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Datasets and Stories

Evaluating Aptness of a Regression Model

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Figures & data

Figure 1. Distribution of Function Points

Figure 1. Distribution of Function Points

Figure 2. Distribution of Work Hours

Figure 2. Distribution of Work Hours

Figure 3: Work Hours vs. Function Points

Figure 3: Work Hours vs. Function Points

Table 1: Minitab Results for Model 1

Figure 4: Residuals vs. Function Points for Linear Fit

Figure 4: Residuals vs. Function Points for Linear Fit

Figure 5: Normal Probability Plot of Residuals When Fitting by a Line

Figure 5: Normal Probability Plot of Residuals When Fitting by a Line

Figure 6: Natural Logarithm of Work Hours vs. Natural Logarithm of Function Points

Figure 6: Natural Logarithm of Work Hours vs. Natural Logarithm of Function Points

Table 2: Minitab Results for Model 2

Figure 7: Residuals Versus Natural Logarithm of Function Points

Figure 7: Residuals Versus Natural Logarithm of Function Points

Figure 8: Histogram of Residuals – Transformed Data

Figure 8: Histogram of Residuals – Transformed Data

Figure 9: Normal Probability Plot of Residuals When Fitting by a Line

Figure 9: Normal Probability Plot of Residuals When Fitting by a Line

Table 3: Minitab Results for Multiple Regression Model

Appendix A: Test for Non-Zero Slope

Appendix A: Test for Non-Zero Slope

Appendix B: Prediction Interval

Appendix B: Prediction Interval

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