Semi-markov Chains and Hidden Semi-markov Models Toward Applications pdf epub mobi txt 电子书 下载 2025
- 半马尔可夫链
- 隐半马尔可夫模型
- 概率模型
- 序列数据
- 统计建模
- 机器学习
- 模式识别
- 时间序列分析
- 信号处理
- 应用研究
具体描述
Here is a work that adds much to the sum of our knowledge in a key area of science today. It is concerned with the estimation of discrete-time semi-Markov and hidden semi-Markov processes. A unique feature of the book is the use of discrete time, especially useful in some specific applications where the time scale is intrinsically discrete. The models presented in the book are specifically adapted to reliability studies and DNA analysis. The book is mainly intended for applied probabilists and statisticians interested in semi-Markov chains theory, reliability and DNA analysis, and for theoretical oriented reliability and bioinformatics engineers.
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