期刊
STATISTICAL METHODS IN MEDICAL RESEARCH
卷 27, 期 9, 页码 2809-2830出版社
SAGE PUBLICATIONS LTD
DOI: 10.1177/0962280216687339
关键词
LMSR method; LMS method; power transformation; fetus; development process
类别
资金
- KAKENHI [23500350]
- Grants-in-Aid for Scientific Research [26670701, 23500350] Funding Source: KAKEN
A new nonlinear multivariate regression method called the LMSR method is proposed, by which a multidimensional understanding for the development process of human fetuses can be provided. Statistically important quantities such as median, skewness, coefficient of variation, and correlation of underlying structure can be described by corresponding smooth curves. Those curves can be obtained by a fine combination of a multivariate power transformation of data and penalized likelihood. It will be shown that the LMSR method and some associated tools are clearly efficient in analyzing development process of human fetuses.
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