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Philosophical Transactions of the Royal Society A: Mathematical, Physical and Engineering Sciences, ISSN 1364-503X, 04/2016, Volume 374, Issue 2065, p. 20150202
Large datasets are increasingly common and are often difficult to interpret. Principal component analysis (PCA) is a technique for reducing the dimensionality... 
Dimension reduction | Eigenvectors | Multivariate analysis | Palaeontology | SPARSE PCA | palaeontology | dimension reduction | multivariate analysis | MULTIDISCIPLINARY SCIENCES | eigenvectors | 1008 | 144 | 1005 | Review | 175
Journal Article
2013, Greek culture in the Roman world, ISBN 1107012058, xxiii, 412
"By engaging with recent developments in the study of empires, this book examines how inhabitants of Roman imperial Syria reinvented expressions and... 
History | Syria CivilizationGreek influences | Identity (Psychology) | Syria History | Syria CivilizationRoman influences | Group identity | Civilization | 333 B.C.-634 A.D | Greek influences | Roman influences | To 1500 | Syria
Book
Philosophical Transactions of the Royal Society A: Mathematical, Physical and Engineering Sciences, ISSN 1364-503X, 04/2016, Volume 374, Issue 2065, p. 20150203
Deep convolutional networks provide state-of-the-art classifications and regressions results overmany high-dimensional problems. We review their architecture,... 
Deep convolutional neural networks | Learning | Wavelets | learning | deep convolutional neural networks | MULTIDISCIPLINARY SCIENCES | wavelets | 1008 | 146 | 1003 | Review | 175
Journal Article
2014, Women in antiquity, ISBN 0195379411, 248
Book
2011, 2nd ed., ISBN 1609181824, xxi, 490
Book
Royal Society Open Science, ISSN 2054-5703, 08/2019, Volume 6, Issue 8, p. 191249
Journal Article
Royal Society Open Science, ISSN 2054-5703, 11/2014, Volume 1, Issue 3, p. 140216
If you use p=0.05 to suggest that you have made a discovery, you will be wrong at least 30% of the time. If, as is often the case, experiments are... 
False discovery rate | Significance tests | Reproducibility | Statistics | significance tests | false discovery rate | reproducibility | MULTIDISCIPLINARY SCIENCES | statistics
Journal Article
Proceedings of the Royal Society A: Mathematical, Physical and Engineering Sciences, ISSN 1364-5021, 07/2015, Volume 471, Issue 2179, p. 20150142
We deliver a call to arms for probabilistic numerical methods: algorithms for numerical tasks, including linear algebra, integration, optimization and solving... 
Probability | Inference | Statistics | Numerical methods | numerical methods | ALGORITHMS | inference | probability | MULTIDISCIPLINARY SCIENCES | statistics | 1008 | 175
Journal Article
2010, Linguistic inquiry monographs, ISBN 0262140977, xii, 244
A view of the locality conditions on vowel harmony, aligning empirical phenomena within phonology with the principles of the Minimalist program. 
Vowel harmony | Grammar, Comparative and general | Linguistics | LANGUAGE ARTS & DISCIPLINES | Phonetics
Book
Royal Society open science, ISSN 2054-5703, 03/2018, Volume 5, Issue 3, p. 180100
[This corrects the article DOI: 10.1098/rsos.171085.]. 
Journal Article
Proceedings of the Royal Society A: Mathematical, Physical and Engineering Sciences, ISSN 1364-5021, 07/2018, Volume 474, Issue 2215, p. 20170631
Recently, Cox and Battey (2017 Proc. Natl Acad. Sci. USA 114, 8592-8595 (doi: 10.1073/pnas.1703764114)) outlined a procedure for regression analysis when there... 
Sparsity | Genomics | Regression analysis | genomics | sparsity | MULTIDISCIPLINARY SCIENCES | regression analysis | 1008 | 175
Journal Article
Royal Society Open Science, ISSN 2054-5703, 09/2016, Volume 3, Issue 9, p. 160384
Poor research design and data analysis encourage false-positive findings. Such poor methods persist despite perennial calls for improvement, suggesting that... 
Campbell’s law | Replication | Incentives | Cultural evolution | Metascience | Statistical power | replication | Campbell's Law | PUBLICATION | MULTIDISCIPLINARY SCIENCES | PSYCHOLOGICAL-RESEARCH | PUBLISH | FUTURE | incentives | INCREASE | statistical power | CRISIS | INDEX | metascience | cultural evolution
Journal Article
Philosophical Transactions of the Royal Society A, ISSN 1364-503X, 02/2013, Volume 371, Issue 1984, p. 20110534
Journal Article
PHILOSOPHICAL TRANSACTIONS OF THE ROYAL SOCIETY A-MATHEMATICAL PHYSICAL AND ENGINEERING SCIENCES, ISSN 1364-503X, 02/2020, Volume 378, Issue 2164, p. 20190159
This paper considers the relationship between thermodynamics, information and inference. In particular, it explores the thermodynamic concomitants of belief... 
information geometry | MULTIDISCIPLINARY SCIENCES | Bayesian | thermodynamics | Markov blanket | variational inference | FREE-ENERGY | 44 | 185 | 174 | 175 | 1008 | Markov blanket | 1003 | 6 | 119 | 1009
Journal Article
Philosophical Transactions of the Royal Society A: Mathematical, Physical and Engineering Sciences, ISSN 1364-503X, 11/2009, Volume 367, Issue 1906, pp. 4237 - 4253
Modern applications of statistical theory and methods can involve extremely large datasets, often with huge numbers of measurements on each of a comparatively... 
MATHEMATICS | statistics | Cluster analysis | High-dimensional data | Regression | Sparsity | Bayesian analysis | Classification | Linear Models | Bayes Theorem | Statistics as Topic - methods | 1008 | regression | high-dimensional data | sparsity | classification | cluster analysis | 175
Journal Article
Philosophical Transactions of the Royal Society A: Mathematical, Physical and Engineering Sciences, ISSN 1364-503X, 05/2016, Volume 374, Issue 2068, p. 20150234
Dzhafarov et al. (Dzhafarov et al. 2016 Phil. Trans. R. Soc. A 374, 20150099. (doi:10.1098/rsta.2015.0099)) reviewed several behavioural datasets imitating the... 
Contextuality | Cyclic systems | Consistent connectedness | HIDDEN-VARIABLES | cyclic systems | contextuality | consistent connectedness | QUANTUM | MULTIDISCIPLINARY SCIENCES | 1008 | 1003 | 159 | 119 | 182 | 120 | 175 | 1009
Journal Article
Philosophical Transactions of the Royal Society A: Mathematical, Physical and Engineering Sciences, ISSN 1364-503X, 11/2017, Volume 375, Issue 2106, p. 20160389
Random variables representing measurements, broadly understood to include any responses to any inputs, form a system in which each of them is uniquely... 
Contextuality | Canonical systems | Dichotomization | Measurements | Direct influences | direct influences | contextuality | canonical systems | dichotomization | MULTIDISCIPLINARY SCIENCES | measurements | 1008 | 159 | 120 | 175 | 1009
Journal Article
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