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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.

Os02g0161800

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

Description : Similar to Peroxidase precursor (EC 1.11.1.7).


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 2.95 (0.0431) R2 : 0.00283
β1 : -- (--) R2dD : -- R2D : --
β2 : -- (--) R2dC : -- R2C : --
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.103 (0.0908) R2dN8 : 0.00366 R2N8 : 0.00283
σ : 0.813
deviance : 303.05
__
_____
C
peak time of C : --
E
wheather : --
threshold : --
memory length : --
response mode : --
dose dependency : --
G
type of G : --
peak or start time of G : --
open length of G : --

__

Dependence on each variable

Residual plot

Process of the parameter reduction
(fixed parameters. wheather = temperature, response mode = < th, dose dependency = dose dependent, type of G = no)

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
286.28 0.795 2.97 0.00148 0.192 0.889 0.529 2.66 -0.0301 22.1 25.2 858 -- --
294.56 0.799 2.92 0.449 0.179 0.646 -0.0397 -- 0.0652 22 26.2 857 -- --
287.24 0.789 2.97 0.0248 0.175 0.866 -- 2.39 -0.0139 22.2 25.06 883 -- --
294.57 0.799 2.92 0.457 0.182 0.655 -- -- 0.0711 21.9 26.24 855 -- --
288.95 0.792 2.97 0.0474 -- 0.857 -- 2.38 -0.0268 -- 24.36 1009 -- --
300.82 0.813 2.95 0.265 0.0795 -- -0.0353 -- -0.0732 20.7 -- -- -- --
300.82 0.812 2.95 0.267 0.0797 -- -- -- -0.0732 20.7 -- -- -- --
295.68 0.801 2.91 0.492 -- 0.575 -- -- 0.0622 -- 24 2190 -- --
299.38 0.806 2.93 -- 0.158 0.506 -- -- -0.0105 22.3 25.99 859 -- --
301.18 0.811 2.94 0.266 -- -- -- -- -0.0738 -- -- -- -- --
302.69 0.814 2.95 -- 0.0791 -- -- -- -0.103 21 -- -- -- --
300.32 0.81 2.94 -- -- 0.37 -- -- -0.0352 -- 25.99 859 -- --
303.05 0.813 2.95 -- -- -- -- -- -0.103 -- -- -- -- --

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
1 276.62 radiation 10.0 90 < th dose dependent rect. 11 3
2 276.87 radiation 10.0 90 < th dose dependent rect. 12 1
16 278.95 atmosphere 1010.0 1440 > th dose dependent rect. 14 1
21 279.72 atmosphere 1015.0 1440 < th dose independent rect. 14 3
22 279.77 atmosphere 1015.0 1440 > th dose independent rect. 14 1
39 280.08 temperature 25.0 10 < th dose dependent rect. 12 2
50 280.34 temperature 25.0 30 < th dose independent rect. 12 2
63 280.60 atmosphere 1010.0 720 > th dose dependent rect. 2 1
66 280.72 radiation 10.0 10 < th dose independent rect. 12 2
73 280.93 radiation 10.0 90 < th dose independent rect. 12 1
77 281.04 radiation 10.0 10 < th dose independent rect. 14 1
81 281.21 wind 5.0 1440 < th dose independent rect. 12 1
96 281.73 wind 3.0 1440 > th dose dependent rect. 12 1
98 281.89 wind 5.0 1440 > th dose independent rect. 12 1
102 282.15 wind 7.0 30 > th dose independent rect. 17 1
107 282.38 precipitation 0.1 90 > th dose independent rect. 13 1
110 282.38 precipitation 0.1 90 > th dose dependent rect. 13 1
114 282.51 radiation 10.0 30 < th dose dependent rect. 8 7
116 282.64 humidity 80.0 10 > th dose independent rect. 14 1
122 282.75 atmosphere 1005.0 30 > th dose dependent rect. 13 6
130 282.88 wind 9.0 1440 < th dose dependent rect. 11 2
169 284.32 humidity 80.0 90 > th dose independent rect. 12 2
222 285.10 wind 5.0 1440 < th dose independent rect. 1 13
242 285.34 humidity 70.0 10 > th dose dependent rect. 14 1
244 285.34 atmosphere 1005.0 10 > th dose dependent rect. 17 2
265 285.53 wind 5.0 1440 > th dose independent rect. 1 13
271 285.61 wind 7.0 30 > th dose dependent rect. 17 1
274 285.67 wind 5.0 1440 > th dose independent rect. 24 15
289 285.80 humidity 70.0 10 > th dose dependent rect. 12 3
344 286.27 temperature 25.0 720 < th dose dependent rect. 10 21
349 286.35 temperature 20.0 720 > th dose independent rect. 3 2
350 286.35 temperature 25.0 30 < th dose dependent rect. 12 6
401 286.75 temperature 25.0 1440 < th dose dependent rect. 11 3
415 286.84 temperature 25.0 720 < th dose dependent rect. 22 22
416 286.85 temperature 20.0 30 > th dose dependent rect. 19 22
417 286.86 wind 5.0 1440 < th dose independent sin 5 NA
428 286.91 temperature 20.0 30 > th dose independent rect. 19 22
446 286.99 temperature 25.0 720 < th dose dependent rect. 19 22
454 287.01 temperature 25.0 1440 < th dose independent rect. 11 3
456 287.01 temperature 25.0 720 < th dose dependent rect. 2 23
475 287.07 wind 5.0 1440 > th dose independent sin 5 NA
483 287.10 temperature 25.0 720 < th dose dependent no NA NA
486 287.11 atmosphere 1000.0 10 < th dose independent rect. 18 4
488 287.11 temperature 25.0 720 < th dose dependent rect. 15 23
494 287.14 temperature 25.0 720 < th dose dependent rect. 5 23
499 287.16 atmosphere 1000.0 10 < th dose dependent rect. 18 5
502 287.16 temperature 30.0 30 < th dose dependent rect. 1 18
513 287.20 temperature 25.0 1440 < th dose independent rect. 13 1
538 287.28 temperature 20.0 720 < th dose independent rect. 3 1
575 287.36 temperature 30.0 30 < th dose dependent rect. 1 14
591 287.40 temperature 25.0 1440 < th dose dependent rect. 13 1
595 287.43 temperature 20.0 4320 > th dose independent rect. 3 1
632 287.47 wind 3.0 1440 > th dose dependent rect. 2 12
643 287.49 temperature 20.0 10 > th dose independent rect. 20 17
648 287.50 temperature 20.0 720 > th dose independent rect. 3 17
656 287.52 temperature 20.0 4320 < th dose independent rect. 3 1
668 287.55 temperature 25.0 720 < th dose dependent rect. 2 1
681 287.59 temperature 20.0 1440 < th dose independent rect. 5 1
703 287.66 temperature 20.0 1440 < th dose independent rect. 4 3
716 287.69 atmosphere 1005.0 30 > th dose dependent rect. 13 1
725 287.71 temperature 25.0 1440 > th dose independent rect. 11 2
732 287.72 radiation 10.0 10 < th dose independent rect. 11 15
751 287.77 wind 7.0 30 > th dose independent rect. 17 15
756 287.77 temperature 20.0 720 > th dose dependent rect. 22 8
802 287.90 temperature 20.0 10 > th dose independent rect. 22 15
816 287.94 wind 1.0 90 < th dose dependent rect. 20 1
827 287.96 atmosphere 1010.0 1440 > th dose dependent sin 22 NA
859 288.02 temperature 15.0 720 > th dose dependent rect. 19 11
882 288.09 temperature 30.0 10 < th dose dependent rect. 17 22
891 288.12 atmosphere 1010.0 10 > th dose independent rect. 24 10
909 288.17 temperature 25.0 720 < th dose dependent sin 11 NA
911 288.17 wind 1.0 90 < th dose dependent rect. 15 6
961 288.28 temperature 25.0 720 < th dose dependent rect. 19 12
967 288.30 temperature 25.0 720 < th dose dependent rect. 22 8
986 288.33 humidity 80.0 90 < th dose independent rect. 24 6