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Notice!
This gene did NOT pass the analysis criteria (log2(expression) > 5 in more than 80% of samples & normality of residuals was not rejected).
The modeling results may be unreliable.

Os03g0291500

blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II

Description : Asparagine synthase domain containing protein.


log2(Expression) ~ Norm(μ, σ2)

μ = α + β1D + β2C + β3E + β4D*C + β5D*E + γ1N8

par. value (S.E.)
α : 6.07 (0.0995) R2 : 0.604
β1 : -3.53 (0.357) R2dD : 0.115 R2D : 0.188
β2 : 2.77 (0.221) R2dC : 0.137 R2C : 0.135
β3 : 3.44 (0.578) R2dE : 0.0845 R2E : 0.266
β4 : -4.89 (0.998) R2dD*C : 0.021 R2D*C : 0.0235
β5 : -8.03 (1.99) R2dD*E : 0.0384 R2D*E : 0.147
γ1 : -0.975 (0.19) R2dN8 : 0.0333 R2N8 : 0.0191
σ : 1.61
deviance : 1176.52
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_____
C
peak time of C : 4.8
E
wheather : wind
threshold : 6.95
memory length : 5439
response mode : > th
dose dependency : dose independent
G
type of G : rect.
peak or start time of G : 17
open length of G : 2.02

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Dependence on each variable

Residual plot

Process of the parameter reduction
(fixed parameters. wheather = wind, response mode = > th, dose dependency = dose independent, type of G = rect.)

deviance σ α β1 β2 β3 β4 β5 γ1 peak time of C threshold memory length peak or start time of G open length of G
1176.52 1.61 6.07 -3.53 2.77 3.44 -4.89 -8.03 -0.975 4.8 6.95 5439 17 2.02
1225.85 1.63 6.1 -3.51 2.73 4.91 -4.93 -- -0.966 4.88 6.9 5441 17.1 2.25
1230.77 1.63 6.02 -3.36 2.77 3.55 -- -8.79 -0.894 4.99 7 5428 17.1 2.2
1274.67 1.66 6.23 -3.07 2.76 5.47 -- -- -1.03 5.09 6.8 5430 17 2.29
1621.55 1.88 6.06 -3.36 -- 3.65 -- -8.85 -0.815 -- 6.99 5406 17.1 2.23
1657.6 1.91 6.4 -5.3 2.91 -- -5.96 -- -1.65 4.66 -- -- -- --
1748.7 1.96 6.38 -5.27 2.9 -- -- -- -1.62 4.94 -- -- -- --
1673.96 1.91 6.24 -2.96 -- 5.61 -- -- -1.03 -- 6.802 5430 17 2.3
1478.68 1.79 6.23 -- 2.63 6.95 -- -- -0.684 5.14 6.802 5430 17 2.33
2190.85 2.19 6.41 -5.16 -- -- -- -- -1.55 -- -- -- -- --
2480.09 2.33 6.25 -- 2.8 -- -- -- -1.03 5 -- -- -- --
1849.86 2 6.19 -- -- 7.18 -- -- -0.537 -- 6.812 5428 17 2.33
2893.66 2.51 6.28 -- -- -- -- -- -0.974 -- -- -- -- --

Results of the grid search

Summarized heatmap of deviance
Histogram

Local optima within top1000 grid-points

rank deviance wheather threshold memory length response mode dose dependency type of G peak or start time of G open length of G
1 1235.22 wind 7.0 4320 > th dose independent rect. 17 2
3 1240.20 wind 7.0 4320 < th dose independent rect. 17 2
7 1253.34 wind 7.0 4320 > th dose independent rect. 15 5
8 1254.33 wind 7.0 4320 < th dose independent rect. 15 5
18 1260.47 wind 7.0 4320 > th dose dependent rect. 17 2
67 1278.42 wind 7.0 4320 > th dose dependent rect. 15 4
100 1286.90 wind 5.0 4320 > th dose dependent rect. 15 9
105 1287.47 wind 5.0 4320 > th dose independent rect. 18 7
147 1293.12 wind 5.0 4320 < th dose independent rect. 18 7
154 1295.11 wind 7.0 4320 > th dose independent sin 15 NA
157 1296.14 wind 7.0 4320 < th dose independent sin 15 NA
171 1297.97 humidity 80.0 4320 < th dose independent rect. 22 1
189 1301.20 wind 7.0 4320 > th dose dependent rect. 15 1
271 1310.73 wind 5.0 4320 > th dose dependent sin 15 NA
278 1311.40 humidity 80.0 4320 > th dose independent rect. 22 1
351 1320.73 radiation 1.0 1440 < th dose dependent rect. 8 9
386 1323.75 radiation 1.0 1440 < th dose dependent rect. 11 6
513 1334.87 radiation 1.0 1440 < th dose dependent rect. 5 12
527 1336.32 precipitation 0.1 720 > th dose independent rect. 3 1
530 1336.60 wind 9.0 43200 > th dose independent rect. 13 5
543 1337.75 wind 9.0 43200 > th dose independent rect. 12 7
545 1337.81 precipitation 0.1 720 > th dose dependent rect. 3 1
568 1340.28 radiation 1.0 1440 < th dose dependent rect. 20 21
569 1340.32 radiation 1.0 1440 < th dose dependent rect. 24 17
591 1342.03 wind 9.0 43200 < th dose independent rect. 12 6
661 1346.77 wind 7.0 43200 > th dose dependent rect. 13 1
668 1347.66 wind 9.0 43200 > th dose dependent rect. 13 4
714 1351.00 wind 7.0 43200 > th dose independent rect. 13 1
727 1351.80 wind 7.0 4320 < th dose independent rect. 22 22
733 1352.05 wind 7.0 4320 > th dose independent rect. 22 22
745 1352.66 wind 9.0 43200 > th dose dependent rect. 11 9
748 1352.84 wind 7.0 43200 > th dose dependent rect. 16 1
806 1356.47 wind 7.0 4320 > th dose independent rect. 2 18
831 1357.91 radiation 1.0 1440 < th dose independent rect. 18 23
832 1357.94 radiation 1.0 1440 > th dose independent rect. 18 23
846 1358.48 radiation 1.0 1440 < th dose independent rect. 5 12
847 1358.50 radiation 1.0 1440 < th dose independent rect. 12 3
853 1358.83 radiation 1.0 1440 > th dose independent rect. 5 12
896 1360.13 wind 9.0 43200 < th dose independent rect. 12 2
903 1360.62 radiation 1.0 1440 < th dose independent rect. 20 21
920 1360.70 radiation 1.0 1440 < th dose independent rect. 24 17
932 1361.02 radiation 1.0 1440 > th dose independent rect. 13 2
971 1362.81 wind 7.0 4320 > th dose independent rect. 2 23
984 1363.13 wind 7.0 4320 < th dose independent rect. 2 23
996 1363.47 wind 7.0 4320 > th dose independent no NA NA