OALib Journal期刊
ISSN: 2333-9721
费用:99美元
|
|
|
在arfima模型中使用小波的另一种极大似然估计
, PP. 16-21
Keywords: arfima模型,离散小波变换(dwt),相合性,渐近正态性
Abstract:
用小波变换方法提出arfima(p,d,q)模型中分形差分参数d的另一种极大似然估计(mle).这种极大似然估计被证明是相合的和渐近正态的.仿真结果显示这种极大似然估计偏差较小,并且与tse的估计值相比较有更小的根均方误差(rmse),该方法估计长记忆时间序列是有效的.
References
[1] | bailliert.long-memoryprocessesandfractionalintegrationineconometrics[j].journalofeconometrics,1996,73(1):5-59.
|
[2] | mccoyej,waldenat.waveletanalysisandsynthesisofstationarylong-memoryprocesses[j].journalofcomputationalandgraphicalstatistics,1996,5(1):26-56.
|
[3] | markjjensen.analternativemaximumlikelihoodestimatoroflong-memoryprocessesusingcompactlysupportedwavelets[j].journalofeconomicdynamicscontro,l2000,24(3):361-387.
|
[4] | peterfcraigmile,peterguttorp,donaldbperciva.lwavelet-basedparameterestimationforpolynomialcontaminatedfractionallydifferencedprocesses[j].ieeetransactionsonsignalprocessing,2005,53(8):3151-3161.
|
[5] | tseyk,anhvv,tiengq.maximumlikelihoodestimationofthefractionaldifferencingparameterinanarfimamodelusingwavelets[j].mathematicsandcomputersinsimulation,2002,59(1/3):153-161.
|
[6] | hoskingjrm.fractionaldifferencing[j].biometrika,1981,68(1):165-176.
|
[7] | brockwellp,davisr.timeseries:theoryandmethods[m].2nded.newyork:springer,1991.
|
[8] | lehmannel.theoryofpointestimation[m].newyork:wiley,1983.
|
[9] | donaldbperciva,landrewtwalden.waveletmethodsfortimeseriesanalysis[m].cambridge:cambridgeuniversitypress,2000.
|
Full-Text
|
|
Contact Us
service@oalib.com QQ:3279437679 
WhatsApp +8615387084133
|
|