โปรแกรมหาจุดอิสระที่เหมาะสมที่สุดเพื่อสร้างแถบความเชื่อมั่นแบบเชิงเส้นเป็นช่วงสำหรับตัวแบบการถดถอยเชิงเส้นพหุ / ธีรุตม์ สุขสกุลวัฒน์ = Program for finding optimal independence points for piecewise linear confidence band constructtion for multiple linear regression models / Teerut Suksakulwat
The objective of this research is to compute and optimal set of independence point for confidence band construction for multiple linear regression midels of two independent variables. In this case, any set of independence points can be written as a function of a set of equidistant points on the cirumeference of the unit circle with center at the orgin. These points can be requesented by the angle between the vector of any single point on a unit circle and the horizontal axis. The decision criterion is to choose the angle that maximizes the number of data covered by the convex hull formed by the independence points. In this way, the utilization of the confidence band is optimized with respect to the data set.
