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We consider large-scale studies in which thousands of significance tests are performed simultaneously.
[author] Fisher, Ronald AylmerR. A. (1935). The design of experiments. Oliver & Boyd
1935
Earlier work this paper cites.
Anderson, T. W
1956
Earlier work this paper cites.
[author] Kish, LeslieL. (1959). Some statistical problems in research design. American Sociological Review 24 328–338
1959
Earlier work this paper cites.
[author] Chandrasekaran, VenkatV., Parrilo, Pablo A.P. A. and Willsky, Alan S.A. S. (2012). Latent variable graphical model selection via convex optimization. Ann. Statist. 40 1935–1967. 10.1214/11-AOS949
1967
Earlier work this paper cites.
1987
Earlier work this paper cites.
[author] Bollen, Kenneth AK. A. (1989). Structural equations with latent variables. John Wiley & Sons
1989
Earlier work this paper cites.
[author] Benjamini, YoavY. and Hochberg, YosefY. (1995). Controlling the false discovery rate: a practical and powerful approach to multiple testing. Journal of the Royal Statistical Society. Series B (Methodological) 51 289–300
1995
Earlier work this paper cites.
[author] Greenland, SanderS., Robins, James MJ. M. and Pearl, JudeaJ. (1999). Confounding and collapsibility in causal inference. Statistical Science 14 29–46
1999
Earlier work this paper cites.
[author] Alter, OrlyO., Brown, Patrick OP. O. and Botstein, DavidD. (2000). Singular value decomposition for genome-wide expression data processing and modeling. Proceedings of the National Academy of Sciences 97 10101–10106
2000
Earlier work this paper cites.
[author] Gasch, Audrey PA. P., Spellman, Paul TP. T., Kao, Camilla MC. M., Carmel-Harel, OrnaO., Eisen, Michael BM. B., Storz, GiselaG., Botstein, DavidD. and Brown, Patrick OP. O. (2000). Genomic expression programs in the response of yeast cells to environmental changes. Molecular biology of the cell 11 4241–4257
2000
Earlier work this paper cites.
[author] Benjamini, YoavY. and Yekutieli, DanielD. (2001). The control of the false discovery rate in multiple testing under dependency. Annals of statistics 29 1165–1188
2001
Earlier work this paper cites.
[author] Tusher, Virginia GossV. G., Tibshirani, RobertR. and Chu, GilbertG. (2001). Significance analysis of microarrays applied to the ionizing radiation response. Proceedings of the National Academy of Sciences 98 5116–5121
2001
Earlier work this paper cites.
[author] Bai, JushanJ. and Ng, SerenaS. (2002). Determining the Number of Factors in Approximate Factor Models. Econometrica 70 191–221. 10.1111/1468-0262.00273
2002
Earlier work this paper cites.
[author] Fare, Thomas LT. L., Coffey, Ernest ME. M., Dai, HongyueH., He, Yudong DY. D., Kessler, Deborah AD. A., Kilian, Kristopher AK. A., Koch, John EJ. E., LeProust, EricE., Marton, Matthew JM. J., Meyer, Michael RM. R. et al. (2003). Effects of atmospheric ozone on microarray data quality. Analytical chemistry 75 4672–4675
2003
Earlier work this paper cites.
[author] Irizarry, Rafael AR. A., Hobbs, BridgetB., Collin, FrancoisF., Beazer-Barclay, Yasmin DY. D., Antonellis, Kristen JK. J., Scherf, UweU., Speed, Terence PT. P. et al. (2003). Exploration, normalization, and summaries of high density oligonucleotide array probe level data. Biostatistics 4 249–264
2003
Earlier work this paper cites.
[author] Blalock, Eric ME. M., Geddes, James WJ. W., Chen, Kuey ChuK. C., Porter, Nada MN. M., Markesbery, William RW. R. and Landfield, Philip WP. W. (2004). Incipient Alzheimer’s disease: microarray correlation analyses reveal major transcriptional and tumor suppressor responses. Proceedings of the National Academy of Sciences of the United States of America 101 2173–2178
2004
Earlier work this paper cites.
[author] Brys, GG., Hubert, MiaM. and Struyf, AA. (2004). A robust measure of skewness. Journal of Computational and Graphical Statistics 13 996–1017
2004
Earlier work this paper cites.
[author] De La Fuente, AlbertoA., Bing, NanN., Hoeschele, InaI. and Mendes, PedroP. (2004). Discovery of meaningful associations in genomic data using partial correlation coefficients. Bioinformatics 20 3565–3574
2004
Earlier work this paper cites.
[author] Grzebyk, MichelM., Wild, PascalP. and Chouanière, DominiqueD. (2004). On identification of multi-factor models with correlated residuals. Biometrika 91 141–151
2004
Earlier work this paper cites.
[author] Korn, Edward LE. L., Troendle, James FJ. F., McShane, Lisa ML. M. and Simon, RichardR. (2004). Controlling the number of false discoveries: application to high-dimensional genomic data. Journal of Statistical Planning and Inference 124 379–398
2004
Earlier work this paper cites.
[author] Pesaran, M. H.M. H. (2004). ‘General Diagnostic Tests for Cross Section Dependence in Panels’ Cambridge Working Papers in Economics No. 0435, Faculty of Economics, University of Cambridge
2004
Earlier work this paper cites.
[author] Storey, John DJ. D., Taylor, Jonathan EJ. E. and Siegmund, DavidD. (2004). Strong control, conservative point estimation and simultaneous conservative consistency of false discovery rates: a unified approach. Journal of the Royal Statistical Society: Series B (Statistical Methodology) 66 187–205
2004
Cited alongside, same era.
[author] Vawter, Marquis PM. P., Evans, SimonS., Choudary, PrabhakaraP., Tomita, HiroakiH., Meador-Woodruff, JimJ., Molnar, MargheritaM., Li, JunJ., Lopez, Juan FJ. F., Myers, RickR., Cox, DavidD. et al. (2004). Gender-specific gene expression in post-mortem human brain: localization to sex chromosomes. Neuropsychopharmacology 29 373-384
2004
Cited alongside, same era.
[author] Owen, Art BA. B. (2005). Variance of the number of false discoveries. Journal of the Royal Statistical Society: Series B (Statistical Methodology) 67 411–426
2005
Cited alongside, same era.
[author] Ransohoff, David FD. F. (2005). Bias as a threat to the validity of cancer molecular-marker research. Nature Reviews Cancer 5 142–149
[author] Schwartzman, ArminA. (2010). Comment. Journal of the American Statistical Association 105 1059–1063
2010
Later among the works it cites.
[author] She, YiyuanY. and Owen, Art BA. B. (2011). Outlier detection using nonconvex penalized regression. Journal of the American Statistical Association 106 626-639
2011
Later among the works it cites.
[author] Singh, DaveD., Fox, Steven MS. M., Tal-Singer, RuthR., Plumb, JonathanJ., Bates, StewartS., Broad, PeterP., Riley, John HJ. H. and Celli, BartolomeB. (2011). Induced sputum genes associated with spirometric and radiological disease severity in COPD ex-smokers. Thorax 66 489–495
2011
Later among the works it cites.
[author] Sun, YuntingY. (2011). On latent systemic effects in multiple hypotheses PhD thesis, Stanford University
2011
Later among the works it cites.
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2005
Cited alongside, same era.
[author] Rhodes, Daniel RD. R. and Chinnaiyan, Arul MA. M. (2005). Integrative analysis of the cancer transcriptome. Nature genetics 37 S31–S37
2005
Cited alongside, same era.
[author] Bai, JushanJ. and Ng, SerenaS. (2006). Confidence Intervals for Diffusion Index Forecasts and Inference for Factor-Augmented Regressions. Econometrica 74 1133–1150
2006
Cited alongside, same era.
[author] Craig, AndrewA., Cloarec, OlivierO., Holmes, ElaineE., Nicholson, Jeremy KJ. K. and Lindon, John CJ. C. (2006). Scaling and normalization effects in NMR spectroscopic metabonomic data sets. Analytical Chemistry 78 2262–2267
2006
Cited alongside, same era.
[author] Lin, Daniel WD. W., Coleman, Ilsa MI. M., Hawley, SarahS., Huang, Chung YC. Y., Dumpit, RuthR., Gifford, DavidD., Kezele, PhilipP., Hung, HauH., Knudsen, Beatrice SB. S., Kristal, Alan RA. R. et al. (2006). Influence of surgical manipulation on prostate gene expression: implications for molecular correlates of treatment effects and disease prognosis. Journal of clinical oncology 24 3763–3770
2006
Cited alongside, same era.
[author] Maronna, Ricardo A.R. A., Martin, Douglas R.D. R. and Yohai, Victor J.V. J. (2006). Robust statistics: Theory and Methods. John Wiley & Sons, Chichester
2006
Cited alongside, same era.
[author] Price, Alkes LA. L., Patterson, Nick JN. J., Plenge, Robert MR. M., Weinblatt, Michael EM. E., Shadick, Nancy AN. A. and Reich, DavidD. (2006). Principal components analysis corrects for stratification in genome-wide association studies. Nature genetics 38 904–909
2006
Cited alongside, same era.
[author] Efron, BradleyB. (2007). Correlation and large-scale simultaneous significance testing. Journal of the American Statistical Association 102 93-103
2007
Cited alongside, same era.
[author] Leek, Jeffrey TJ. T. and Storey, John DJ. D. (2007). Capturing heterogeneity in gene expression studies by surrogate variable analysis. PLoS genetics 3 1724-1735
2007
Cited alongside, same era.
2012
Later among the works it cites.
[author] Fan, JianqingJ., Han, XuX. and Gu, WeijieW. (2012). Estimating false discovery proportion under arbitrary covariance dependence. Journal of the American Statistical Association 107 1019–1035
2012
Later among the works it cites.
[author] Gagnon-Bartsch, Johann AJ. A. and Speed, Terence PT. P. (2012). Using control genes to correct for unwanted variation in microarray data. Biostatistics 13 539–552
2012
Later among the works it cites.
[author] Jin, JiashunJ. (2012). Comment. Journal of the American Statistical Association 107 1042–1045
2012
Later among the works it cites.
[author] Sun, YuntingY., Zhang, Nancy RN. R. and Owen, Art BA. B. (2012). Multiple hypothesis testing adjusted for latent variables, with an application to the agemap gene expression data. The Annals of Applied Statistics 6 1664–1688
2012
Later among the works it cites.
2013
Later among the works it cites.
[author] Gagnon-Bartsch, JJ., Jacob, LL. and Speed, TPT. (2013). Removing unwanted variation from high dimensional data with negative controls Technical Report, Technical Report 820, Department of Statistics, University of California, Berkeley
2013
Later among the works it cites.
[author] Lazar, CosminC., Meganck, StijnS., Taminau, JonatanJ., Steenhoff, DavidD., Coletta, AlainA., Molter, ColinC., Weiss-Solís, David YD. Y., Duque, RobinR., Bersini, HuguesH. and Nowé, AnnA. (2013). Batch effect removal methods for microarray gene expression data integration: a survey. Briefings in bioinformatics 14 469–490
2013
Later among the works it cites.
2013
Later among the works it cites.
[author] Bai, JushanJ. and Li, KunpengK. (2014). Theory and methods of panel data models with interactive effects. The Annals of Statistics 42 142–170
2014
Later among the works it cites.
[author] Kuroki, ManabuM. and Pearl, JudeaJ. (2014). Measurement Bias and Effect Restoration in Causal Inference. Biometrika 101 423–437
2014
Later among the works it cites.
2014
Later among the works it cites.
2014
Later among the works it cites.
[author] Bai, JushanJ. and Li, KunpengK. (2015). Maximum likelihood estimation and inference for approximate factor models of high dimension. The Review of Economics and Statistics (to appear)
2015
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[author] Wang, ShaopingS., Cui, GuoweiG. and Li, KunpengK. (2015). Factor-augmented regression models with structural change. Economics Letters 130 124–127
2015
Closest in time.
[author] Wang, JingshuJ., Zhao, QingyuanQ., Hastie, TrevorT. and Owen, Art B.A. B. (2015). Supplement to ”Confounder Adjustment in Multiple Hypothesis Testing”
2015
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[author] Owen, Art BA. B. and Wang, JingshuJ. (2016). Bi-cross-validation for factor analysis. Statistical Science (to appear)
2016
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