OALib Journal期刊
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广义logistic回归模型bayes分析及其在林木存活率预报中的应用
DOI: 10.3969/j.jssn.1000-2006.2010.02.010, PP. 47-50
Keywords: 广义logistic回归模型,mcmc,metroplis?hastings算法,林木存活率
Abstract:
通过因子分析的方法来解释观测变量的相关性,这种方法是通过引入潜在变量来直接刻画相关性。基于bayes统计原理、方法用来解决模型的参数估计问题和统计推断,采用markovchainsmontecarlo(mcmc)进行统计计算。随机模拟的结果表明所提出的林木存活率预测方法是有效的。最后利用该方法对山西沁水县沁水林场的林木存活率与林分的鼠兔数关系进行了分析。
References
[1] | agrestia.categoricaldataanalysis[m].newyork:johnwileyandsonsinc,2002.
|
[2] | webc.exponentialfamilynonlinearmodels[m].singapore:springer,1998.
|
[3] | 熊林平,曹秀堂,徐勇勇,等.纵向观测二分类数据的广义线性模型分析[j].第二军医大学学报,1999,20(7):483-485.
|
[4] | 曹铭昌,周广胜,翁恩生.广义模型及分类回归树在物种分布模拟中的应用与比较[j].生态学报,2005,25(8):2031-2040.
|
[5] | choit,schervishmj,schmittka,etal.abayesianapproachtologisticregressionmodelwithincompleteinformation[j].biometrics,2008,64(2):424-431.
|
[6] | bollenka.structuralequationswithlatentvariable[m].newyork:wiley,1989.
|
[7] | bergerjo.statisticaldecisiontheoryandbayesiananalysis[m].newyork:springer?verlag,1980.
|
[8] | metropolisn,rosenbluthaw,rosenbluthmn,etal.equationsofstatecalculationsbufastcomputingmachines[j].journalofchemicalphysics,1953,21:1807-1092.
|
[9] | tierneyl.markovchainsforexploringposteriordistributions(withdiscussion)[j].theannalsofstatistics,1994,22:1701-1786.
|
[10] | gelmana,mengxl.simulatingnormalizingconstants:fromimportancesamplingtobridgesamplingtopathingsampling[j].statisticalsciences,1998,13,163-185.
|
[11] | leesy.structuralequationmodeling:abayesianperspective[m].singapore:johnwiley,2007.
|
[12] | gilkswr,richardsons,spiegelhalterdj.makovchainmontecarloinpractice[c]//london,england:chapmanandhall,1996.
|
[13] | tannerma,wongwh.thecalculationofposteriordistributionsbydataaugmentation(withdiscussion)[j].journaloftheamericanstatisticalassociation,1987,8:528-550.
|
[14] | gemans,gemand.stochasticrelaxation,gibbsdistribution,andthebayesianrestorationofimages[c]//ieeetransactionsonpatternanalysisandmachineintelligence,1984.
|
[15] | hastingswk.montecarlosamplingmethodsusingmarkovchainsandtheirapplications[j].biometrika,1970,57:97-100.
|
[16] | 郭爱花,陈钰,符利勇.野兔对人工幼林危害的研究[j].山东林业科技,2009,39(1):54-55.
|
[17] | kassre,rafteryae.bayesfactors[j].journaloftheamericanstatisticalassociation,1995,90:773-795.
|
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