Abstract
In this paper, we establish models for estimating errors in a new project by using regression analysis. At first, we establish a model using data of all products. However, the accuracy of the model is insufficient, because many different product types are included in all products and the number of errors depends of the product type. Hence, we developed 5 models using the different product types based on product classification.