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The Annals of statistics, ISSN 0090-5364, 6/2007, Volume 35, Issue 3, pp. 1012 - 1030
Datasets | Outliers | Linear regression | Machine learning | Regularization in Linear Models | Polynomials | Predictive modeling | Coefficients | Quantile regression | Knots | Logistics | Total variation | Sparsity | Solution paths | Regularization | Polynomial splines | norm penalty | Statistics & Probability | Physical Sciences | Mathematics | Science & Technology | Numerical analysis. Scientific computation | Calculus of variations and optimal control | General topics | Linear inference, regression | Numerical analysis | Numerical methods in mathematical programming, optimization and calculus of variations | Mathematical analysis | Exact sciences and technology | Probability and statistics | Statistics | Sciences and techniques of general use | Studies | Mathematical models | Statistical methods | Optimization | solution paths | 62G08 | 62J07 | regularization | 62H30 | sparsity | polynomial splines | total variation | 62F35 | ℓ_1-norm penalty
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IEEE transactions on information theory, ISSN 0018-9448, 10/2017, Volume 63, Issue 10, pp. 6514 - 6529
Entropy Coding | Source coding | Redundancy | Independent component analysis | Entropy | Decoding | Data Compression | Independent Component Analysis | Source Coding | Computer Science, Information Systems | Engineering, Electrical & Electronic | Engineering | Technology | Computer Science | Science & Technology | Usage | Entropy (Information theory) | Decoders | Codes | Vector quantization | Coding | Data compression | Decomposition | Image compression | Natural language processing | Lossless
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American journal of human genetics, ISSN 0002-9297, 10/2014, Volume 95, Issue 4, pp. 383 - 393
Life Sciences & Biomedicine | Genetics & Heredity | Science & Technology | Multifactorial Inheritance - genetics | Genetic Predisposition to Disease | Genome-Wide Association Study | Disease - genetics | Risk Assessment | Humans | Computational Biology | Polymorphism, Single Nucleotide - genetics | Models, Statistical | Case-Control Studies | Hypertension | Genetic research | Phenotype | Genetic aspects | Research | Genotype & phenotype | Genetic disorders | Simulation | Genomics | Genetics | Mathematical models | Health risk assessment | Index Medicus
Journal Article
American journal of human genetics, ISSN 0002-9297, 07/2018, Volume 103, Issue 1, pp. 89 - 99
GWAS | genetic correlation | ascertainment | heritability | case-control studies | Life Sciences & Biomedicine | Genetics & Heredity | Science & Technology | Phenotype | Disease - genetics | Humans | Genetic Association Studies - methods | Polymorphism, Single Nucleotide - genetics | Genotype | Models, Genetic | Genome-Wide Association Study - methods | Case-Control Studies | Medical research | Neurosciences | Human acts | Genomics | Schizophrenia | Bipolar disorder | Statistics | Epidemiology | Risk factors | Computer science | Analysis | Genetic research | Medicine, Experimental | Human behavior | Index Medicus
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Genome research, ISSN 1088-9051, 06/2012, Volume 22, Issue 6, pp. 1154 - 1162
Biochemistry & Molecular Biology | Genetics & Heredity | Life Sciences & Biomedicine | Biotechnology & Applied Microbiology | Science & Technology | Reproducibility of Results | HapMap Project | Humans | Male | Genetic Variation | Algorithms | Pedigree | Female | Software | Electrophoresis - methods | Genome, Human | Genomics - methods | Microsatellite Repeats | Genomes | Research | Gene expression | Genetic regulation | Index Medicus | Method
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IEEE transactions on signal processing, ISSN 1053-587X, 11/2018, Volume 66, Issue 22, pp. 5875 - 5886
minimal redundancy representation | Redundancy | Two dimensional displays | binary ICA | minimum entropy codes | Signal processing algorithms | Independent component analysis | Entropy | Encoding | Complexity theory | blind source separation | factorial codes | Engineering, Electrical & Electronic | Engineering | Technology | Science & Technology | Greedy algorithms | Linear transformations | Lower bounds | Decomposition
Journal Article
Journal of computer science and technology, ISSN 1000-9000, 3/2019, Volume 34, Issue 2, pp. 494 - 506
Information Systems Applications (incl.Internet) | entropy coding | lossy compression | Software Engineering | Artificial Intelligence | Computer Science | lossless compression | Theory of Computation | random forest | Computer Science, general | Data Structures and Information Theory | Computer Science, Hardware & Architecture | Computer Science, Software Engineering | Technology | Science & Technology | Big data | Forests and forestry | Management science | Analysis
Journal Article
Electronic journal of statistics, ISSN 1935-7524, 01/2020, Volume 14, Issue 1, pp. 272 - 301
Journal Article
Proceedings of the 25th international conference on machine learning, ISSN 1532-4435, 07/2008, Volume 10, pp. 840 - 847
Conference Proceeding
10.
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Innovation Representation of Stochastic Processes With Application to Causal Inference
IEEE transactions on information theory, ISSN 0018-9448, 02/2020, Volume 66, Issue 2, pp. 1136 - 1154
Greedy algorithms | Technological innovation | Graphical models | independent component analysis | Stochastic processes | Cause effect analysis | Entropy | Random variables | History | signal representation | Computer Science, Information Systems | Engineering, Electrical & Electronic | Engineering | Technology | Computer Science | Science & Technology
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American journal of human genetics, ISSN 0002-9297, 04/2012, Volume 90, Issue 4, pp. 675 - 684
Life Sciences & Biomedicine | Genetics & Heredity | Science & Technology | Fundamental and applied biological sciences. Psychology | General aspects. Genetic counseling | Medical genetics | Biological and medical sciences | Molecular and cellular biology | Genetics of eukaryotes. Biological and molecular evolution | Medical sciences | Haplotypes | Humans | DNA, Mitochondrial - classification | Databases, Genetic | Molecular Sequence Data | Neanderthals - genetics | Phylogeny | Biological Evolution | Genetic Variation | Animals | DNA, Mitochondrial - genetics | Base Sequence | Mutation | Mitochondrial DNA | Research | Nucleotide sequencing | Molecular genetics | Genetic variation | DNA sequencing | Genetic research | Neanderthals | Evolutionary biology | Educational aspects | Phylogenetics | Evolution | Genomics | Hominids | Cores | Forensic science | Roots | Perception | Population genetics | Index Medicus
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Human genetics, ISSN 0340-6717, 9/2010, Volume 128, Issue 3, pp. 345 - 350
Human Genetics | Gene Function | Molecular Medicine | Biomedicine | Metabolic Diseases | Life Sciences & Biomedicine | Genetics & Heredity | Science & Technology | Haplotypes | Genetic Predisposition to Disease | Lipoproteins, HDL - genetics | Humans | Risk Factors | Africa | Myosin Heavy Chains - genetics | Chromosome Mapping | Mutation, Missense | Molecular Motor Proteins - genetics | Linkage Disequilibrium | Kidney Failure, Chronic - genetics | Phenotype | Apolipoproteins - genetics | Apolipoprotein L1 | Polymorphism, Single Nucleotide | Chronic kidney failure | Genomics | Physiological aspects | Hostages | Genetic aspects | Genomes | Risk factors | Index Medicus | Short Report
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Genome research, ISSN 1088-9051, 07/2016, Volume 26, Issue 7, pp. 969 - 979
Biochemistry & Molecular Biology | Genetics & Heredity | Life Sciences & Biomedicine | Biotechnology & Applied Microbiology | Science & Technology | Phenotype | Algorithms | Animals | Computer Simulation | Humans | Colitis, Ulcerative - genetics | Linear Models | Mice | Models, Genetic | Software | Case-Control Studies | Linear models (Statistics) | Usage | Research | Linear regression models | Index Medicus | Method
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