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Wiley interdisciplinary reviews. Data mining and knowledge discovery, ISSN 1942-4795, 2017, Volume 8, Issue 2, p. n/a
.... In either case, the ability to detect such anomalies is essential. A useful tool for this purpose is robust statistics, which aims to detect the outliers by first fitting the majority of the data and then flagging data points that deviate... 
REGRESSION | PRINCIPAL COMPONENT ANALYSIS | MATLAB LIBRARY | ESTIMATORS | DISPERSION | ALGORITHM | MULTIVARIATE LOCATION | COMPUTER SCIENCE, THEORY & METHODS | LINEAR-MODEL | COVARIANCE | SELECTION | COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE | Data analysis | Data points | Spatial data | Outliers (statistics) | Classification | Principal components analysis | Robustness | Cases (containers) | Regression analysis | Data mining | Clustering | Anomalies | Statistics - Machine Learning
Journal Article
IEEE transactions on signal processing, ISSN 1941-0476, 2019, Volume 67, Issue 2, pp. 383 - 398
Journal Article
International Journal of Geographical Information Science, ISSN 1365-8816, 08/2012, Volume 26, Issue 8, pp. 1373 - 1392
Journal Article
Proceedings of the National Academy of Sciences - PNAS, ISSN 0027-8424, 11/2014, Volume 111, Issue 46, pp. 16371 - 16376
With the advent of high-throughput technologies making largescale gene expression data readily available, developing appropriate computational tools to process... 
Datasets | Outliers | Yeasts | B lymphocytes | Genes | Correlations | Gene expression | Statistics | Data sampling | Bioinformatics | Bivariate association | Local rank patterns | Random permutation statistics | Stein's approximation | TRANSCRIPTION FACTORS | RANDOM PERMUTATIONS | bivariate association | MULTIDISCIPLINARY SCIENCES | SACCHAROMYCES-CEREVISIAE | EXPRESSION DATA | LONGEST INCREASING SUBSEQUENCE | MUTUAL INFORMATION | local rank patterns | random permutation statistics | REGULATORY NETWORKS | VARIABLES | Gene Expression Regulation, Fungal | Arabidopsis Proteins - genetics | Computational Biology - methods | Genes, Plant | Saccharomyces cerevisiae - genetics | Computational Biology - statistics & numerical data | Saccharomyces cerevisiae Proteins - biosynthesis | Cell Cycle Proteins - biosynthesis | Saccharomyces cerevisiae Proteins - genetics | Gene Regulatory Networks | Arabidopsis - metabolism | Arabidopsis - genetics | Saccharomyces cerevisiae - cytology | Algorithms | Gene Expression Profiling - statistics & numerical data | Time Factors | Arabidopsis Proteins - biosynthesis | Computer Simulation | Gene Expression Regulation, Plant | Cell Cycle Proteins - genetics | Genes, Fungal | Models, Genetic | Monte Carlo Method | Genetic research | Usage | Statistical methods | Research | Biological Sciences | Physical Sciences
Journal Article
PloS one, ISSN 1932-6203, 2015, Volume 10, Issue 10, p. e0140874
Journal Article
Journal of Official Statistics, ISSN 0282-423X, 06/2018, Volume 34, Issue 2, pp. 503 - 522
...Nowcasting Austrian Short Term Statistics Markus Fröhlich1 Early estimates for Austrian short term indices were produced using multivariate time-series models... 
vector error correction models | outlier adjustment | cointegration | (seasonal) unit-roots | Nowcast | PACKAGE | TIME-SERIES | STATISTICS & PROBABILITY | SOCIAL SCIENCES, MATHEMATICAL METHODS | Short term | Economic models | Error analysis | Autoregressive models | Computer simulation | Editing | Models | Time | Regression analysis | Error correction | Seats | Nowcasting
Journal Article
2011, 1st ed., Wiley Handbooks in Survey Methodology, ISBN 0470542802, Volume 563, xi, 439
A practical, one-stop reference on the theory and applications of statistical data editing and imputation techniques Collected survey data are vulnerable to... 
Statistics | MATHEMATICS | Probability & Statistics | Survey Research Methods & Sampling | General | Evaluation | Data integrity | Statistical services | Quality control | Data editing | Standards
Book
2013, ISBN 9781461463955, Volume 9781461463962, 455
With the increasing advances in hardware technology for data collection, and advances in software technology (databases) for data organization, computer... 
Outliers (Statistics) | Data mining
eBook
1987, Wiley series in probability and mathematical statistics., ISBN 0471802549, xiv, 278
Book
Alimentary pharmacology & therapeutics, ISSN 0269-2813, 2019, Volume 50, Issue 2, pp. 176 - 192
Journal Article
Autonomous robots, ISSN 1573-7527, 2018, Volume 43, Issue 5, pp. 1257 - 1270
.... We use sufficient statistics of least-squares minimisation to speed up this process. The additive nature of these sufficient statistics makes it possible to compute pose estimates in each evaluation by reusing... 
RANSAC | RGB-D | Limited processing | MAV | Pose estimation | Visual odometry | ROBOTICS | FLIGHT | D CAMERA | NAVIGATION | COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE | STATE ESTIMATION | Data analysis | Hypotheses | Preempting | Realignment | Outliers (statistics) | Statistics
Journal Article
The Annals of statistics, ISSN 0090-5364, 2011, Volume 39, Issue 3, pp. 1335 - 1371
We present a path algorithm for the generalized lasso problem. This problem penalizes the ℓ 1 norm of a matrix D times the coefficient vector, and has a wide... 
Outliers | Degrees of freedom | Approximation | Least squares | Coordinate systems | Matrices | Mathematical vectors | Polynomials | Unbiased estimators | Data smoothing | Lars | Lagrange dual | Lasso | Path algorithm | path algorithm | REGRESSION | LARS | SMOOTHNESS | SHRINKAGE | degrees of freedom | STATISTICS & PROBABILITY | REGULARIZATION | SELECTION | 62-XX
Journal Article