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- Timestamp:
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Mar 30, 2011, 2:58:25 PM (14 years ago)
- Author:
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Víctor de Buen Remiro
- Comment:
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Legend:
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v11
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v12
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60 | 60 | * the identity as link function and mean function [[BR]] [[BR]] |
61 | 61 | [[LatexEquation( \eta = g\left(\mu\right)= \mu = g^{-1}\left(\eta\right) = \eta)]] [[BR]] [[BR]] |
62 | | * the log-density function has the variance as extra parameter[[BR]] [[BR]] |
| 62 | * the density function has the variance as extra parameter[[BR]] [[BR]] |
| 63 | [[LatexEquation( f\left(y;\mu,\sigma^{2}\right)=\frac{1}{\sqrt{2\pi\sigma^{2}}}e^{^{-\frac{1}{2}\frac{\left(y-\mu\right)^{2}}{\sigma^{2}}}} )]][[BR]] [[BR]] |
| 64 | * the log-density function will be then [[BR]] [[BR]] |
63 | 65 | [[LatexEquation( \ln f\left(y;\mu,\sigma^{2}\right)= -\frac{1}{2}\ln\left(2\pi\sigma^{2}\right)-\frac{1}{2\sigma^{2}}\left(y}-\mu\right)^{2} )]] |
64 | 66 | |
… |
… |
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74 | 76 | * the mean function [[BR]] [[BR]] |
75 | 77 | [[LatexEquation( \mu = g^{-1}\left(\eta\right)=\exp\left(\eta\right) )]] [[BR]] [[BR]] |
76 | | * the log-probability mass function [[BR]] [[BR]] |
77 | | [[LatexEquation( \ln f\left(y;\mu\right)=-\ln\left(y!\right)+y\ln\left(\mu\right)-\mu = -\ln\left(y!\right)+y\eta-e^{\eta})]] |
| 78 | * the probability mass function [[BR]] [[BR]] |
| 79 | [[LatexEquation( f\left(y;\mu\right)=\frac{1}{y!}e^{-\mu}\mu^{y} )]] |
| 80 | * and its logarithm will be [[BR]] [[BR]] |
| 81 | [[LatexEquation( \ln f\left(y;\mu\right)=-\ln\left(y!\right)+y\ln\left(\mu\right)-\mu = -\ln\left(y!\right)+y\eta-e^{\eta} )]] |
78 | 82 | |
79 | 83 | |