MARC Record from marc_columbia

LEADER: 04596cam a2200589Ma 4500
001 15069675
005 20220703231527.0
006 m o d
007 cr cnu||||||||
008 050829s2004 flua obs 000 0 eng d
035 $a(OCoLC)ocn123402369
035 $a(NNC)15069675
040 $aN$T$beng$epn$cNJR$dBAKER$dN$T$dYDXCP$dIDEBK$dOCLCQ$dTULIB$dOCLCF$dCRCPR$dOCLCQ$dOCLCO$dOCLCQ$dUAB$dU3W$dERL$dOCLCQ$dYUS$dTYFRS$dLEAUB$dOL$$dOCLCQ$dOCLCO
019 $a61365644$a779915201$a1031041555$a1102534338
020 $a1584882654
020 $a9781584882657
020 $a0203496930$q(electronic bk.)
020 $a9780203496930$q(electronic bk.)
020 $a9781135442286
020 $a1135442282
020 $a9781135442231
020 $a1135442231
020 $a9781135442279
020 $a1135442274
035 $a(OCoLC)123402369$z(OCoLC)61365644$z(OCoLC)779915201$z(OCoLC)1031041555$z(OCoLC)1102534338
050 4 $aQA274.42$b.M65 2004
072 7 $aMAT$x029040$2bisacsh
082 04 $a519.2/3$222
049 $aZCUA
100 1 $aMøller, Jesper.
245 10 $aStatistical inference and simulation for spatial point processes /$cJesper Møller, Rasmus Plenge Waagepetersen.
260 $aBoca Raton :$bChapman & Hall/CRC,$c©2004.
300 $a1 online resource (xv, 300 pages) :$billustrations
336 $atext$btxt$2rdacontent
337 $acomputer$bc$2rdamedia
338 $aonline resource$bcr$2rdacarrier
500 $aTitle from PDF title page (viewed January 30, 2007).
504 $aIncludes bibliographical references.
505 0 $aEXAMPLES OF SPATIAL POINT PATTERNS -- INTRODUCTION TO POINT PROCESSES -- Point Processes on R^d -- Marked Point Processes and Multivariate Point Processes -- Unified Framework -- Space-Time Processes -- POISSON POINT PROCESSES -- Basic Properties -- Further Results -- Marked Poisson Processes -- SUMMARY STATISTICS -- First and Second Order Properties -- Summary Statistics -- Nonparametric Estimation -- Summary Statistics for Multivariate Point Processes -- Summary Statistics for Marked Point Processes -- COX PROCESSES -- Definition and Simple Examples -- Basic Properties -- Neyman-Scott Processes as Cox Processes -- Shot Noise Cox Processes -- Approximate Simulation of SNCPs -- Log Gaussian Cox Processes -- Simulation of Gaussian Fields and LGCPs -- Multivariate Cox Processes -- MARKOV POINT PROCESSES -- Finite Point Processes with a Density -- Pairwise Interaction Point Processes -- Markov Point Processes -- Extensions of Markov Point Processes to R^d -- Inhomogeneous Markov Point Processes -- Marked and Multivariate Markov Point Processes -- METROPOLIS-HASTINGS ALGORITHMS -- Description of Algorithms -- Background Material for Markov Chains -- Convergence Properties of Algorithms -- SIMULATION-BASED INFERENCE -- Monte Carlo Methods and Output Analysis -- Estimation of Ratios of Normalising Constants -- Approximate Likelihood Inference Using MCMC -- Monte Carlo Error -- Distribution of Estimates and Hypothesis Tests -- Approximate MissingData Likelihoods -- INFERENCE FOR MARKOV POINT PROCESSES -- Maximum Likelihood Inference -- Pseudo Likelihood -- Bayesian Inference -- INFERENCE FOR COX PROCESSES -- Minimum Contrast Estimation -- Conditional Simulation and Prediction -- Maximum Likelihood Inference -- Bayesian Inference -- BIRTH-DEATH PROCESSES AND PERFECT SIMULATION -- Spatial Birth-Death Processes -- Perfect Simulation -- APPENDICES -- History, Bibliography, and Software -- Measure Theoretical Details -- Moment Measures and Palm Distributions -- Perfect Simulation of SNCPs -- Simulation of Gaussian Fields -- Nearest-Neighbour Markov Point Processes -- Results for Spatial Birth-Death Processes -- References -- Subject Index -- Notation Index.
650 0 $aPoint processes.
650 0 $aSpatial analysis (Statistics)
650 6 $aProcessus ponctuels.
650 6 $aAnalyse spatiale (Statistique)
650 7 $aspatial analysis.$2aat
650 7 $aMATHEMATICS$xProbability & Statistics$xStochastic Processes.$2bisacsh
650 7 $aPoint processes.$2fast$0(OCoLC)fst01068105
650 7 $aSpatial analysis (Statistics)$2fast$0(OCoLC)fst01128784
655 4 $aElectronic books.
700 1 $aWaagepetersen, Rasmus Plenge.
776 08 $iPrint version:$aMøller, Jesper.$tStatistical inference and simulation for spatial point processes.$dBoca Raton : Chapman & Hall/CRC, ©2004$z1584882654$w(DLC) 2003058463$w(OCoLC)52623760
856 40 $uhttp://www.columbia.edu/cgi-bin/cul/resolve?clio15069675$zTaylor & Francis eBooks
852 8 $blweb$hEBOOKS