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Robust statistics
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1	Robust Truncated Hinge Loss Support Vector Machines Yichao W U and Yufeng L IU The support vector machine (SVM) has been widely applied for classification problems in both machine learning and statistics. Despite its pop Add to Reading List Source URL: www.unc.edu Language: English - Date: 2007-09-14 17:32:27
2	Knowl Inf Syst DOIs10115REGULAR PAPER Density-preserving projections for large-scale local anomaly detection Add to Reading List Source URL: pmg.it.usyd.edu.au Language: English - Date: 2011-10-04 00:04:53 Statistics Dimension reduction Data mining Multivariate statistics Robust statistics Machine learning Outlier Local outlier factor Anomaly detection Principal component analysis Random sample consensus Dimensionality reduction
3	On the finite sample properties of pre-test estimators of spatial models Gianfranco Piras∗ Ingmar R. Prucha† Add to Reading List Source URL: rri.wvu.edu Language: English - Date: 2013-10-02 12:09:44 Statistics Estimation theory Regression analysis Statistical theory Parametric statistics Signal processing Ordinary least squares Autocorrelation Estimator Generalized method of moments Robust statistics Linear regression
4	Efficient and Robust Automated Machine Learning Matthias Feurer Aaron Klein Katharina Eggensperger Jost Tobias Springenberg Add to Reading List Source URL: papers.nips.cc Language: English - Date: 2016-01-30 21:34:03 Artificial intelligence Statistics Machine learning Model selection Statistical classification Ensemble learning Hyperparameter optimization Mathematical optimization Support vector machine Boosting Deep learning Weka
5	More accurate volatility estimation and forecasts using price durations∗ Ingmar Nolte† Stephen J. Taylor‡ Add to Reading List Source URL: www.cb.cityu.edu.hk Language: English - Date: 2016-08-09 02:41:45 Estimator Statistics Mathematical finance Statistical theory Statistical inference Robust statistics Realized variance Efficiency Estimation theory L-estimator Variance Volatility
6	Important Concepts Examples Representing Data Distributions Statisticians use data displays or statistics to analyze Add to Reading List Source URL: media.pearsoncmg.com Language: English - Date: 2014-01-02 18:19:11 Statistics Descriptive statistics Data Summary statistics Means Robust statistics Quartile Interquartile range Nonparametric statistics Box plot Median Plot
7	Charu C. Aggarwal IBM T J Watson Research Center Yorktown, NYOutlier Ensembles Add to Reading List Source URL: www.outlier-analytics.org Language: English - Date: 2013-08-13 03:47:38 Statistics Information Data Data mining Robust statistics Outlier Statistical data Formal sciences Ensemble learning K-nearest neighbors algorithm Local outlier factor Anomaly detection
8	The Effect of Fragmentation in Trading on Market Quality in the UK Equity Market: Online Appendices∗ Lena K¨orber† London School of Economics Bank of England Add to Reading List Source URL: www.statistik.uni-bonn.de Language: English - Date: 2015-10-23 03:54:17 Mathematical analysis Analysis Statistics Mathematical finance Technical analysis Estimation theory M-estimator Robust regression Volatility Distribution Multilateral trading facility Limit
9	MacroBase: Analytic Monitoring for the Internet of Things Peter Bailis†‡ , Deepak Narayanan† , Samuel Madden‡∗ arXiv:1603.00567v1 [cs.DB] 2 Mar 2016 † Stanford Add to Reading List Source URL: arxiv.org Language: English - Date: 2016-03-02 20:06:21 Statistics Robust statistics Outlier Statistical analysis Statistical theory Multivariate statistics Data analysis Mahalanobis distance Internet of things
10	Computationally simple state occupancy probability estimation in multi-state models subject to interval censoring Andrew Titman Lancaster University Add to Reading List Source URL: www.maths.lancs.ac.uk Language: English - Date: 2013-12-15 03:15:40 Statistics Estimation theory Survival analysis Reliability engineering Markov models Statistical inference Censoring KaplanMeier estimator Markov chain Estimator Robust statistics Markov property