: 283-301. DOI: 10.1111/J.1467-9868.2010.00761.X  0.352
2010 Hall P, Jin J. Innovated Higher Criticism for Detecting Sparse Signals in Correlated Noise Annals of Statistics. 38: 1686-1732. DOI: 10.1214/09-Aos764  0.316
2010 Cai T, Jin J. Optimal rates of convergence for estimating the null density and proportion of nonnull effects in large-scale multiple testing Annals of Statistics. 38: 100-145. DOI: 10.1214/09-Aos696  0.315
2010 Jin J, Kadane JB, Sarkar A. Large partial random permutations of conditionally convergent series Stochastics. 82: 427-443. DOI: 10.1080/17442500903231115  0.33
2009 Donoho D, Jin J. Feature selection by higher criticism thresholding achieves the optimal phase diagram. Philosophical Transactions. Series a, Mathematical, Physical, and Engineering Sciences. 367: 4449-70. PMID 19805453 DOI: 10.1098/Rsta.2009.0129  0.592
2009 Jin J. Impossibility of successful classification when useful features are rare and weak. Proceedings of the National Academy of Sciences of the United States of America. 106: 8859-64. PMID 19447927 DOI: 10.1073/Pnas.0903931106  0.333
2008 Donoho D, Jin J. Higher criticism thresholding: Optimal feature selection when useful features are rare and weak. Proceedings of the National Academy of Sciences of the United States of America. 105: 14790-5. PMID 18815365 DOI: 10.1073/Pnas.0807471105  0.578
2008 Hall P, Jin J. Properties Of Higher Criticism Under Strong Dependence Annals of Statistics. 36: 381-402. DOI: 10.1214/009053607000000767  0.389
2008 Jin J. Proportion of non-zero normal means: Universal oracle equivalences and uniformly consistent estimators Journal of the Royal Statistical Society. Series B: Statistical Methodology. 70: 461-493. DOI: 10.1111/J.1467-9868.2007.00645.X  0.375
2007 Cai TT, Jin J, Low MG. Estimation and Confidence Sets for Sparse Normal Mixtures Annals of Statistics. 35: 2421-2449. DOI: 10.1214/009053607000000334  0.383
2007 Jin J, Cai TT. Estimating the Null and the Proportion of Nonnull Effects in Large-Scale Multiple Comparisons Journal of the American Statistical Association. 102: 495-506. DOI: 10.1198/016214507000000167  0.318
2007 Cruz M, Cayón L, Martínez-González E, Vielva P, Jin J. The Non-Gaussian Cold Spot in the 3 Year Wilkinson Microwave Anisotropy Probe Data The Astrophysical Journal. 655: 11-20. DOI: 10.1086/509703  0.362
2006 Cayón L, Banday AJ, Jaffe T, Eriksen HK, Hansen FK, Gorski KM, Jin J. No Higher Criticism of the Bianchi-corrected Wilkinson Microwave Anisotropy Probe data Monthly Notices of the Royal Astronomical Society. 369: 598-602. DOI: 10.1111/J.1365-2966.2006.10381.X  0.327
2005 Jin J, Starck JL, Donoho DL, Aghanim N, Forni O. Cosmological non-Gaussian signature detection: Comparing performance of different statistical tests Eurasip Journal On Applied Signal Processing. 2005: 2470-2485. DOI: 10.1155/Asp.2005.2470  0.555
2005 Cayon L, Jin J, Treaster A. Higher Criticism statistic: detecting and identifying non-Gaussianity in the WMAP first-year data Monthly Notices of the Royal Astronomical Society. 362: 826-832. DOI: 10.1111/J.1365-2966.2005.09277.X  0.373
2004 Donoho D, Jin J. Higher criticism for detecting sparse heterogeneous mixtures Annals of Statistics. 32: 962-994. DOI: 10.1214/009053604000000265  0.554
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