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- Timestamp:
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Dec 21, 2010, 12:17:10 PM (15 years ago)
- Author:
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Víctor de Buen Remiro
- Comment:
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v10
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v11
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74 | 74 | [[LatexEquation( f'\left(z\right) = - f\left(z\right) F\left(z\right) {\left(1-e^{-z}\right)} )]] [[BR]] [[BR]] |
75 | 75 | |
76 | | [[LatexEquation( L\left(\beta\right)=\underset{i}{\sum}w_{i}\left(y_{i}x_{i}^{t}\beta-\ln\left(1+e^{x_{i}^{t}\beta}\right)\right) )]] |
| 76 | [[LatexEquation( L\left(\beta\right)=\underset{i}{\sum}w_{i}\left(y_{i}x_{i}^{t}\beta-\ln\left(1+e^{-x_{i}^{t}\beta}\right)\right) )]] |
77 | 77 | |
78 | | [[LatexEquation( \frac{\partial L\left(\beta\right)}{\partial\beta_{j}}=\underset{i}{\sum}w_{i}\left(y_{i}x_{ij}-x_{ij}\left(\frac{e^{x_{i}^{t}\beta}}{1+e^{x_{i}^{t}\beta}}\right)\right)=\underset{i}{\sum}w_{i}x_{ij}\left(y_{i}-\left(\frac{e^{x_{i}^{t}\beta}}{1+e^{x_{i}^{t}\beta}}\right)\right) )]] |
| 78 | [[LatexEquation( \frac{\partial L\left(\beta\right)}{\partial\beta_{j}}=\underset{i}{\sum}w_{i}\left(y_{i}x_{ij}-x_{ij}\left(\frac{e^{-x_{i}^{t}\beta}}{1+e^{-x_{i}^{t}\beta}}\right)\right)=\underset{i}{\sum}w_{i}x_{ij}\left(y_{i}-\left(\frac{e^{-x_{i}^{t}\beta}}{1+e^{-x_{i}^{t}\beta}}\right)\right) )]] |
79 | 79 | |
80 | | [[LatexEquation( \frac{\partial L\left(\beta\right)}{\partial\beta_{i}\partial_{j}}=-\underset{k}{\sum}w_{k}\frac{\left(1+e^{x_{k}^{t}\beta}\right)e^{x_{k}^{t}\beta}x_{ki}x_{kj}-\left(e^{x_{k}^{t}\beta}\right)^{2}x_{ki}x_{kj}}{\left(1+e^{x_{k}^{t}\beta}\right)}=-\underset{k}{\sum}x_{ki}x_{kj}w_{k}\pi_{i}\left(1-\pi_{i}\right) )]] |
| 80 | [[LatexEquation( \frac{\partial L\left(\beta\right)}{\partial\beta_{i}\partial_{j}}=-\underset{k}{\sum}w_{k}\frac{\left(1+e^{-x_{k}^{t}\beta}\right)e^{-x_{k}^{t}\beta}x_{ki}x_{kj}-\left(e^{-x_{k}^{t}\beta}\right)^{2}x_{ki}x_{kj}}{\left(1+e^{-x_{k}^{t}\beta}\right)}=-\underset{k}{\sum}x_{ki}x_{kj}w_{k}\pi_{i}\left(1-\pi_{i}\right) )]] |
| 81 | |
| 82 | Desde el punto de vista del cálculo numérico en aritmética discreta hay que tener en cuenta que |
| 83 | |
| 84 | [[LatexEquation( e^{710}=\infty )]] [[BR]] [[BR]] |
| 85 | |
| 86 | por lo que hay que tratar de forma cuidadosa con las expresiones que contienen la exponencial. |
| 87 | En este caso concreto se hará uso de las siguientes igualdades asintóticas |
| 88 | |
| 89 | [[LatexEquation( \ln\left(1+e^{-z}\right)\;\overset{z\rightarrow-\infty}{\longrightarrow}\;-z )]] [[BR]] [[BR]] |
| 90 | |
| 91 | [[LatexEquation( \frac{e^{-z}}{1+e^{-z}}\;\overset{z\rightarrow-\infty}{\longrightarrow}\;1 )]] [[BR]] [[BR]] |
81 | 92 | |
82 | 93 | |
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100 | 111 | |
101 | 112 | [[LatexEquation( \frac{\partial L\left(\beta\right)}{\partial\beta_{i}\partial_{j}}=-\underset{k}{\sum}w_{k}\phi\left(x_{k}\beta\right)\left(y_{k}\frac{z\Phi\left(x_{k}\beta\right)+\phi\left(x_{k}\beta\right)}{\Phi^{2}\left(x_{k}\beta\right)}+\left(1-y_{k}\right)\frac{-z \Phi\left(-x_{k}\beta\right)+\phi\left(x_{k}\beta\right)}{\Phi\left(-x_{k}\beta\right)^{2}}\right)x_{ik}x_{jk} )]] |
| 113 | |
| 114 | |