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More than two data points: curve fitting

Linear models

Generalized linear models

Example:

Xb

x

b xb

b

y

    

....

22 11 0

Xb

xb

xb

b

y

f

   

....

)(

22 11 0

log(p/(1 – p)) = Xb

Þ

p

=

1

1

+

exp(

-

Xb

)