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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.

Os04g0344100

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

Description : Terpene synthase-like domain containing protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 4.33 (0.0538) R2 : 0.084
β1 : -- (--) R2dD : -- R2D : --
β2 : 0.853 (0.141) R2dC : 0.0745 R2C : 0.0696
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.267 (0.113) R2dN8 : 0.0144 R2N8 : 0.00951
σ : 1.01
deviance : 469.93
__
_____
C
peak time of C : 18.7
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 = wind, 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
452.93 1 4.42 -0.141 0.816 0.157 -0.533 2.61 0.185 18.8 1 1675 -- --
461.39 1 4.33 -0.0094 0.833 0.654 -0.156 -- 0.234 18.3 0.8 809 -- --
453.62 0.992 4.42 -0.129 0.815 0.161 -- 2.52 0.184 18.9 1.015 1675 -- --
460.94 1 4.35 0.055 0.799 0.837 -- -- 0.179 18.2 0.9 808 -- --
486.76 1.03 4.4 -0.128 -- 0.374 -- 2.64 0.185 -- 1 1747 -- --
469.36 1.02 4.34 -0.143 0.852 -- -0.137 -- 0.251 18.7 -- -- -- --
469.4 1.01 4.34 -0.141 0.851 -- -- -- 0.251 18.7 -- -- -- --
478.79 1.02 4.32 0.0337 -- 0.725 -- -- 0.204 -- 3.5 348 -- --
460.91 1 4.35 -- 0.788 0.818 -- -- 0.155 18.3 0.8998 808 -- --
507.22 1.05 4.32 -0.161 -- -- -- -- 0.234 -- -- -- -- --
469.93 1.01 4.33 -- 0.853 -- -- -- 0.267 18.7 -- -- -- --
478.85 1.02 4.32 -- -- 0.743 -- -- 0.211 -- 3.5 348 -- --
507.9 1.05 4.32 -- -- -- -- -- 0.252 -- -- -- -- --

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
1 440.53 wind 3.0 1440 < th dose dependent rect. 8 5
3 441.24 wind 3.0 1440 < th dose dependent rect. 8 3
5 441.90 wind 3.0 1440 < th dose independent rect. 1 2
7 442.23 precipitation 0.1 4320 < th dose independent rect. 6 3
8 442.23 precipitation 0.1 4320 < th dose dependent rect. 6 3
9 442.38 wind 3.0 1440 < th dose independent rect. 8 5
10 442.52 wind 3.0 1440 < th dose independent rect. 8 2
13 443.18 wind 3.0 1440 > th dose independent rect. 8 2
14 443.22 wind 3.0 1440 > th dose independent rect. 8 5
19 443.68 wind 3.0 1440 > th dose independent rect. 24 3
20 443.80 precipitation 0.1 4320 < th dose independent rect. 5 6
21 443.80 precipitation 0.1 4320 < th dose dependent rect. 5 6
37 444.55 wind 3.0 1440 > th dose independent rect. 23 14
42 444.74 wind 3.0 1440 < th dose independent rect. 23 14
49 444.99 wind 9.0 1440 < th dose dependent rect. 1 2
56 445.17 wind 1.0 1440 > th dose dependent rect. 1 2
59 445.19 precipitation 0.1 4320 > th dose dependent rect. 5 8
61 445.24 precipitation 0.1 4320 > th dose independent rect. 5 6
62 445.24 precipitation 0.1 4320 > th dose dependent rect. 5 6
64 445.27 precipitation 0.1 4320 > th dose independent rect. 5 8
79 445.59 wind 3.0 1440 > th dose independent rect. 18 19
85 445.75 wind 3.0 720 > th dose independent rect. 11 2
102 445.97 wind 3.0 1440 < th dose independent rect. 18 19
138 446.54 wind 3.0 1440 > th dose dependent rect. 20 14
156 446.86 wind 3.0 1440 > th dose dependent rect. 23 11
185 447.19 wind 5.0 1440 < th dose dependent rect. 23 14
187 447.21 humidity 80.0 4320 < th dose independent rect. 6 5
193 447.28 wind 1.0 1440 > th dose dependent rect. 8 2
200 447.32 humidity 80.0 4320 > th dose independent rect. 6 5
239 447.59 wind 3.0 720 > th dose dependent rect. 23 14
243 447.63 wind 3.0 1440 > th dose dependent sin 9 NA
249 447.70 wind 3.0 1440 > th dose independent sin 8 NA
269 447.84 atmosphere 1005.0 43200 < th dose independent rect. 23 1
314 448.12 wind 9.0 1440 < th dose dependent rect. 20 17
328 448.18 wind 5.0 1440 < th dose dependent rect. 18 19
340 448.30 wind 3.0 1440 < th dose independent sin 8 NA
397 448.61 humidity 90.0 4320 > th dose dependent rect. 8 6
420 448.74 atmosphere 1005.0 43200 < th dose independent rect. 22 4
465 448.97 wind 1.0 1440 < th dose dependent rect. 8 11
508 449.20 atmosphere 1005.0 43200 < th dose independent rect. 1 1
549 449.36 humidity 80.0 4320 < th dose independent rect. 9 1
583 449.51 humidity 90.0 4320 > th dose dependent rect. 9 2
591 449.54 wind 1.0 1440 < th dose dependent rect. 18 2
607 449.59 radiation 20.0 30 < th dose dependent rect. 3 23
622 449.65 humidity 50.0 4320 < th dose dependent rect. 12 2
627 449.67 wind 1.0 1440 < th dose independent rect. 8 11
660 449.79 atmosphere 1005.0 43200 > th dose independent rect. 1 1
681 449.84 wind 1.0 1440 > th dose dependent rect. 8 5
685 449.86 atmosphere 1005.0 43200 < th dose independent rect. 11 1
712 449.92 humidity 70.0 4320 > th dose dependent rect. 7 3
742 450.00 temperature 25.0 30 < th dose dependent rect. 5 17
755 450.04 wind 3.0 1440 > th dose independent rect. 18 9
766 450.07 wind 1.0 1440 > th dose independent rect. 8 12
773 450.08 wind 9.0 1440 < th dose dependent sin 9 NA
797 450.15 wind 3.0 1440 < th dose independent rect. 18 9
804 450.17 radiation 1.0 4320 > th dose independent rect. 6 3
878 450.40 atmosphere 1005.0 43200 > th dose independent rect. 22 1
893 450.46 atmosphere 1005.0 43200 > th dose independent rect. 22 6
894 450.46 wind 1.0 1440 > th dose independent rect. 8 22
897 450.47 radiation 1.0 4320 < th dose independent rect. 6 2
908 450.50 radiation 1.0 4320 > th dose independent rect. 6 7
975 450.66 radiation 1.0 4320 < th dose independent rect. 6 7
976 450.66 wind 1.0 1440 < th dose independent rect. 8 22