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1. Statistical inference
: based on the likelihood
by Azzalini, Adelchi
1996, 1, Monographs on statistics and applied probability, ISBN 9780412606502, Volume 68., x, 341
Mathematical statistics | Statistical Theory & Methods | Probabilities
Book
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2. Inference, asymptotics, and applications
: selected papers of Ib Michael Skovgaard, with introductions by his colleagues
by Skovgaard, Ib M, author and Reid, N., editor and Martinussen, Torben, editor
2017, ISBN 9789813207875, xvi, 347 pages
Approximation theory | Asymptotic theory | Mathematical statistics | Stochastic processes | Nonparametric statistics
Book
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3. Full Text Stochastic variational inference
by Hoffman, Matthew D and Blei, David M and Wang, Chong and Paisley, John
Journal of machine learning research, ISSN 1532-4435, 05/2013, Volume 14, pp. 1303 - 1347
Bayesian nonparametrics | Topicmodels | Variational inference | Bayesian inference | Stochastic optimization | Automation & Control Systems | Computer Science, Artificial Intelligence | Technology | Computer Science | Science & Technology
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4. The elements of statistical learning
: data mining, inference, and prediction
by Hastie, Trevor and Tibshirani, Robert and Friedman, J. H
2009, 2nd ed., Springer series in statistics, ISBN 0387848576, xxii, 745
Methodology | Machine learning | Inference | Data mining | Statistics | Bioinformatics | Forecasting | Computational intelligence | Supervised learning (Machine learning) | Mathematical statistics
Book
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5. Full Text Instruments for Causal Inference: An Epidemiologist's Dream?
by Miguel A. Hernán and James M. Robins
Epidemiology (Cambridge, Mass.), ISSN 1044-3983, 7/2006, Volume 17, Issue 4, pp. 360 - 372
Contrafactuals | Physicians | Directed acyclic graphs | Inference | Instrumental variables estimation | Instrumental variables | Epidemiology | Observational studies | Estimators | Consistent estimators | Life Sciences & Biomedicine | Public, Environmental & Occupational Health | Science & Technology | Public health. Hygiene-occupational medicine | Public health. Hygiene | Biological and medical sciences | Miscellaneous | Medical sciences | Epidemiologic Studies | Confounding Factors (Epidemiology) | Double-Blind Method | Bias | Statistics, Nonparametric | Probability | Practice Patterns, Physicians | Models, Statistical | Randomized Controlled Trials as Topic | Index Medicus
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6. Full Text Statistical inference for stochastic simulation models – theory and application
by Hartig, Florian and Calabrese, Justin M and Reineking, Björn and Wiegand, Thorsten and Huth, Andreas
Ecology letters, ISSN 1461-023X, 08/2011, Volume 14, Issue 8, pp. 816 - 827
inverse modelling | likelihood‐free inference | likelihood approximation | Bayesian statistics | indirect inference | maximum likelihood | model selection | parameter estimation | stochastic simulation | intractable likelihood | Indirect inference | Parameter estimation | Likelihood-free inference | Likelihood approximation | Intractable likelihood | Model selection | Stochastic simulation | Maximum likelihood | Inverse modelling | Environmental Sciences & Ecology | Ecology | Life Sciences & Biomedicine | Science & Technology | Fundamental and applied biological sciences. Psychology | General aspects | Animal, plant and microbial ecology | General aspects. Techniques | Biological and medical sciences | Methods and techniques (sampling, tagging, trapping, modelling...) | Animal and plant ecology | Markov Chains | Algorithms | Computer Simulation | Ecosystem | Bayes Theorem | Statistics, Nonparametric | Models, Statistical | Monte Carlo Method | Computer simulation | Models | Computer-generated environments | Boundary conditions | Statistical inference | Stochastic models | Index Medicus | Bayesian analysis
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7. Inference and prediction in large dimensions
by Bosq, Denis
2007, 1st ed., Wiley Series in Probability and Statistics, ISBN 0470017619, x, 316
MATHEMATICS | Probability & Statistics | General | Prediction theory | Stochastic processes | Nonparametric statistics | Estimation theory
Book
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8. Full Text Simultaneous Inference in General Parametric Models
by Hothorn, Torsten and Bretz, Frank and Westfall, Peter
Biometrical journal, ISSN 0323-3847, 06/2008, Volume 50, Issue 3, pp. 346 - 363
Robust statistics | Multivariate normal distribution | Adjusted p ‐values | Multiple tests | Multiple comparisons | Simultaneous confidence intervals | Adjusted p-values | Statistics & Probability | Physical Sciences | Mathematics | Life Sciences & Biomedicine | Science & Technology | Mathematical & Computational Biology | General topics | Applications | Exact sciences and technology | Nonparametric inference | Probability and statistics | Statistics | Parametric inference | Biology, psychology, social sciences | Sciences and techniques of general use | Data Interpretation, Statistical | Humans | Models, Statistical | Index Medicus
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9. Full Text Causal Inference in Sociological Research
by Markus Gangl
Annual review of sociology, ISSN 0360-0572, 1/2010, Volume 36, Issue 1, pp. 21 - 47
Contrafactuals | Economic models | Observational research | Social research | Theory and Methods | Analytical estimating | Population estimates | Inference | Instrumental variables estimation | Modeling | Estimators | treatment effects | endogeneity | counterfactual model | identification | unobserved heterogeneity | nonparametric estimation | History and organization of sociology | Organization of profession, research and teaching. Deontology. Sociology of sociology. Epistemology | Sociology | History, theory and methodology | Causal inference | Sociological research | Research | Methods | Models | Social sciences
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10. Full Text Fundamentals of Nonparametric Bayesian Inference
by Ghosal, Subhashis and van der Vaart, Aad
06/2017, Cambridge Series in Statistical and Probabilistic Mathematics, ISBN 9780521878265, Volume 44, 672
Nonparametric statistics | Bayesian statistical decision theory
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11. Nonparametric inference
by Govindarajulu, Z
2007, ISBN 981270034X, xxi, 669
Nonparametric statistics
Book
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12. Full Text Bayesian Nonparametric Modeling for Causal Inference
by Hill, Jennifer L
Journal of computational and graphical statistics, ISSN 1061-8600, 01/2011, Volume 20, Issue 1, pp. 217 - 240
Causal inference | Nonparametrics | Bayesian | Musical intervals | Observational research | Linear regression | Bayesian Nonparametrics | Inference | Statistical estimation | Nonparametric models | Modeling | Interval estimators | Estimators | Estimation methods | Statistics & Probability | Physical Sciences | Mathematics | Science & Technology | Studies | Simulation | Statistical inference | Regression analysis | Estimating techniques | Causality | Bayesian analysis
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13. Full Text Modes of parametric statistical inference
by Geisser, Seymour and Johnson, Wesley O
2006, Wiley series in probability and statistics, ISBN 9780471667261, 218
Mathematical statistics | Distribution (Probability theory) | Probabilities
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