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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.

Os02g0454500

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

Description : Membrane bound O-acyl transferase, MBOAT family protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 3.37 (0.0258) R2 : 0.334
β1 : -0.422 (0.101) R2dD : 0.0311 R2D : -0.0284
β2 : -- (--) R2dC : -- R2C : --
β3 : -0.248 (0.263) R2dE : 0.0031 R2E : -0.0503
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -26.2 (2.44) R2dD*E : 0.415 R2D*E : 0.301
γ1 : -0.0426 (0.0559) R2dN8 : 0.00121 R2N8 : -0.00901
σ : 0.478
deviance : 104.26
__
_____
C
peak time of C : --
E
wheather : temperature
threshold : 18.86
memory length : 28
response mode : > th
dose dependency : dose dependent
G
type of G : rect.
peak or start time of G : 2.09
open length of G : 1.05

__

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 = 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
103.26 0.477 3.37 -0.43 0.124 -0.259 0.238 -26.3 -0.0432 8.08 19.1 30 2.02 1.02
129.65 0.534 3.41 -0.0133 0.116 1.84 0.262 -- -0.0478 8.67 19.1 30 2.02 1.02
103.38 0.477 3.37 -0.424 0.13 -0.275 -- -26.2 -0.0428 7.2 18.86 28 2.09 1.05
129.74 0.534 3.41 -0.00683 0.13 1.82 -- -- -0.047 7.18 19.1 30 2.02 1.02
104.26 0.478 3.37 -0.422 -- -0.248 -- -26.2 -0.0426 -- 18.86 28 2.09 1.05
152.61 0.579 3.38 -0.0143 0.211 -- -0.553 -- 0.087 4.33 -- -- -- --
153.3 0.58 3.38 -0.00866 0.218 -- -- -- 0.09 5.22 -- -- -- --
130.63 0.535 3.41 -0.00448 -- 1.85 -- -- -0.0469 -- 18.86 28 2.09 1.05
129.75 0.533 3.41 -- 0.13 1.82 -- -- -0.0463 7.19 18.99 30 2.09 1.05
155.77 0.583 3.38 -0.00105 -- -- -- -- 0.0954 -- -- -- -- --
153.3 0.579 3.38 -- 0.217 -- -- -- 0.0909 5.22 -- -- -- --
130.63 0.534 3.41 -- -- 1.85 -- -- -0.0464 -- 18.74 27 2.14 1.06
155.77 0.583 3.38 -- -- -- -- -- 0.0956 -- -- -- -- --

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
1 103.77 temperature 20.0 30 > th dose dependent rect. 2 1
2 104.04 atmosphere 1005.0 30 > th dose dependent rect. 2 1
3 104.15 temperature 20.0 30 > th dose independent rect. 2 1
6 104.22 atmosphere 1005.0 30 > th dose independent rect. 2 1
9 104.44 wind 3.0 30 < th dose dependent rect. 2 1
12 104.60 wind 3.0 30 < th dose independent rect. 2 1
15 104.87 humidity 80.0 30 > th dose independent rect. 2 1
18 104.92 humidity 70.0 30 > th dose dependent rect. 2 1
22 105.01 temperature 10.0 30 > th dose independent rect. 2 1
24 105.01 temperature 30.0 30 < th dose independent rect. 2 1
25 105.01 humidity 50.0 30 > th dose independent rect. 2 1
29 105.01 atmosphere 1010.0 30 < th dose independent rect. 2 1
31 105.01 radiation 1.0 30 < th dose independent rect. 2 1
36 105.01 precipitation 0.1 30 < th dose independent rect. 2 1
37 105.01 temperature 10.0 30 > th dose independent rect. 3 23
38 105.01 radiation 1.0 30 < th dose dependent rect. 2 1
43 105.01 precipitation 0.1 30 < th dose dependent rect. 2 1
49 106.57 atmosphere 1015.0 30 < th dose dependent rect. 2 1
51 107.41 temperature 30.0 30 < th dose dependent rect. 2 1
54 108.48 wind 1.0 30 > th dose independent rect. 2 1
64 109.85 radiation 10.0 43200 < th dose dependent rect. 3 1
66 110.08 radiation 1.0 4320 < th dose dependent rect. 3 1
79 110.35 wind 9.0 1440 < th dose independent rect. 3 1
80 110.35 temperature 10.0 1440 > th dose independent rect. 3 1
83 110.35 temperature 30.0 1440 < th dose independent rect. 3 1
87 110.35 humidity 50.0 1440 > th dose independent rect. 3 1
96 110.35 atmosphere 995.0 1440 > th dose independent rect. 3 1
97 110.35 radiation 1.0 1440 < th dose independent rect. 3 1
117 110.35 temperature 10.0 1440 > th dose independent rect. 4 23
164 114.98 wind 9.0 30 < th dose independent rect. 3 23
165 115.28 atmosphere 995.0 30 > th dose independent rect. 3 23
167 115.66 temperature 25.0 90 > th dose dependent rect. 1 3
173 117.18 precipitation 0.1 30 < th dose independent rect. 3 23
174 117.18 precipitation 0.1 30 < th dose dependent rect. 3 23
202 127.24 humidity 50.0 30 > th dose independent rect. 3 23
253 131.37 temperature 30.0 30 < th dose independent rect. 3 23
297 134.71 humidity 90.0 90 < th dose independent rect. 2 1
302 135.41 wind 1.0 30 < th dose independent rect. 24 3
352 138.17 atmosphere 1015.0 30 < th dose independent rect. 3 23
360 138.38 temperature 25.0 1440 < th dose independent rect. 1 1
374 139.11 wind 1.0 10 < th dose independent rect. 13 14
415 139.92 temperature 10.0 30 > th dose dependent rect. 3 23
442 140.41 wind 1.0 30 > th dose independent rect. 3 23
471 140.56 atmosphere 995.0 720 > th dose independent rect. 23 16
492 140.82 precipitation 0.1 720 < th dose independent rect. 15 8
493 140.82 precipitation 0.1 720 < th dose dependent rect. 15 8
494 140.89 humidity 90.0 90 < th dose independent rect. 1 4
497 140.92 temperature 10.0 720 > th dose independent rect. 15 8
498 140.92 temperature 10.0 720 > th dose independent rect. 23 16
501 140.96 wind 9.0 30 < th dose dependent rect. 3 23
505 141.04 wind 3.0 30 < th dose dependent rect. 2 6
508 141.07 atmosphere 995.0 720 > th dose independent rect. 15 8
510 141.08 wind 1.0 10 < th dose independent rect. 8 19
521 141.22 humidity 50.0 720 > th dose independent rect. 3 8
524 141.27 temperature 10.0 720 > th dose independent rect. 3 8
525 141.27 atmosphere 995.0 720 > th dose independent rect. 3 8
526 141.27 temperature 10.0 720 > th dose independent rect. 11 16
532 141.36 atmosphere 995.0 720 > th dose independent rect. 11 16
544 141.51 wind 9.0 720 < th dose independent rect. 3 8
605 142.16 wind 1.0 10 > th dose independent sin 7 NA
606 142.16 wind 1.0 10 > th dose independent sin 15 NA
639 142.51 humidity 90.0 10 > th dose independent rect. 24 3
640 142.51 wind 9.0 720 < th dose dependent rect. 2 1
698 142.91 precipitation 0.1 720 < th dose independent rect. 11 16
699 142.91 precipitation 0.1 720 < th dose dependent rect. 11 16
704 142.95 precipitation 0.1 720 < th dose independent rect. 23 16
706 142.95 precipitation 0.1 720 < th dose dependent rect. 23 16
708 142.96 wind 1.0 10 > th dose independent rect. 21 14
710 143.01 radiation 40.0 30 < th dose independent rect. 14 12
723 143.07 atmosphere 1000.0 10 > th dose independent rect. 14 12
732 143.17 atmosphere 995.0 30 > th dose dependent rect. 3 23
750 143.34 precipitation 0.1 720 < th dose independent rect. 3 8
751 143.34 precipitation 0.1 720 < th dose dependent rect. 3 8
753 143.36 humidity 60.0 10 > th dose independent rect. 14 12
779 143.56 radiation 1.0 10 < th dose dependent rect. 2 12
828 143.62 wind 9.0 1440 < th dose independent rect. 3 3
829 143.62 temperature 10.0 1440 > th dose independent rect. 3 3
832 143.62 temperature 30.0 1440 < th dose independent rect. 3 3
836 143.62 humidity 50.0 1440 > th dose independent rect. 3 3
846 143.62 atmosphere 995.0 1440 > th dose independent rect. 3 3
847 143.62 radiation 20.0 1440 < th dose independent rect. 3 3
856 143.62 temperature 10.0 1440 > th dose independent rect. 6 21
860 143.63 atmosphere 1000.0 10 > th dose independent rect. 2 12
872 143.66 radiation 40.0 10 < th dose dependent rect. 14 12
874 143.68 temperature 15.0 720 > th dose independent rect. 14 1
875 143.68 wind 9.0 10 < th dose independent rect. 14 12
876 143.68 precipitation 0.1 10 < th dose independent rect. 2 12
878 143.68 precipitation 0.1 10 < th dose dependent rect. 2 12
885 143.71 atmosphere 1000.0 720 > th dose independent rect. 14 1
888 143.72 precipitation 0.1 720 < th dose independent rect. 14 1
889 143.72 precipitation 0.1 720 < th dose dependent rect. 14 1
890 143.73 wind 1.0 720 > th dose independent rect. 15 8
891 143.73 temperature 10.0 10 > th dose independent rect. 2 12
893 143.73 temperature 10.0 10 > th dose independent rect. 14 12
895 143.73 atmosphere 1015.0 10 < th dose independent rect. 2 12
939 143.80 wind 1.0 10 > th dose independent rect. 21 23
954 143.87 radiation 1.0 10 < th dose dependent rect. 2 10
961 143.89 wind 3.0 30 < th dose dependent rect. 2 11
974 143.92 atmosphere 995.0 720 > th dose independent rect. 3 23
984 143.96 precipitation 0.1 10 < th dose independent rect. 14 12
985 143.96 precipitation 0.1 10 < th dose dependent rect. 14 12
998 144.00 radiation 1.0 10 < th dose independent rect. 2 12