4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 2 0 0 0 [...] 0 0 2 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 1 1 1 1 0 1 0 1 1 0 0 1 0 0 0 0 0 1 1 1 1 0 1 0 1 [...] 1 1 0 1 1 0 1 0 1 0 0 1 1 0 1 0 1 0 0 0 1 1 1 1 1 1 1 1 0 0 0 0 0 0 0 0 0 0 1 1 1 1 0 0 0 0 1 1 1 1 0 0 0 0 0 0 1 1 1 1 1 1 1 1 0 0  und setzt c1 := (0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, …

disagree 0.274 0.269 0.279 0.892 neutral 0.083 0.082 0.084 0.227 agree 0.643 0.649 0.637 -0.961 OK to skip classes: disagree 0.490 0.484 0.497 0.962 neutral 0.097 0.097 0.098 0.095 agree 0.412 0.419 0.406 -1 [...] attitude 0.062** (0.020) 0.070** (0.024) 0.092** (0.028) Negative attitude -0.087** (0.023) -0.056* (0.028) -0.053 (0.031) Treatment 0.003 (0.023) 0.017 (0.026) 0.045 (0.029) Insecurity - - -0.016 (0.015) [...] attitude 0.064** (0.021) 0.073** (0.026) 0.109** (0.030) Negative attitude -0.087** (0.023) -0.059* (0.028) -0.052 (0.032) Treatment 0.003 (0.023) 0.014 (0.027) 0.043 (0.030) Insecurity - - -0.014 (0.016) …

Forward-Backward Example – Lecture Notes

\(P(H, H, H)=0.1 \cdot 0.56 \cdot 0.56=0.0314\) – this \(P(H, C, H)=0.1 \cdot 0.01 \cdot 0.07=0.00007\) \(P(C, H, H)=0.1 \cdot 0.07 \cdot 0.56=0.0039\) \(P(C, C, H)=0.1 \cdot 0.08 \cdot 0.007=0.000056\) \(\alpha [...] C)=0.7\) , \(P(2\vert C)=0.2\) , \(P(3\vert C)=0.1\) . ice cream on hot days \(P(1\vert H)=0.1\) , \(P(2\vert H)=0.2\) , \(P(3\vert H)=0.7\) . \(\pi\) boundary probabilities: \(\pi_C = \pi_H = 0.5\) Similar [...] C} = \underbrace{\mathstrut 0.2 \cdot 0.5 }_{y^{(1)}=H} \cdot \underbrace{\mathstrut 0.7 \cdot 0.8 }_{y^{(2)}=H} \cdot \underbrace{\mathstrut 0.1 \cdot 0.1 }_{y^{(3)}=C} =0.00056\) Which of the 8 possible …

Forward-Backward Example – Lecture Notes

\(P(H, H, H)=0.1 \cdot 0.56 \cdot 0.56=0.0314\) – this \(P(H, C, H)=0.1 \cdot 0.01 \cdot 0.07=0.00007\) \(P(C, H, H)=0.1 \cdot 0.07 \cdot 0.56=0.0039\) \(P(C, C, H)=0.1 \cdot 0.08 \cdot 0.007=0.000056\) \(\alpha [...] C)=0.7\) , \(P(2\vert C)=0.2\) , \(P(3\vert C)=0.1\) . ice cream on hot days \(P(1\vert H)=0.1\) , \(P(2\vert H)=0.2\) , \(P(3\vert H)=0.7\) . \(\pi\) boundary probabilities: \(\pi_C = \pi_H = 0.5\) Similar [...] C} = \underbrace{\mathstrut 0.2 \cdot 0.5 }_{y^{(1)}=H} \cdot \underbrace{\mathstrut 0.7 \cdot 0.8 }_{y^{(2)}=H} \cdot \underbrace{\mathstrut 0.1 \cdot 0.1 }_{y^{(3)}=C} =0.00056\) Which of the 8 possible …

0 0 0 ) (0 .0 0 0 0 ) (0 .0 0 0 0 ) R E T U R N -0 .0 1 4 1 -0 .0 1 0 6 -0 .0 1 3 1 -0 .0 1 1 8 -0 .0 0 8 8 -0 .0 1 3 0 -0 .0 0 7 0 -0 .0 0 4 4 -0 .0 0 7 5 (0 .5 0 2 9 ) (0 .5 7 3 5 ) (0 .5 4 7 2 ) (0 [...] L 0 .1 2 9 8 1 .0 0 0 0 (0 .0 0 1 3 ) 3 S H A R E S 0 .0 5 1 7 0 .9 2 8 8 1 .0 0 0 0 (0 .2 0 2 3 ) (0 .0 0 0 0 ) 4 F R E Q 0 .0 6 9 5 0 .5 9 4 3 0 .5 7 4 4 1 .0 0 0 0 (0 .0 8 6 4 ) (0 .0 0 0 0 ) (0 .0 0 [...] 7 ) ( 0 .0 0 0 2 ) (0 .5 0 3 6 ) (0 .0 0 0 0 ) 9 A N A L Y S T 0 .4 5 0 3 0 .0 2 2 0 -0 .0 2 6 6 0 .0 2 2 8 0 .5 2 2 0 -0 .0 2 3 2 -0 .0 5 2 6 0 .2 7 9 9 1 .0 0 0 0 (0 .0 0 0 0 ) (0 .5 8 7 7 ) (0 .5 1 2 …

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