Title :
A method for detecting a shift in a trend
Author_Institution :
Dept. of Manage. in Sci. & Technol., Oregon Graduate Inst. of Sci. & Technol., Portland, OR
Abstract :
This paper re-examines some frequently published (e.g. Conley, 1976; Henderson, 1979; Hax and Majluf, 1982; Stalk and Hout, 1990) price vs. cumulative production data for polyvinyl chloride. Using a new regression technique, the author shows that the resulting fitted curve captures the discontinuity of price change in this industry. Price reduction strategies are of great importance to high technology companies, and competitors´ price changes may reflect underlying “learning curve” reductions in their manufacturing costs. Ordinary linear and nonlinear regression techniques are not suitable for estimating or summarizing a company´s price reduction strategy. The technique used here is Phillips´ (1989) piecewise linear regression
Keywords :
commerce; economics; management; piecewise linear techniques; statistical analysis; competition; cumulative production data; high technology companies; management; manufacturing costs; piecewise linear regression; polyvinyl chloride; price change discontinuity; price reduction strategies; trend shift detection method; Costs; Displays; Linear programming; Linear regression; Manufacturing industries; Piecewise linear techniques; Planning; Production; Statistics; Technology management;
Conference_Titel :
Management of Engineering and Technology, 1999. Technology and Innovation Management. PICMET '99. Portland International Conference on
Conference_Location :
Portland, OR
Print_ISBN :
1-890843-02-4
DOI :
10.1109/PICMET.1999.808179