61. 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
62. 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
63. A Statistical Atrioventricular Node Model Accounting for Pathway Switching During Atrial Fibrillation
    2015/11/24 by Mikael Henriksson, Valentina Corino, Valentina D. A. 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
64. A Test of Relative Similarity For Model Selection in Generative Models
    2015/11/14 by Wacha Bounliphone, Bounliphone, Wacha, Eugene Belilovsky +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
65. 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
66. OpenMx 2.0: Extended Structural Equation and Statistical Modeling
    2015/01/26 by Michael C. Neale, Michael D. Hunter, Joshua N. Pritikin +7 · 52 citations
    Decision Sciences · Mathematics · #Algorithm #Artificial intelligence #Computational statistics #Computer science #Data mining #Graphical user interface #Interface (matter) #LISREL #Machine learning #Modular design #Programming language #Psychometric Methodologies and Testing #Software #Statistical Methods and Applications #Statistical and numerical algorithms #Statistical model #Structural equation modeling #Syntax #Theoretical computer science
67. 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
68. DeepWalk
    2014/03/26 by Bryan Perozzi, Rami Al-Rfou, Steven Skiena · 2 voices · 202 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
69. 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
70. Rasch Trees: A New Method for Detecting Differential Item Functioning in the Rasch Model
    2013/12/18 by Carolin Strobl, Julia Kopf, Achim Zeileis · 33 citations
    Computer Science · Mathematics · Psychology · #Advanced Statistical Modeling Techniques #Artificial intelligence #Class (philosophy) #Cognitive Abilities and Testing #Computer science #Covariate #Differential item functioning #Interpretation (philosophy) #Item response theory #Machine learning #Mathematics #Mental Health Research Topics #Polytomous Rasch model #Psychometrics #Rasch model #Recursive partitioning #Statistical model #Statistics
71. 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
72. 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)
73. Recent and Planned Developments of the Program OxCal
    2013/01/01 by Christopher Bronk Ramsey, Sharen Lee · 90 citations
    Arts and Humanities · Earth and Planetary Sciences · Engineering · Mathematics · #Archaeology and ancient environmental studies #Computer science #Data mining #Data science #Engineering #Geology and Paleoclimatology Research #Machine learning #Maritime and Coastal Archaeology #Mathematics #Operations research #Presentation (obstetrics) #Programming language #Range (aeronautics) #Software #Statistical analysis #Statistical model #Statistics #Visualization
74. Dynamic Stochastic Blockmodels: Statistical Models for Time-Evolving Networks
    2013/01/01 by Kevin S. Xu, Alfred O. Hero, Alfred O. Hero III · 1 citation
    Business, Management and Accounting · Computer Science · Mathematics · Physics and Astronomy · #Advanced Queuing Theory Analysis #Aggregate (composite) #Complex Network Analysis Techniques #Dynamic Bayesian network #Dynamic network analysis #Kalman filter #Opportunistic and Delay-Tolerant Networks #Representation (politics) #Snapshot (computer storage) #Statistical model #Stochastic modelling #cs.LG #cs.SI #physics.soc-ph #stat.ME
75. 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
76. 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
77. 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
78. 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
79. 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
80. A Monte Carlo tool to simulate breast cancer screening programmes
    2010/08/16 by Cristina Forastero, Luis I. Zamora, D. Guirado +1 · 1 citation
    Medicine · Computer Science · Mathematics · #Global Cancer Incidence and Screening #Colorectal Cancer Screening and Detection #AI in cancer detection #Monte Carlo method #Mammography #Breast cancer #Sensitivity (control systems) #Population #Statistics #Breast cancer screening #Computer science #Probability distribution #Statistical model #Medical physics #Cancer #Medicine #Mathematics #Internal medicine #Environmental health
81. Statistical inference for noisy nonlinear ecological dynamic systems
    2010/08/01 by Simon N. Wood · 100 citations
    Environmental Science · Mathematics · #Animal Ecology and Behavior Studies #Artificial intelligence #Chaotic #Computer science #Ecology and Vegetation Dynamics Studies #Ecosystem dynamics and resilience #Inference #Machine learning #Mathematics #Noise (video) #Observable #Physics #Population #Statistical hypothesis testing #Statistical inference #Statistical model #Statistics
82. Modeling Variability in Individual Development: Differences of Degree or Kind?
    2010/07/15 by Daniel Bauer, H. Luz McNaughton Reyes · 1 citation
    Computer Science · Mathematics · Psychology · Social Sciences · #Advanced Statistical Modeling Techniques #Artificial intelligence #Cognitive psychology #Computer science #Data mining #Data science #Degree (music) #Developmental psychology #Econometrics #Growth curve (statistics) #Interpretation (philosophy) #Latent growth modeling #Longitudinal data #Machine learning #Mathematics #Multilevel model #Psychology #School Choice and Performance #Statistical model #Trajectory #Urban, Neighborhood, and Segregation Studies
83. A basic introduction to fixed-effect and random-effects models for meta-analysis
    2010/04/01 by Michael Borenstein, Larry V. Hedges, Julian P. T. Higgins +1 · 2 citations
    Decision Sciences · Economics, Econometrics and Finance · Mathematics · #Meta-analysis and systematic reviews #Economic and Environmental Valuation #Statistical Methods and Bayesian Inference #Computer science #Model selection #Random effects model #Context (archaeology) #Econometrics #Meta-analysis #Fixed effects model #Statistical model #Selection (genetic algorithm) #Interpretation (philosophy) #Statistics #Mathematics #Artificial intelligence #Panel data
84. THE STATISTICAL SIGNIFICANCE OF THE “DARK FLOW”
    2009/10/31 by Ryan Keisler · 1 citation
    Physics and Astronomy · #Cosmic microwave background #Cosmology and Gravitation Theories #Particle physics theoretical and experimental studies #Statistical Mechanics and Entropy #Statistical analysis #Statistical fluctuations #Statistical hypothesis testing #Statistical model #Statistical significance #astro-ph.CO
85. Application of finite mixture models for vehicle crash data analysis
    2009/04/10 by Byung-Jung Park, Dominique Lord · 3 citations
    Computer Science · Engineering · Mathematics · #Bayesian Methods and Mixture Models #Computer science #Count data #Crash #Data mining #Dispersion (optics) #Econometrics #Mathematics #Mixture model #Negative binomial distribution #Poisson distribution #Poisson regression #Population #Quasi-likelihood #Regression #Regression analysis #Statistical Methods and Bayesian Inference #Statistical model #Statistics #Traffic and Road Safety
86. Bayesian Analysis of Radiocarbon Dates
    2009/01/01 by Christopher Bronk Ramsey · 434 citations
    Computer Science · Earth and Planetary Sciences · Mathematics · #Algorithm #Archaeology and ancient environmental studies #Artificial intelligence #Bayesian inference #Bayesian probability #Bayesian statistics #Calibration #Computer science #Data mining #Geology #Image Processing and 3D Reconstruction #Mathematics #Modular design #Paleontology #Radiocarbon dating #Simple (philosophy) #Statistical model #Statistics
87. Prognostics Methods for Battery Health Monitoring Using a Bayesian Framework
    2008/10/22 by Bhaskar Saha, B. Saha, K. Goebel +5 · 16 citations
    Engineering · Mathematics · #Advanced Battery Technologies Research #Artificial intelligence #Battery (electricity) #Bayesian inference #Bayesian probability #Computer science #Data mining #Engineering #Fault Detection and Control Systems #Inference #Kalman filter #Machine learning #Mathematics #Measure (data warehouse) #Particle filter #Probabilistic logic #Prognostics #Relevance (law) #Relevance vector machine #Reliability and Maintenance Optimization #Reliability engineering #State of health #State vector #Statistical inference #Statistical model #Statistics #Support vector machine
88. Searching for Narrow Emission Lines in X‐Ray Spectra: Computation and Methods
    2008/08/23 by Taeyoung Park, David A. van Dyk, Aneta Siemiginowska · 1 citation
    Environmental Science · Mathematics · Physics and Astronomy · #Advanced Statistical Methods and Models #Algorithm #Approximate Bayesian computation #Artificial intelligence #Bayesian inference #Bayesian probability #Computer science #Gaussian #Inference #Markov chain Monte Carlo #Mathematics #Physics #Poisson distribution #Posterior probability #Soil Geostatistics and Mapping #Statistical and numerical algorithms #Statistical hypothesis testing #Statistical inference #Statistical model #Statistical physics #Statistics #astro-ph
89. Machine Learning Methods Without Tears: A Primer for Ecologists
    2008/06/01 by Julian D. Olden, Julian D. Olden, Joshua J. Lawler +3 · 44 citations
    Computer Science · Environmental Science · Mathematics · #Artificial intelligence #Artificial neural network #Biology #Class (philosophy) #Computer science #Data Analysis with R #Ecology #Field (mathematics) #Fire effects on ecosystems #Machine learning #Management science #Mathematics #Species Distribution and Climate Change #Statistical model
90. Predicting motor vehicle crashes using Support Vector Machine models
    2008/05/24 by Xiugang Li, Dominique Lord, Yunlong Zhang +1 · 12 citations
    Engineering · Mathematics · #Artificial intelligence #Artificial neural network #Bayesian probability #Computer science #Crash #Data mining #Engineering #IoT and GPS-based Vehicle Safety Systems #Machine learning #Mathematics #Predictive modelling #Regression analysis #Statistical model #Support vector machine #Traffic Prediction and Management Techniques #Traffic and Road Safety #Variable (mathematics)

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