000 02597nas a22003615i 4500
001 1573-1375
003 DE-He213
005 20260610082534.0
007 cr nn 008mamaa
008 150723s||||||||xxuuu poo|||||| b|EN |d
022 _a1573-1375
024 7 _a10.1007/11222.1573-1375
_2doi
210 1 0 _aStat Comput
245 1 0 _aStatistics and Computing
_h[electronic resource] /
_cedited by Mark Girolami, Ajay Jasra.
264 1 _aNew York :
_bSpringer US :
_bImprint: Springer.
300 _bonline resource.
520 _aStatistics and Computing is a bi-monthly refereed journal which publishes papers covering the range of the interface between the statistical and computing sciences. In particular, it addresses the use of statistical concepts in computing science, for example in machine learning, computer vision and data analytics, as well as the use of computers in data modelling, prediction and analysis. Specific topics which are covered include: techniques for evaluating analytically intractable problems such as bootstrap resampling, Markov chain Monte Carlo, sequential Monte Carlo, approximate Bayesian computation,  search and optimization methods, stochastic simulation and Monte Carlo, graphics, computer environments, statistical approaches to software errors, information retrieval, machine learning, statistics of databases and database technology, huge data sets and big data analytics, computer algebra, graphical models, image processing, tomography, inverse problems and uncertainty quantification. In addition, the journal contains original research reports, authoritative review papers, discussed papers, and occasional special issues on particular topics or carrying proceedings of relevant conferences. Statistics and Computing also publishes book review and software review sections.
650 0 _aMathematical statistics—Data processing.
650 0 _aArtificial intelligence.
650 0 _aStatistics .
650 0 _aComputer science—Mathematics.
650 0 _aMathematical statistics.
650 1 4 _aStatistics and Computing.
650 2 4 _aArtificial Intelligence.
650 2 4 _aStatistical Theory and Methods.
650 2 4 _aProbability and Statistics in Computer Science.
700 1 _aGirolami, Mark.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
700 1 _aJasra, Ajay.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
710 2 _aSpringerLink (Online service)
776 0 8 _iPrinted version:
_x0960-3174
856 4 0 _uhttps://doi.org/10.1007/11222.1573-1375
_zHybrid
999 _c4502
_d4502