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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.

Os05g0166600

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

Description : Curculin-like (mannose-binding) lectin domain containing protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 3.11 (0.0325) R2 : 0.0191
β1 : -- (--) R2dD : -- R2D : --
β2 : -- (--) R2dC : -- R2C : --
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.204 (0.0684) R2dN8 : 0.0247 R2N8 : 0.0191
σ : 0.612
deviance : 172.04
__
_____
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 = radiation, 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
154.11 0.583 3.05 -0.0559 0.179 -0.549 -0.217 1.27 -0.0232 8.52 10.82 1390 -- --
157.75 0.585 3.05 -0.0647 0.159 -0.579 -0.269 -- -0.013 8.39 10.59 1383 -- --
154.26 0.578 3.05 -0.0593 0.179 -0.547 -- 1.3 -0.0225 8.55 10.82 1390 -- --
157.17 0.584 3.08 -0.234 0.142 -0.551 -- -- -0.0735 7.92 11.1 1390 -- --
154.81 0.579 3.05 -0.0618 -- -0.603 -- 1.39 -0.0157 -- 10.83 1298 -- --
164.68 0.602 3.11 -0.406 0.212 -- -0.23 -- -0.251 9.16 -- -- -- --
164.86 0.601 3.11 -0.414 0.213 -- -- -- -0.251 9.23 -- -- -- --
157.3 0.584 3.08 -0.252 -- -0.584 -- -- -0.0889 -- 10.57 1290 -- --
158.54 0.586 3.07 -- 0.162 -0.571 -- -- -0.0611 7.87 10.48 1378 -- --
167.5 0.605 3.12 -0.415 -- -- -- -- -0.25 -- -- -- -- --
169.38 0.609 3.1 -- 0.213 -- -- -- -0.205 9.38 -- -- -- --
158.84 0.587 3.07 -- -- -0.657 -- -- -0.0513 -- 10.49 1292 -- --
172.04 0.612 3.11 -- -- -- -- -- -0.204 -- -- -- -- --

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
1 146.85 radiation 1.0 1440 < th dose independent rect. 11 1
2 146.85 radiation 1.0 1440 < th dose dependent rect. 11 1
3 147.91 radiation 1.0 1440 > th dose independent rect. 9 3
4 148.34 radiation 1.0 1440 < th dose independent rect. 9 3
5 148.34 radiation 1.0 1440 < th dose dependent rect. 9 3
6 148.94 radiation 1.0 1440 < th dose independent rect. 9 1
7 148.94 radiation 1.0 1440 < th dose dependent rect. 9 1
17 149.30 radiation 1.0 1440 < th dose independent rect. 13 1
18 149.30 radiation 1.0 1440 < th dose dependent rect. 13 1
19 149.43 radiation 1.0 1440 > th dose independent rect. 13 1
23 149.47 radiation 1.0 1440 > th dose independent rect. 11 1
24 149.49 radiation 1.0 1440 > th dose independent rect. 9 1
72 151.49 radiation 1.0 1440 < th dose dependent rect. 4 1
77 151.74 wind 1.0 720 < th dose independent rect. 23 1
79 151.78 humidity 70.0 14400 < th dose dependent rect. 21 1
92 151.92 radiation 1.0 1440 < th dose dependent rect. 15 1
94 151.95 radiation 1.0 1440 < th dose dependent rect. 20 9
100 152.06 humidity 90.0 720 > th dose dependent rect. 20 1
101 152.06 radiation 20.0 1440 < th dose dependent rect. 11 2
104 152.39 humidity 60.0 14400 < th dose independent rect. 6 1
106 152.39 humidity 60.0 14400 < th dose independent rect. 20 1
108 152.39 radiation 20.0 14400 > th dose independent rect. 17 1
159 152.39 humidity 60.0 14400 < th dose dependent rect. 6 1
163 152.39 radiation 20.0 14400 > th dose dependent rect. 17 1
228 153.10 radiation 20.0 1440 < th dose dependent rect. 11 5
233 153.16 atmosphere 1005.0 720 < th dose independent rect. 20 1
240 153.38 humidity 60.0 14400 > th dose independent rect. 7 1
241 153.42 radiation 20.0 1440 < th dose independent rect. 11 2
243 153.44 wind 1.0 270 < th dose dependent rect. 24 1
244 153.47 atmosphere 1005.0 720 > th dose independent rect. 20 2
246 153.54 radiation 1.0 1440 > th dose dependent rect. 11 2
249 153.62 radiation 30.0 43200 < th dose independent rect. 17 9
251 153.67 atmosphere 1005.0 720 < th dose independent rect. 19 4
266 153.96 radiation 10.0 1440 > th dose independent rect. 5 10
289 154.08 precipitation 0.1 14400 > th dose dependent rect. 22 8
296 154.12 radiation 20.0 1440 < th dose dependent rect. 11 16
319 154.20 radiation 10.0 1440 > th dose independent rect. 11 22
331 154.27 precipitation 0.1 14400 > th dose independent rect. 22 8
332 154.28 precipitation 0.1 14400 < th dose independent rect. 22 8
334 154.28 precipitation 0.1 14400 < th dose dependent rect. 22 8
348 154.41 radiation 1.0 43200 > th dose independent rect. 9 1
351 154.42 radiation 1.0 43200 < th dose independent rect. 9 1
354 154.43 radiation 10.0 1440 > th dose independent sin 1 NA
381 154.56 radiation 20.0 1440 < th dose dependent rect. 14 1
401 154.65 radiation 10.0 1440 > th dose independent rect. 8 23
433 154.70 radiation 20.0 1440 < th dose dependent rect. 8 19
471 154.80 radiation 10.0 43200 < th dose dependent rect. 19 10
477 154.82 radiation 10.0 1440 > th dose independent no NA NA
557 154.82 radiation 10.0 43200 < th dose dependent rect. 22 7
597 154.86 radiation 1.0 43200 < th dose independent rect. 19 10
599 154.86 radiation 20.0 1440 < th dose dependent sin 20 NA
606 154.87 radiation 1.0 43200 < th dose independent rect. 22 7
615 154.89 radiation 10.0 43200 < th dose dependent rect. 24 5
617 154.90 radiation 10.0 43200 < th dose dependent rect. 3 2
628 154.92 radiation 1.0 43200 < th dose independent rect. 3 2
629 154.92 radiation 1.0 43200 < th dose independent rect. 24 5
637 154.93 radiation 1.0 43200 < th dose dependent rect. 9 1
656 154.95 radiation 10.0 1440 > th dose independent rect. 14 23
657 154.96 radiation 1.0 43200 > th dose independent rect. 4 1
667 154.96 radiation 1.0 43200 > th dose dependent rect. 4 1
739 155.11 atmosphere 1005.0 270 < th dose independent rect. 23 2
753 155.16 radiation 20.0 1440 < th dose independent rect. 11 7
766 155.16 radiation 20.0 1440 < th dose independent rect. 11 18
772 155.17 radiation 20.0 1440 < th dose independent rect. 11 13
773 155.17 radiation 20.0 1440 < th dose independent rect. 11 16
781 155.18 atmosphere 1015.0 4320 > th dose dependent rect. 8 1
784 155.20 radiation 40.0 43200 > th dose dependent rect. 15 1
893 155.44 atmosphere 1015.0 4320 < th dose independent rect. 8 1
921 155.46 precipitation 0.1 270 > th dose independent rect. 2 1
923 155.46 precipitation 0.1 270 > th dose dependent rect. 2 1
933 155.48 atmosphere 1015.0 4320 > th dose independent rect. 8 1
936 155.48 humidity 60.0 14400 > th dose independent rect. 3 5
977 155.54 humidity 60.0 14400 > th dose independent rect. 1 7
990 155.55 atmosphere 1005.0 270 < th dose independent rect. 21 6