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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.

Os07g0606800

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

Description : Esterase/lipase/thioesterase domain containing protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 3.41 (0.0346) R2 : 0.00742
β1 : -- (--) R2dD : -- R2D : --
β2 : -- (--) R2dC : -- R2C : --
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.135 (0.0729) R2dN8 : 0.00959 R2N8 : 0.00742
σ : 0.652
deviance : 195.31
__
_____
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 = atmosphere, response mode = < th, dose dependency = dose independent, 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
168.91 0.611 3.51 -0.659 0.458 1.83 -0.0346 -10.4 -0.131 18.1 999.2 1746 -- --
170.52 0.608 3.42 -0.146 0.452 2.07 0.0434 -- -0.125 18.3 991.5 2565 -- --
168.87 0.605 3.51 -0.636 0.461 1.81 -- -10.3 -0.129 18.2 999 1805 -- --
170.5 0.608 3.42 -0.135 0.453 2.1 -- -- -0.124 18.2 991.6 2577 -- --
179.78 0.624 3.5 -0.648 -- 1.82 -- -10.3 -0.14 -- 999 1794 -- --
183.2 0.635 3.42 -0.21 0.454 -- -0.228 -- -0.148 17.6 -- -- -- --
183.29 0.634 3.42 -0.21 0.454 -- -- -- -0.149 17.8 -- -- -- --
181.15 0.627 3.41 -0.153 -- 2.11 -- -- -0.131 -- 991.5 2253 -- --
170.98 0.609 3.41 -- 0.455 2.14 -- -- -0.108 18.2 991.6 2444 -- --
193.98 0.651 3.41 -0.224 -- -- -- -- -0.16 -- -- -- -- --
184.45 0.635 3.42 -- 0.457 -- -- -- -0.126 17.8 -- -- -- --
181.72 0.628 3.4 -- -- 2.14 -- -- -0.117 -- 991.7 2647 -- --
195.31 0.652 3.41 -- -- -- -- -- -0.135 -- -- -- -- --

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
1 159.97 precipitation 0.1 4320 > th dose dependent rect. 13 1
2 160.80 precipitation 0.1 4320 < th dose independent rect. 13 1
3 160.80 precipitation 0.1 4320 < th dose dependent rect. 13 1
4 161.26 precipitation 0.1 4320 < th dose independent rect. 19 1
5 161.26 precipitation 0.1 4320 < th dose dependent rect. 19 1
6 161.27 precipitation 0.1 4320 > th dose independent rect. 13 1
7 161.33 precipitation 0.1 4320 > th dose independent rect. 19 1
8 162.53 precipitation 0.1 4320 > th dose dependent rect. 19 1
9 163.63 humidity 90.0 4320 > th dose dependent rect. 13 1
16 166.75 atmosphere 1005.0 270 < th dose dependent rect. 10 2
23 167.14 precipitation 0.1 4320 > th dose dependent rect. 1 3
28 167.45 precipitation 0.1 4320 > th dose dependent rect. 24 6
29 167.48 wind 1.0 4320 > th dose independent rect. 17 2
53 167.91 atmosphere 1005.0 90 < th dose dependent rect. 10 5
54 167.94 precipitation 0.1 4320 < th dose independent rect. 24 6
57 167.94 precipitation 0.1 4320 < th dose dependent rect. 24 6
67 168.20 wind 1.0 4320 < th dose independent rect. 17 2
68 168.23 humidity 90.0 4320 > th dose independent rect. 13 1
69 168.23 precipitation 0.1 4320 > th dose independent rect. 24 6
77 168.43 radiation 30.0 1440 > th dose independent rect. 16 1
100 168.59 precipitation 0.1 4320 < th dose independent rect. 1 3
101 168.59 precipitation 0.1 4320 < th dose dependent rect. 1 3
102 168.61 precipitation 0.1 4320 > th dose independent rect. 1 3
115 168.73 atmosphere 995.0 4320 > th dose independent rect. 1 10
116 168.75 radiation 30.0 1440 > th dose dependent rect. 16 1
136 168.84 precipitation 0.1 4320 > th dose dependent rect. 18 12
138 168.85 precipitation 0.1 4320 > th dose dependent rect. 18 23
143 168.91 precipitation 0.1 4320 > th dose dependent rect. 18 14
157 169.10 atmosphere 1000.0 1440 < th dose independent rect. 11 2
160 169.11 atmosphere 1000.0 1440 < th dose dependent rect. 18 2
162 169.13 precipitation 0.1 4320 > th dose dependent rect. 18 10
168 169.18 precipitation 0.1 4320 > th dose dependent rect. 18 20
170 169.20 atmosphere 1000.0 1440 < th dose dependent rect. 7 9
175 169.21 atmosphere 1000.0 1440 < th dose dependent sin 1 NA
176 169.21 atmosphere 1000.0 1440 < th dose dependent rect. 8 7
182 169.21 atmosphere 1000.0 1440 < th dose dependent rect. 5 15
202 169.24 atmosphere 1000.0 1440 < th dose dependent rect. 11 2
318 169.32 radiation 30.0 10 > th dose dependent rect. 11 1
406 169.38 atmosphere 1000.0 1440 < th dose dependent rect. 14 1
410 169.38 humidity 90.0 4320 > th dose dependent rect. 7 7
422 169.39 atmosphere 1000.0 1440 < th dose dependent no NA NA
423 169.39 precipitation 0.1 4320 > th dose dependent rect. 5 1
425 169.39 precipitation 0.1 4320 > th dose dependent rect. 24 17
426 169.39 atmosphere 1000.0 1440 < th dose dependent rect. 18 23
479 169.49 atmosphere 995.0 4320 > th dose independent rect. 23 12
500 169.55 atmosphere 995.0 4320 > th dose independent rect. 19 16
514 169.59 precipitation 0.1 4320 > th dose independent rect. 5 1
546 169.70 wind 3.0 14400 < th dose independent rect. 22 4
552 169.71 precipitation 0.1 4320 > th dose dependent rect. 3 14
554 169.72 atmosphere 1000.0 90 < th dose independent rect. 18 2
556 169.72 atmosphere 1000.0 90 < th dose dependent rect. 18 2
574 169.76 atmosphere 1000.0 1440 < th dose independent rect. 19 1
592 169.81 atmosphere 1000.0 1440 > th dose independent rect. 20 1
601 169.85 atmosphere 1000.0 1440 > th dose independent rect. 11 2
605 169.86 atmosphere 1000.0 1440 > th dose independent rect. 19 4
626 169.95 wind 3.0 14400 < th dose dependent rect. 21 6
628 169.96 atmosphere 995.0 4320 > th dose independent rect. 23 1
629 169.96 atmosphere 1000.0 1440 < th dose independent rect. 18 5
632 169.97 humidity 70.0 90 < th dose independent rect. 18 1
640 170.00 precipitation 0.1 720 > th dose independent rect. 21 3
641 170.00 precipitation 0.1 720 > th dose dependent rect. 21 3
653 170.04 precipitation 0.1 4320 < th dose independent rect. 5 1
655 170.04 precipitation 0.1 4320 < th dose dependent rect. 5 1
681 170.07 precipitation 0.1 4320 > th dose dependent rect. 5 9
716 170.27 radiation 40.0 1440 < th dose independent rect. 16 11
718 170.27 humidity 90.0 4320 > th dose dependent rect. 7 2
722 170.28 wind 3.0 14400 > th dose independent rect. 22 4
746 170.39 radiation 40.0 1440 < th dose independent rect. 16 6
759 170.43 precipitation 0.1 4320 > th dose dependent rect. 7 10
777 170.50 wind 9.0 4320 > th dose independent rect. 23 1
778 170.50 atmosphere 995.0 4320 < th dose independent rect. 1 1
931 170.50 wind 9.0 4320 > th dose dependent rect. 23 1
932 170.50 atmosphere 995.0 4320 < th dose dependent rect. 1 1
937 170.50 atmosphere 995.0 4320 < th dose dependent rect. 21 1