LEADER 02536nam  22004575  450 
001 9910303447503321
005 20181231100829.0
010   $a981-13-3609-1
024 7 $a10.1007/978-981-13-3609-6
035   $a(CKB)4100000007334884
035   $a(MiAaPQ)EBC5627329
035   $a(DE-He213)978-981-13-3609-6
035   $a(EXLCZ)994100000007334884
100   $a20181231d2018      u|             0
101 0 $aeng
135   $aurcnu||||||||
181   $ctxt$2rdacontent
182   $cc$2rdamedia
183   $acr$2rdacarrier
200 10$aBayesian Claims Reserving Methods in Non-life Insurance with Stan$b[electronic resource] $eAn Introduction /$fby Guangyuan Gao
210  1$aSingapore :$cSpringer Singapore :$cImprint: Springer,$d2018.
215   $a1 online resource (205 pages)
311   $a981-13-3608-3 
327   $aChapter1 Introduction -- Chapter2 Bayesian Fundamentals -- Chapter3 Advanced Bayesian Computation -- Chapter4 Bayesian Chain Ladder Models -- Chapter5 Bayesian Basis Expansion Models -- Chapter6 Multivariate Modelling Using Copulas -- Chapter7 Epilogue.
330   $aThis book first provides a review of various aspects of Bayesian statistics. It then investigates three types of claims reserving models in the Bayesian framework: chain ladder models, basis expansion models involving a tail factor, and multivariate copula models. For the Bayesian inferential methods, this book largely relies on Stan, a specialized software environment which applies Hamiltonian Monte Carlo method and variational Bayes. .
606   $aStatistics
606   $aEconomic theory
606   $aBayesian Inference$3http://scigraph.springernature.com/things/product-market-codes/S18000
606   $aStatistics for Business, Management, Economics, Finance, Insurance$3http://scigraph.springernature.com/things/product-market-codes/S17010
606   $aEconomic Theory/Quantitative Economics/Mathematical Methods$3http://scigraph.springernature.com/things/product-market-codes/W29000
615  0$aStatistics.
615  0$aEconomic theory.
615 14$aBayesian Inference.
615 24$aStatistics for Business, Management, Economics, Finance, Insurance.
615 24$aEconomic Theory/Quantitative Economics/Mathematical Methods.
676   $a519.542
700   $aGao$b Guangyuan$4aut$4http://id.loc.gov/vocabulary/relators/aut$0767968
906   $aBOOK
912   $a9910303447503321
996   $aBayesian Claims Reserving Methods in Non-life Insurance with Stan$91563870
997   $aUNINA