具AR(g)相關的成長曲線之推估與預測

Abstract

本論文是討論廣義變異數分析(MANOVA)模型在成長曲線上之應用 ，包括生物成長狀況與科技替代情形。在廣義變異數分析模型加入冪次 轉換和AR(g) 相關,文中探討參數估計與未來值的預測。最後以實際資料 和模擬資料來描述結果。

The model considered here is a generalized multivariate analysis of variance (MANOVA) model useful especially for many types of growth curve problems including biological growth and technology substitution. Incorporating power transformation and AR(g) dependence into generalized MANOVA model we consider both parameter estimation and prediction of future values. Results are illustrated with real and simulated data.