31. A Tale of Three Probabilistic Families: Discriminative, Descriptive and Generative Models
    2018/10/09 by Ying Nian Wu, Ying Wu, Wu, Ying Nian +7 · 1 voice · 1 citation
    Computer Science · Mathematics · Physics and Astronomy · #Artificial intelligence #Classifier (UML) #Computer science #Conditional probability #Conditional probability distribution #Discriminative model #Econometrics #Generative grammar #Generative model #Image and Signal Denoising Methods #Joint probability distribution #Latent variable #Machine learning #Mathematics #Model Reduction and Neural Networks #Neural Networks and Applications #Pattern recognition (psychology) #Probabilistic logic #Probability distribution #Statistical model #Statistics #cs.CV #cs.LG #stat.ML
32. Bacterial growth: a statistical physicist's guide
    2018/10/01 by Rosalind J Allen, Bartlomiej Waclaw · 1 voice · 5 citations
    Biochemistry, Genetics and Molecular Biology · Chemistry · #Bacterial Genetics and Biotechnology #Bacterial protein #Listeria monocytogenes in Food Safety #Statistical analysis #Statistical fluctuations #Statistical model #q-bio.CB #q-bio.PE #thermodynamics and calorimetric analyses
33. A guide to Bayesian model checking for ecologists
    2018/05/15 by Paul B. Conn, Devin S. Johnson, Perry J. Williams +2 · 45 citations
    Computer Science · Environmental Science · Mathematics · #Artificial intelligence #Bayesian Methods and Mixture Models #Bayesian hierarchical modeling #Bayesian inference #Bayesian probability #Bayesian statistics #Computer science #Data mining #Ecology #Econometrics #Goodness of fit #Inference #Machine learning #Mathematics #Soil Geostatistics and Mapping #Statistical Methods and Bayesian Inference #Statistical model
34. Information theory for fields
    2018/04/30 by Torsten A. Enßlin · 15 citations
    Computer Science · Mathematics · Physics and Astronomy · #Fidelity #Field (mathematics) #Field theory (psychology) #Gaussian Processes and Bayesian Inference #Information theory #Mathematical theory #Probabilistic logic #Statistical Mechanics and Entropy #Statistical model #Theoretical and Computational Physics #Value (mathematics) #astro-ph.CO #astro-ph.IM #cs.IT #math.IT
35. Group-wise similarity registration of point sets using Student’s t-mixture model for statistical shape models
    2017/12/06 by Nishant Ravikumar, Ali Gooya, Serkan Çimen +2 · 2 citations
    Computer Science · Mathematics · Engineering · #Medical Image Segmentation Techniques #Morphological variations and asymmetry #Medical Imaging and Analysis #Artificial intelligence #Outlier #Pattern recognition (psychology) #Similarity (geometry) #Mixture model #Segmentation #Probabilistic logic #Image registration #Statistical model #Computer science #Computer vision #Mathematics #Image (mathematics)
36. Abandon Statistical Significance
    2017/09/30 by Blakeley B. McShane, David Gal, Andrew Gelman +2 · 1 voice · 63 citations
    Computer Science · Decision Sciences · Mathematics · #Bayes' theorem #Data Analysis with R #Frequentist probability #Meta-analysis and systematic reviews #Novelty #Null hypothesis #Process (computing) #Replication (statistics) #Statistical Methods in Clinical Trials #Statistical hypothesis testing #Statistical model #msc:97K70 #stat.ME
37. Old dog, new tricks: a modelling view of simple moving averages
    2017/09/29 by Ivan Svetunkov, Fotios Petropoulos · 6 citations
    Decision Sciences · Mathematics · #Advanced Statistical Methods and Models #Algorithm #Artificial intelligence #Computer science #Forecasting Techniques and Applications #Machine learning #Mathematics #Model selection #Moving average #Point (geometry) #SMA* #Selection (genetic algorithm) #Set (abstract data type) #Simple (philosophy) #Statistical model #Stock Market Forecasting Methods
38. Statistical Models for the Number of Successful Cyber Intrusions
    2017/06/30 by Nandi O. Leslie, Nandi Leslie, Richard E. Harang +4 · 1 citation
    Computer Science · Mathematics · #Binomial distribution #Computer science #Count data #Generalized linear model #Information and Cyber Security #Mathematics #Negative binomial distribution #Network Security and Intrusion Detection #Overdispersion #Poisson distribution #Poisson regression #Spam and Phishing Detection #Statistical model #Statistics #Variance (accounting) #cs.CR #stat.AP
39. Intersection crash prediction modeling with macro-level data from various geographic units
    2017/03/21 by Jaeyoung Lee, Mohamed Abdel‐Aty, Mohamed Abdel-Aty +1 · 6 citations
    Engineering · Medicine · Social Sciences · #Computer science #Crash #Engineering #Environmental health #Injury Epidemiology and Prevention #Intersection (aeronautics) #Machine learning #Macro #Medicine #Pedestrian #Poison control #Statistical model #Traffic and Road Safety #Transport engineering #Urban Transport and Accessibility
40. Bayesian model selection for the latent position cluster model for Social Networks
    2017/02/01 by Caitriona Ryan, Caitríona M. Ryan, Ryan, Caitriona +4 · 3 citations
    Computer Science · Mathematics · #Artificial intelligence #Bayesian Methods and Mixture Models #Bayesian inference #Bayesian linear regression #Bayesian probability #Computation (stat.CO) #Computer science #Conjugate prior #Expectation–maximization algorithm #FOS: Computer and information sciences #Inference #Latent class model #Latent variable #Latent variable model #Machine learning #Markov chain Monte Carlo #Mathematics #Maximum likelihood #Mixture model #Model selection #Position (finance) #Posterior predictive distribution #Posterior probability #Reversible-jump Markov chain Monte Carlo #Statistical Methods and Bayesian Inference #Statistical Methods and Inference #Statistical model #Statistics #stat.CO
41. On Hölder projective divergences
    2017/01/14 by Frank Nielsen, Ke Sun, Stéphane Marchand-Maillet · 2 citations
    Computer Science · Mathematics · Physics and Astronomy · #Advanced Statistical Methods and Models #Affine transformation #Categorical variable #Centroid #Cluster analysis #Exponential family #Gaussian #Invariant (physics) #Morphological variations and asymmetry #Probability distribution #Set (abstract data type) #Statistical Mechanics and Entropy #Statistical model #cs.CV #cs.IT #cs.LG #math.IT
42. Over 5,000 Years of Ensemble Future Climate Simulations by 60-km Global and 20-km Regional Atmospheric Models
    2016/11/30 by Ryo Mizuta, Akihiko Murata, Masayoshi Ishii +31 · 14 citations
    Earth and Planetary Sciences · Environmental Science · #Climate change #Climate model #Climate variability and models #Climatology #Computer science #Coupled model intercomparison project #Downscaling #Environmental science #General Circulation Model #Geography #Geology #Meteorological Phenomena and Simulations #Meteorology #Precipitation #Probabilistic logic #Statistical model #Tropical and Extratropical Cyclones Research
43. Windblown sand saltation: A statistical approach to fluid threshold shear velocity
    2016/10/15 by Lorenzo Raffaele, Luca Bruno, Franco Pellerey +1 · 1 citation
    Agricultural and Biological Sciences · Earth and Planetary Sciences · Engineering · Mathematics · #Aeolian processes and effects #Bayesian probability #Empirical probability #Geology #Geotechnical engineering #Mathematics #Mechanics #Physics #Probabilistic logic #Probability distribution #Random variable #Shear (geology) #Shear velocity #Soil erosion and sediment transport #Statistical model #Statistical physics #Statistics #Tree Root and Stability Studies #Turbulence
44. Tree-Based Global Model Tests for Polytomous Rasch Models
    2016/10/06 by Basil Komboz, Carolin Strobl, Achim Zeileis · 22 citations
    Computer Science · Decision Sciences · Mathematics · #A priori and a posteriori #Advanced Statistical Modeling Techniques #Algorithm #Artificial intelligence #Bayesian Modeling and Causal Inference #Computer science #Data mining #Differential (mechanical device) #Differential item functioning #Econometrics #Item response theory #Machine learning #Mathematics #Measurement invariance #Polytomous Rasch model #Psychometric Methodologies and Testing #Psychometrics #Rasch model #Statistical hypothesis testing #Statistical model #Statistics #Structural equation modeling #Tree (set theory)
45. Fibonacci Numbers, Statistical Convergence and Applications
    2016/07/08 by Murat Kirisci, Murat Ki̇ri̇şçi̇, Kirisci, Murat +2 · 1 citation
    Decision Sciences · Mathematics · #11B39 #40A30 #40G15 #41A10 #41A25 #41A36 #Applied mathematics #Approximation Theory and Sequence Spaces #Computer science #Convergence (economics) #Convergence tests #Discrete mathematics #Economics #FOS: Mathematics #Fibonacci number #Functional Analysis (math.FA) #Fuzzy and Soft Set Theory #Mathematical Inequalities and Applications #Mathematics #Rate of convergence #Sequence (biology) #Statistical analysis #Statistical model #Statistical theory #Statistics #Telecommunications #math.FA #msc:11B39 #msc:40A30 #msc:40G15 #msc:41A10 #msc:41A25 #msc:41A36
46. Statistical Model Choice
    2016/03/16 by Gerda Claeskens · 1 citation
    Mathematics · #Statistical Methods and Inference #Statistical Methods and Bayesian Inference #Advanced Statistical Methods and Models #Estimator #Model selection #Selection (genetic algorithm) #Inference #Computer science #Statistical inference #Statistical model #Nonparametric statistics #Process (computing) #Econometrics #Machine learning #Mathematics #Statistics #Artificial intelligence
47. What do we mean by identifiability in mixed effects models?
    2015/12/10 by Marc Lavielle, Leon Aarons · 2 citations
    Mathematics · #Applied mathematics #Computer science #Context (archaeology) #Econometrics #Identifiability #Mathematics #Population #Probabilistic logic #Statistical Methods and Bayesian Inference #Statistical Methods and Inference #Statistical Methods in Clinical Trials #Statistical model #Statistical physics #Statistics
48. A Statistical Atrioventricular Node Model Accounting for Pathway Switching During Atrial Fibrillation
    2015/11/24 by Mikael Henriksson, Valentina D. A. Corino, Valentina Corino +3 · 7 citations
    Engineering · Mathematics · Medicine · #Atrial Fibrillation Management and Outcomes #Atrial fibrillation #Atrioventricular node #Cardiac electrophysiology and arrhythmias #Cardiology #Computer science #ECG Monitoring and Analysis #Electrocardiography #Engineering #Impulse (physics) #Internal medicine #Mathematics #Medicine #Node (physics) #Physics #Refractory period #Statistical model #Statistics #Tachycardia
49. A Test of Relative Similarity For Model Selection in Generative Models
    2015/11/14 by Wacha Bounliphone, Eugene Belilovsky, Bounliphone, Wacha +7 · 1 voice · 4 citations
    Computer Science · Mathematics · #Artificial intelligence #Computer science #Data mining #Discriminative model #FOS: Computer and information sciences #Gaussian Processes and Bayesian Inference #Generative Adversarial Networks and Image Synthesis #Generative grammar #Generative model #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine learning #Matching (statistics) #Mathematics #Model selection #Moment (physics) #Pattern recognition (psychology) #Ranking (information retrieval) #Selection (genetic algorithm) #Similarity (geometry) #Statistical hypothesis testing #Statistical model #Statistics #Test statistic #Time Series Analysis and Forecasting #cs.LG #stat.ML
50. Statistical Inference, Learning and Models in Big Data
    2015/09/09 by Beate Franke, Jean-François Plante, Jean‐François Plante +13 · 1 voice · 2 citations
    Computer Science · Mathematics · #Big data #Data Analysis with R #Gaussian Processes and Bayesian Inference #Statistical Methods and Inference #Statistical analysis #Statistical learning #Statistical model #Thematic map #Theme (computing) #acm:62-07 #cs.LG #msc:62-07 #stat.ML
51. Cosmological evolution of statistical system of scalar charged particles
    2014/11/23 by Yurii Ignat'ev, Yurii Ignat’ev, Alexander Agathonov +2 · 3 citations
    Engineering · Physics and Astronomy · #Charged particle #Complex Systems and Dynamics #Cosmology #Fermi Gamma-ray Space Telescope #Gravitation #Invariant (physics) #Kinetic energy #Material Science and Thermodynamics #Optical properties and cooling technologies in crystalline materials #Scalar (mathematics) #Statistical model #Time evolution #gr-qc #msc:83C10 #msc:83C55 #msc:83F05
52. DeepWalk
    2014/03/26 by Bryan Perozzi, Rami Al-Rfou, Steven Skiena · 2 voices · 197 citations
    Computer Science · #Advanced Graph Neural Networks #Deep learning #Feature (linguistics) #Feature learning #Feature vector #Latent variable #Natural Language Processing Techniques #Representation (politics) #Statistical learning #Statistical model #Topic Modeling #cs.LG #cs.SI
53. High Statistics Measurements of Pedestrian Dynamics
    2014/01/01 by Alessandro Corbetta, Luca Bruno, Adrian Muntean +1 · 1 citation
    Engineering · Physics and Astronomy · #Dynamics (music) #Evacuation and Crowd Dynamics #Kinematics #Pedestrian #Pedestrian crossing #Statistical analysis #Statistical model #Structural Engineering and Vibration Analysis #Urban Design and Spatial Analysis #physics.soc-ph
54. Correction of the significance level when attempting multiple transformations of an explanatory variable in generalized linear models
    2013/06/08 by Benoît Liquet, Jérémie Riou · 1 citation
    Mathematics · #Statistical Methods and Bayesian Inference #Statistical Methods and Inference #Statistical Methods in Clinical Trials #Categorical variable #Resampling #Statistical hypothesis testing #Computer science #Contingency table #Statistics #Coding (social sciences) #Generalized linear model #Variable (mathematics) #Statistical model #Linear model #Mathematics #Algorithm
55. Nonlinear Regression Models and Applications in Agricultural Research
    2013/05/17 by Sotirios V. Archontoulis, Fernando E. Miguez · 31 citations
    Agricultural and Biological Sciences · Mathematics · #Algorithm #Applied mathematics #Computer science #Econometrics #Genetics and Plant Breeding #Greenhouse Technology and Climate Control #Homogeneity (statistics) #Leaf Properties and Growth Measurement #Linear model #Machine learning #Mathematical model #Mathematical optimization #Mathematics #Nonlinear regression #Nonlinear system #Regression analysis #Residual #Set (abstract data type) #Statistical model #Statistics #Variance (accounting)
56. Lasso and probabilistic inequalities for multivariate point processes
    2012/08/31 by Niels Richard Hansen, Patricia Reynaud-Bouret, Vincent Rivoirard · 1 citation
    Engineering · Mathematics · #Function (biology) #Lasso (programming language) #Multivariate statistics #Point process #Point processes and geometric inequalities #Probabilistic logic #Random Matrices and Applications #Regularization (linguistics) #Sparse and Compressive Sensing Techniques #Statistical inference #Statistical model #Wavelet #math.ST #stat.TH
57. A Biased Review of Sociophysics
    2012/07/26 by Dietrich Stauffer · 1 citation
    Computer Science · Economics, Econometrics and Finance · Physics and Astronomy · #Chaos, Complexity, and Education #Citation #Citation analysis #Complex Systems and Time Series Analysis #Opinion Dynamics and Social Influence #Probability and statistics #Probability theory #Statistical model #cs.SI #physics.soc-ph
58. Efficient Methods for Unsupervised Learning of Probabilistic Models
    2012/05/19 by Jascha Sohl-Dickstein, Jascha Sohl‐Dickstein, Sohl-Dickstein, Jascha · 1 citation
    Computer Science · Mathematics · Physics and Astronomy · #Artificial Intelligence (cs.AI) #Artificial intelligence #Computer science #Data Analysis #FOS: Computer and information sciences #FOS: Physical sciences #Gaussian Processes and Bayesian Inference #Information Theory (cs.IT) #Machine Learning (cs.LG) #Machine learning #Neural Networks and Applications #Neural and Evolutionary Computing (cs.NE) #Probabilistic analysis of algorithms #Probabilistic logic #Probabilistic relevance model #Sample (material) #Sample complexity #Sample space #Space (punctuation) #Statistical model #Statistics and Probability (physics.data-an) #Time Series Analysis and Forecasting #Unsupervised learning #Variety (cybernetics) #cs.AI #cs.IT #cs.LG #cs.NE #math.IT #physics.data-an
59. K-MLE: A fast algorithm for learning statistical mixture models
    2012/03/01 by Frank Nielsen · 1 citation
    Computer Science · Mathematics · #Advanced Clustering Algorithms Research #Algorithm #Applied mathematics #Artificial intelligence #Bayesian Methods and Mixture Models #Computer science #Estimator #Expectation–maximization algorithm #Exponential family #Exponential function #Gaussian #Image Retrieval and Classification Techniques #Initialization #Mathematics #Maximum likelihood #Mixture model #Pattern recognition (psychology) #Physics #Statistical model #Statistics #cs.LG #stat.ML
60. Multilevel Modeling: Current and Future Applications in Personality Research
    2010/08/17 by Stephen G. West, Ehri Ryu, Oi‐Man Kwok +2 · 26 citations
    Mathematics · Psychology · #Artificial intelligence #Behavioral Health and Interventions #Computer science #Dependency (UML) #Econometrics #Machine learning #Mathematics #Mental Health Research Topics #Multilevel model #Outlier #Personality #Psychological Well-being and Life Satisfaction #Psychology #Regression analysis #Social psychology #Statistical model #Structural equation modeling

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