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Statistics 200b. Chapter 5. Chapter 4: inference via likelihood now Chapter 5: applications to particular situations.

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Presentation on theme: "Statistics 200b. Chapter 5. Chapter 4: inference via likelihood now Chapter 5: applications to particular situations."— Presentation transcript:

1 Statistics 200b. Chapter 5. Chapter 4: inference via likelihood now Chapter 5: applications to particular situations

2 annual max sea levels 1931-81 Y: max cm x: year

3 5.1 Straight-line regression. How one variable depends on others Response, Y, random Explanatories, x, fixed (covariates)

4 Reparametrize. Simplifies several things

5 Likelihood analysis.

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7 Distributions.  j : IN(0,  2 ) Linear combinations of normals

8

9 Venice sea level. n = 51

10 Prediction. at x +

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12 Example.

13 annual max sea levels 1931-81 Y: max cm x: year

14 (Raw) residuals.

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