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020 _a9783642333057
_9978-3-642-33305-7
024 7 _a10.1007/978-3-642-33305-7
_2doi
050 4 _aQA639.5-640.7
050 4 _aQA640.7-640.77
072 7 _aPBMW
_2bicssc
072 7 _aPBD
_2bicssc
072 7 _aMAT012020
_2bisacsh
072 7 _aMAT008000
_2bisacsh
082 0 4 _a516.1
_223
245 1 0 _aStochastic Geometry, Spatial Statistics and Random Fields
_h[electronic resource] :
_bAsymptotic Methods /
_cedited by Evgeny Spodarev.
264 1 _aBerlin, Heidelberg :
_bSpringer Berlin Heidelberg :
_bImprint: Springer,
_c2013.
300 _aXXIV, 446 p. 105 illus., 27 illus. in color.
_bonline resource.
336 _atext
_btxt
_2rdacontent
337 _acomputer
_bc
_2rdamedia
338 _aonline resource
_bcr
_2rdacarrier
347 _atext file
_bPDF
_2rda
490 1 _aLecture Notes in Mathematics,
_x0075-8434 ;
_v2068
505 0 _a1 Foundations of stochastic geometry and theory of random sets -- 2 Introduction into integral geometry and stereology -- 3 Spatial point patterns – models and statistics -- 4 Asymptotic methods in statistics of random point processes -- 5 Random tessellations and Cox processes -- 6 Asymptotic methods for random tessellations -- 7 Random polytopes -- 8 Limit theorems in discrete stochastic geometry -- 9 Introduction to random fields -- 10 Central limit theorems for weakly dependent random fields -- 11 Strong limit theorems for increments of random fields -- 12 Geometry of large random trees: SPDE approximation.
520 _aThis volume provides a modern introduction to stochastic geometry, random fields and spatial statistics at a (post)graduate level. It is focused on asymptotic methods in geometric probability including weak and strong limit theorems for random spatial structures (point processes, sets, graphs, fields) with applications to statistics. Written as a contributed volume of lecture notes, it will be useful not only for students but also for lecturers and researchers interested in geometric probability and related subjects.
650 0 _aMathematics.
650 0 _aConvex geometry.
650 0 _aDiscrete geometry.
650 0 _aProbabilities.
650 0 _aStatistics.
650 1 4 _aMathematics.
650 2 4 _aConvex and Discrete Geometry.
650 2 4 _aProbability Theory and Stochastic Processes.
650 2 4 _aStatistical Theory and Methods.
700 1 _aSpodarev, Evgeny.
_eeditor.
710 2 _aSpringerLink (Online service)
773 0 _tSpringer eBooks
776 0 8 _iPrinted edition:
_z9783642333040
830 0 _aLecture Notes in Mathematics,
_x0075-8434 ;
_v2068
856 4 0 _uhttp://dx.doi.org/10.1007/978-3-642-33305-7
912 _aZDB-2-SMA
912 _aZDB-2-LNM
942 _2Dewey Decimal Classification
_ceBooks
999 _c46295
_d46295