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1993, 1, Monographs on statistics and applied probability (Series), ISBN 9780412034718, Volume 55, xii, 264
The author's research has been directed towards inference involving observables rather than parameters... 
Prediction theory | Analysis of variance | Probability Theory & Applications
Book
2010, Institute of mathematical statistics monographs, ISBN 0521192498, Volume 1, xii, 263
We live in a new age for statistical inference, where modern scientific technology such as microarrays and fMRI machines routinely produce thousands and sometimes millions of parallel data sets, each... 
Bayesian statistical decision theory | Economics | Study and teaching
Book
Neural computation, ISSN 1530-888X, 2017, Volume 29, Issue 1, pp. 1 - 49
Journal Article
Foundations and trends in machine learning, ISSN 1935-8237, 2016, Volume 9, Issue 2-3, pp. 119 - 247
.... Bayesian methods are an excellent fit for this demand, but scaling Bayesian inference is a challenge... 
Demand | Approximation | Computation | Mathematical analysis | Scaling | Mathematical models | Statistical inference | Bayesian analysis
Journal Article
Trends in cognitive sciences, ISSN 1364-6613, 2010, Volume 14, Issue 9, pp. 425 - 432
Until recently, the question of how the brain performs causal inference has been studied primarily in the context of cognitive reasoning... 
Neurology | Psychiatry | CUE | INTEGRATION | INFORMATION | ADAPTATION | BEHAVIORAL SCIENCES | MODEL | COMBINATION | NEUROSCIENCES | PSYCHOLOGY, EXPERIMENTAL | BAYESIAN-INFERENCE | Humans | Cognition - physiology | Perception - physiology | Psychological Tests | Models, Neurological | Normal Distribution | Thinking - physiology
Journal Article
Reviews of modern physics, ISSN 1539-0756, 2011, Volume 83, Issue 3, pp. 943 - 999
Journal Article
Ecology letters, ISSN 1461-0248, 2004, Volume 7, Issue 6, pp. 509 - 520
Journal Article
Journal of machine learning research, ISSN 1532-4435, 05/2013, Volume 14, pp. 1303 - 1347
Journal Article
Psychological review, ISSN 0033-295X, 4/2007, Volume 114, Issue 2, pp. 245 - 272
Journal Article
2009, ISBN 0123748542, xiii, 339
This text is written to provide a mathematically sound but accessible and engaging introduction to Bayesian inference specifically for environmental scientists, ecologists and wildlife biologists... 
Bayesian statistical decision theory | Ecology | Statistical methods | Mathematical models
Book