A model of regression lines through a common point: estimation of the focal point in wind-blown sand phenomena

作者：Nakamura Nagatomo^*; Tsuchiya Takahiro

来源：Journal of Applied Statistics, 2013, 40(5): 1017-1031.

DOI：10.1080/02664763.2013.772570

• focal point regression model
• information criteria
• linear regression through the origin
• wind-blown sand phenomena

This paper discusses a model in which the regression lines will be passing through a common point. This point exists as a focal point in the wind-blown sand phenomena. The model of regression lines will be called the focal point regression model'. The focal point will move according to the conditions of the experiments or the measurement site, so it must be estimated together with regression coefficients. The existence of the focal point is mathematically proved in the research field of coastal engineering, but its physical meaning and exact estimation method have not been established. Considering the experimental and/or measurement conditions, five models, that is, common or different error variance(s), passing through or not the centroid and Bayes-like approach are proposed. Moreover, the formulae of direct computation for a focal point under some conditions are given for engineering purpose. The models are applied to the wind-blown sand data, and behaviors of the models are verified by numerical experiments.

• 出版日期2013-5-1