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Illuminating Statistical Analysis Using Scenarios and Simulations by Jeffrey E. Kottemann

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43A Multiple Regression Prediction Model

Quick answer: Use multiple linear regression.

It is tricky to draw this situation, so I'll ask you to visualize it. Imagine a swarm of points shaped like a flying saucer, as in Figure 43.1.

img

Figure 43.1

Now imagine a flat sheet of cardboard (or titanium) going straight through the middle separating the top of the flying saucer-shaped swarm of points from the bottom. That sheet snugly fits the points. The flying saucer and sheet can tilt along the img-axis by shifting the front up or down. The flying saucer and sheet can also tilt along the img-axis by shifting the side up or down. With img and img together, the flying saucer and sheet can have a combined tilt—up in front and down on the side; down in front and up on the side; and so on. The flying saucer and sheet can also ...

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