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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.

Os06g0561000

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

Description : Similar to Myo-inositol oxygenase.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 6.39 (0.0739) R2 : 0.587
β1 : -5.02 (0.313) R2dD : 0.357 R2D : 0.153
β2 : 2.78 (0.17) R2dC : 0.244 R2C : 0.213
β3 : 2.03 (0.199) R2dE : 0.103 R2E : -0.0185
β4 : -4.13 (0.671) R2dD*C : 0.0348 R2D*C : 0.0185
β5 : -3.98 (0.903) R2dD*E : 0.0264 R2D*E : -0.097
γ1 : -1.26 (0.162) R2dN8 : 0.0856 R2N8 : -0.0338
σ : 1.33
deviance : 801.27
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_____
C
peak time of C : 13.8
E
wheather : temperature
threshold : 20.59
memory length : 683
response mode : > th
dose dependency : dose independent
G
type of G : sin
peak or start time of G : 3.98
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 independent, 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
801.27 1.33 6.39 -5.02 2.78 2.03 -4.13 -3.98 -1.26 13.8 20.59 683 3.98 --
832.56 1.34 6.31 -4.35 2.56 1.99 -4.19 -- -1.13 13.4 20.6 818 4.29 --
840.36 1.35 6.43 -5.79 1.94 2.3 -- -6.41 -1.5 13.9 20.5 537 1.1 --
890.35 1.39 6.32 -4.36 3.54 2.1 -- -- -1.12 13.7 20.42 603 5.61 --
924.99 1.42 6.45 -5.59 -- 3.5 -- -6.99 -1.39 -- 19.1 623 0.000127 --
932.99 1.43 6.19 -3.76 2.85 -- -3.76 -- -0.695 12.1 -- -- -- --
994.29 1.48 6.2 -3.9 2.86 -- -- -- -0.712 12.1 -- -- -- --
967.18 1.45 6.36 -4.74 -- 3.62 -- -- -1.18 -- 19.33 647 4.77e-08 --
1369.96 1.72 6.14 -- 3.37 1.16 -- -- -0.439 13.1 20.59 594 6.08 --
1509.2 1.82 6.26 -3.99 -- -- -- -- -0.753 -- -- -- -- --
1396.04 1.75 6.1 -- 2.91 -- -- -- -0.278 12.1 -- -- -- --
1396.04 1.74 6.15 -- -- 2.91 -- -- -0.278 -- 13.86 782 0.37 --
1930.1 2.05 6.16 -- -- -- -- -- -0.31 -- -- -- -- --

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
1 774.95 humidity 90.0 14400 < th dose independent rect. 22 6
7 777.98 humidity 80.0 43200 > th dose dependent rect. 8 2
11 780.74 humidity 90.0 43200 < th dose independent rect. 4 8
13 781.32 humidity 90.0 43200 < th dose independent rect. 5 6
23 782.83 humidity 90.0 43200 > th dose independent rect. 5 5
24 782.94 humidity 90.0 14400 > th dose independent rect. 1 1
30 783.79 atmosphere 1005.0 14400 > th dose independent rect. 15 2
32 783.95 humidity 90.0 14400 > th dose independent rect. 22 6
37 784.35 humidity 90.0 43200 > th dose independent rect. 4 9
41 784.57 humidity 80.0 43200 > th dose dependent rect. 5 7
58 785.71 humidity 90.0 43200 < th dose independent rect. 8 1
62 785.81 humidity 90.0 14400 > th dose independent rect. 21 8
79 786.52 atmosphere 1005.0 14400 < th dose independent rect. 15 2
94 787.07 precipitation 0.1 43200 > th dose dependent rect. 5 1
96 787.15 precipitation 0.1 43200 > th dose independent rect. 5 1
119 787.85 precipitation 0.1 43200 < th dose independent rect. 5 1
120 787.85 precipitation 0.1 43200 < th dose dependent rect. 5 1
124 788.03 humidity 90.0 43200 > th dose independent rect. 8 1
134 788.56 humidity 90.0 43200 < th dose independent sin 2 NA
138 788.75 atmosphere 1005.0 14400 > th dose independent rect. 15 8
142 788.80 humidity 80.0 43200 > th dose independent rect. 10 1
148 788.96 atmosphere 1005.0 14400 > th dose independent rect. 14 11
157 789.12 humidity 90.0 14400 > th dose independent rect. 24 8
176 789.51 precipitation 0.1 43200 > th dose dependent rect. 4 3
187 789.72 precipitation 0.1 43200 < th dose independent rect. 3 4
188 789.72 precipitation 0.1 43200 < th dose dependent rect. 3 4
198 789.86 precipitation 0.1 43200 > th dose independent rect. 3 5
208 790.05 atmosphere 995.0 43200 > th dose independent rect. 15 1
217 790.25 humidity 80.0 43200 < th dose independent rect. 10 1
229 790.44 precipitation 0.1 43200 > th dose dependent rect. 3 5
231 790.52 precipitation 0.1 43200 < th dose independent rect. 3 7
233 790.52 precipitation 0.1 43200 < th dose dependent rect. 3 7
237 790.57 humidity 90.0 43200 > th dose independent sin 2 NA
239 790.62 atmosphere 995.0 43200 < th dose independent rect. 15 1
242 790.66 precipitation 0.1 43200 > th dose independent rect. 3 7
248 790.77 atmosphere 995.0 43200 < th dose dependent rect. 15 2
251 790.83 atmosphere 995.0 43200 > th dose independent rect. 14 3
263 790.96 atmosphere 995.0 43200 < th dose independent rect. 14 3
273 791.13 atmosphere 1005.0 14400 > th dose independent sin 17 NA
306 791.72 atmosphere 1005.0 14400 < th dose independent rect. 14 9
325 792.08 atmosphere 995.0 43200 > th dose independent rect. 13 6
386 792.70 atmosphere 995.0 43200 < th dose independent rect. 13 6
392 792.76 humidity 90.0 43200 > th dose dependent sin 1 NA
431 793.38 radiation 1.0 43200 < th dose independent rect. 20 15
433 793.39 radiation 1.0 43200 > th dose independent rect. 4 7
446 793.39 radiation 1.0 43200 < th dose independent rect. 22 13
457 793.40 radiation 1.0 43200 < th dose independent rect. 3 8
458 793.40 radiation 1.0 43200 < th dose independent rect. 24 11
511 793.89 atmosphere 1005.0 14400 < th dose independent sin 17 NA
517 793.97 atmosphere 995.0 14400 > th dose dependent rect. 18 1
674 795.24 atmosphere 1015.0 14400 < th dose dependent rect. 18 1
689 795.37 wind 1.0 43200 > th dose independent rect. 2 1
696 795.44 atmosphere 995.0 14400 > th dose dependent rect. 16 6
700 795.46 atmosphere 1000.0 14400 > th dose dependent rect. 21 1
740 795.69 radiation 1.0 43200 < th dose independent sin 7 NA
751 795.73 radiation 1.0 43200 > th dose independent sin 7 NA
789 795.91 humidity 90.0 43200 < th dose independent rect. 13 1
790 795.91 temperature 15.0 43200 > th dose dependent rect. 14 1
938 796.55 radiation 1.0 14400 < th dose dependent rect. 19 11