References
- Wu X, Yu K, Ding W, Wang H, Zhu X. Online feature selection with streaming features. IEEE Trans Pattern Anal Mach Intell. 2013;35:1178–1192. doi: 10.1109/TPAMI.2012.197
- Lin D, Foster DP, Ungar LH. VIF regression: a fast regression algorithm for large data. J Amer Statist Assoc. 2011;106:232–247. doi: 10.1198/jasa.2011.tm10113
- Kalai AT, Samorodnitsky A, Teng SH. Learning and smoothed analysis. Proceedings of the 50th annual symposium on computer science (FOCS), Atlanta, GA; 2009.
- Foster DP, Stine RA. α-investing: a procedure for sequential control of expected false discoveries. J R Stat Soc Ser B Stat Methodol. 2008;70:429–444. doi: 10.1111/j.1467-9868.2007.00643.x
- Lehmann EL, Romano JP. Testing statistical hypotheses. 3rd ed. New York: Springer; 2005.
- Elias P. Universal codeword sets and representations of the integers. IEEE Trans Inform Theory. 1975;21:194–203. doi: 10.1109/TIT.1975.1055349
- Rissanen J. A universal prior for integers and estimation by minimum description length. Ann Statist. 1983;11:416–431. doi: 10.1214/aos/1176346150
- Cover TM, Thomas JA. Elements of information theory. 2nd ed. Hoboken, NJ: Wiley; 2006.
- Foster DP, George EI. The risk inflation criterion for multiple regression. Ann Statist. 1994;22:1947–1975. doi: 10.1214/aos/1176325766
- Donoho DL, Johnstone IM. Ideal spatial adaptation by wavelet shrinkage. Biometrika. 1994;81:425–455. doi: 10.1093/biomet/81.3.425