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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.

Os07g0129800

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

Description : Legume lectin, beta domain containing protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 2.75 (0.0405) R2 : 0.211
β1 : 0.538 (0.145) R2dD : 0.0257 R2D : -0.126
β2 : -- (--) R2dC : -- R2C : --
β3 : -21.8 (3.06) R2dE : 3.34 R2E : -4.01
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : 75.5 (9.64) R2dD*E : 4.06 R2D*E : -3.23
γ1 : 0.53 (0.0793) R2dN8 : 0.105 R2N8 : 0.0456
σ : 0.694
deviance : 222.23
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_____
C
peak time of C : --
E
wheather : precipitation
threshold : 0.9438
memory length : 38
response mode : > th
dose dependency : dose dependent
G
type of G : sin
peak or start time of G : 20.1
open length of G : --

__

Dependence on each variable

Residual plot

Process of the parameter reduction
(fixed parameters. wheather = precipitation, response mode = > th, dose dependency = dose dependent, type of G = sin)

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
220.15 0.697 2.74 0.544 0.155 -20 0.482 69.6 0.53 3.1 0.9044 38 19.7 --
259.13 0.75 2.87 0.19 0.123 -0.359 0.107 -- 0.524 4.35 0.3667 34 1.21 --
220.82 0.692 2.74 0.525 0.161 -19.9 -- 69.2 0.514 3.8 0.9312 38 19.8 --
259 0.75 2.88 0.206 0.121 -0.368 -- -- 0.519 4.6 0.2935 21 5.23 --
222.23 0.694 2.75 0.538 -- -21.8 -- 75.5 0.53 -- 0.9438 38 20.1 --
259.28 0.755 2.88 0.189 0.121 -- 0.0827 -- 0.523 4.43 -- -- -- --
259.3 0.754 2.88 0.188 0.122 -- -- -- 0.522 4.67 -- -- -- --
259.76 0.751 2.88 0.205 -- -0.477 -- -- 0.527 -- 0.2664 27 7.39 --
259.96 0.751 2.88 -- 0.127 -0.347 -- -- 0.497 4.28 0.2109 15 7.89 --
260.09 0.754 2.88 0.193 -- -- -- -- 0.525 -- -- -- -- --
260.23 0.755 2.88 -- 0.125 -- -- -- 0.501 4.63 -- -- -- --
260.74 0.752 2.88 -- -- -0.327 -- -- 0.5 -- 0.1788 11 10.7 --
261.07 0.754 2.88 -- -- -- -- -- 0.504 -- -- -- -- --

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
1 219.86 precipitation 0.1 90 > th dose independent rect. 13 1
4 219.86 precipitation 0.1 90 > th dose dependent rect. 13 1
10 222.11 radiation 10.0 10 < th dose independent rect. 13 2
14 222.22 radiation 10.0 90 < th dose independent rect. 12 1
20 222.61 radiation 10.0 10 < th dose dependent rect. 14 1
58 228.81 temperature 25.0 10 < th dose dependent rect. 12 2
101 232.96 humidity 80.0 10 > th dose dependent rect. 14 1
123 234.64 humidity 80.0 10 > th dose independent rect. 14 1
131 234.98 precipitation 0.1 90 > th dose dependent rect. 6 8
133 235.06 radiation 10.0 10 < th dose dependent rect. 6 9
136 235.17 radiation 10.0 10 < th dose dependent rect. 8 7
153 235.79 atmosphere 1005.0 30 > th dose dependent rect. 13 1
154 235.80 temperature 25.0 10 < th dose independent rect. 13 1
178 236.03 radiation 40.0 10 < th dose independent rect. 12 2
278 238.83 precipitation 0.1 90 > th dose independent rect. 6 8
304 239.87 wind 3.0 90 < th dose independent rect. 13 1
306 240.02 atmosphere 1000.0 30 > th dose independent rect. 13 1
317 240.16 wind 5.0 10 < th dose dependent rect. 14 1
355 240.85 temperature 20.0 90 < th dose independent rect. 12 7
356 240.86 temperature 20.0 90 < th dose independent rect. 14 5
379 241.29 atmosphere 1010.0 270 > th dose independent rect. 12 1
401 241.58 wind 7.0 30 < th dose dependent rect. 12 3
472 242.70 wind 1.0 90 > th dose independent rect. 13 1
563 244.07 radiation 10.0 10 < th dose independent rect. 6 9
600 244.45 temperature 20.0 30 > th dose independent rect. 13 1
610 244.65 temperature 20.0 30 < th dose dependent rect. 12 8
626 244.79 radiation 1.0 30 > th dose independent rect. 13 1
630 244.82 temperature 20.0 30 < th dose dependent rect. 15 5
636 244.85 precipitation 0.1 30 < th dose independent rect. 13 1
638 244.85 precipitation 0.1 30 < th dose dependent rect. 13 1
640 244.87 temperature 10.0 1440 > th dose independent rect. 14 1
644 244.87 temperature 10.0 1440 > th dose independent rect. 15 23
651 244.91 temperature 10.0 90 > th dose independent rect. 13 1
654 244.91 atmosphere 1010.0 90 < th dose independent rect. 13 1
656 244.91 temperature 10.0 90 > th dose independent rect. 14 23
687 245.06 wind 9.0 30 < th dose independent rect. 14 23
693 245.15 temperature 20.0 720 > th dose dependent rect. 9 2
694 245.16 radiation 10.0 90 < th dose dependent rect. 19 19
888 246.19 temperature 20.0 720 > th dose dependent rect. 7 6