analistica/ex-3/results.md
2020-03-06 02:24:32 +01:00

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# event sampling
generating 50000 events...done
# maximum likelihood
0 [ 0.79, 0.02, -0.17]
[ 0.18, -0.06812, 0.001955]
5 [ 0.7894, 0.02022, -0.17]
[ 0.1789, -0.06748, 0.002162]
10 [ 0.7709, 0.02725, -0.1702]
[ 0.1465, -0.04898, 0.007551]
15 [ 0.6525, 0.06317, -0.1725]
[ -0.002576, -0.002313, 0.0161]
20 [ 0.654, 0.06135, -0.1763]
[-2.098e-06, 0.0001837, 0.0001225]
24 [ 0.6541, 0.06125, -0.1763]
[ -3.24e-06, -7.905e-07, -1.432e-06]
status: success
iterations: 25
## results
* parameters:
[ 0, -0.5106, 1.089]
* covariance (CramérRao lower bound):
[ 6.604e-06, -3.474e-11, -1.798e-11]
[-3.474e-11, 1.227e-05, -1.267e-10]
[-1.798e-11, -1.267e-10, 9.564e-05]
# least χ²
0 [ 0.5, 0.01, -0.1]
cond(J)=inf, χ²/d=3.32
4 [ 0.6537, 0.05976, -0.1736]
cond(J)=2.725, χ²/d=1.017
status: success
iterations: 7
## results
* χ²/d: 1.017
* parameters:
[ 0.6537, 0.05972, -0.1736]
* covariance:
[ 0.00304, -1.66e-06, 2.383e-07]
[ -1.66e-06, 0.00212, 1.505e-06]
[ 2.383e-07, 1.505e-06, 0.001637]
# vector decay compatibility
## likelihood results
| par | σ | α-value |
|-----|----------|----------|
| α | 6.6e-06 | 0 |
| β | 1.2e-05 | 0 |
| γ | 9.6e-05 | 0 |
## χ² results
| par | σ | α-value |
|-----|----------|----------|
| α | 0.003 | 0.22 |
| β | 0.0021 | 0.89 |
| γ | 0.0016 | 0.0001 |
# isotropic hypotesys
| par | σ | α-value |
|-----|----------|----------|
| α | 0.003 | 0 |
| β | 0.0021 | 0 |
| γ | 0.0016 | 0 |