期刊文献+

基于Markov模型的中国高端卷烟产品销量预测研究 被引量:2

Research on Ultra Cigarette Sales Prediction Based on Markov Model in China
在线阅读 下载PDF
导出
摘要 本文通过对全国调拨价每条100元以上的卷烟销量进行分析,预测出未来几年内其销量增长的趋势。笔者依据历年销量的增长率不同将其划分为不同的状态,计算出状态之间的转移概率矩阵,并构造出销量增长率的马尔可夫模型,求出其销量增长率的期望值,通过对比近两年的实际销量值计算出其预测销量的误差,为未来几年卷烟销量的预测提供参考,同时此模型适用于中国中低端卷烟的销量预测,研究结果对于全国烟草行业的营销实践具有参考价值。 In order to predict the tendency of tobacco sale growth in following years, the article uses the national tobacco sale's data to analyses, which the tobacco transfer price tagged with¥100 or up¥100. Thus, we firstly divided the previous sale's growth rate into different conditions and calculated the transition probability matrix between the different states. Secondly, we structured the Markov model of the sale's growth rate and gave out their expectations. Finally we figured out the predicted sale's errors in order to provide the references to the sale's forecast in following years, which is through contrasting the actual sale's vale in recent two years. At the same time, the Markov model can also be applied to predict the low-end tobacco sale's tendency and the result will have reference value to national tobacco industry marketing.
出处 《价值工程》 2012年第29期135-137,共3页 Value Engineering
基金 云南省教育厅科学研究基金项目(2011J081)(第一负责人:梁武超)
关键词 高端卷烟 销量 预测 MARKOV模型 ultra cigarette sales prediction Markov model
  • 相关文献

参考文献9

二级参考文献21

  • 1武永祥,王学涵.房地产开发.北京:中国建筑工业出版社,2003.
  • 2李裕奇.随机过程.北京:清华大学出版社,2002.
  • 3ZHAO Wen-qiang, MIN Lan.Approximation of Semigroups of Linear Operators and Application to Continuous-Time Markov Chinas[J].Journal of Southwest China Nomal University,2003,(5).
  • 4邓大松,孟颖颖.剩余劳动力流动趋势的预测--基于马尔科夫链理论的分析与应用[EB/OL].http://www.cqvip.com/qk/95927X/200815/27970229.html.
  • 5何书元.概率论[M].北京:北京大学出版社,2007.
  • 6中国国家统计局网站[EB/OL].http://www.stats.gov.cn/tjsj/ndsj/.
  • 7Vapnik V N.The Nature of Satiatical Learning Theory [M].New York:Springer Verlag, 1995.
  • 8Smola A J,Scholkopf B.A Tutorial on Support Vector Regression [R].Neuro COLT TR NC-TR-9-030,Royal Holloway College,Uni- versity of London,UK, 1998.
  • 9Gunn S R.Support Vector Machines for Classification and Re- gression[R].Technical Report,Image Speech and Intelligent Systems Research Group,University of Southampton,1998.
  • 10邓聚龙.灰色理论基础[M].武汉:华中科技大学出版社,2002..

共引文献29

同被引文献10

引证文献2

二级引证文献7

相关作者

内容加载中请稍等...

相关机构

内容加载中请稍等...

相关主题

内容加载中请稍等...

浏览历史

内容加载中请稍等...
;
使用帮助 返回顶部