Statistical Modeling, Statistical Analysis, Data Science, Data Analysis.
predict the number of defect products (Y) with a sensor value (x) as the explanatory variable. The scatter plot looks like this. Do you use linear regression for this data? There are several problems if you try to apply linear regression for this kind of data. The relationship between X and Y does