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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.

Os05g0438300

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

Description :


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 3.97 (0.102) R2 : 0.164
β1 : 1.5 (0.451) R2dD : 0.0441 R2D : -0.0803
β2 : -- (--) R2dC : -- R2C : --
β3 : -3.02 (0.5) R2dE : 0.17 R2E : -0.00396
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -8.25 (1.57) R2dD*E : 0.187 R2D*E : -0.271
γ1 : 1.09 (0.215) R2dN8 : 0.0883 R2N8 : 0.0554
σ : 1.59
deviance : 1163.72
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_____
C
peak time of C : --
E
wheather : temperature
threshold : 23.9
memory length : 4457
response mode : < th
dose dependency : dose dependent
G
type of G : no
peak or start time of G : --
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 dependent, 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
1160.74 1.6 3.97 1.5 0.186 -3.05 0.473 -8.32 1.09 1.41 23.9 4506 -- --
1200.42 1.61 4.24 0.282 0.0209 -1.82 0.436 -- 0.835 1.48 39.48 2432 -- --
1161.32 1.59 3.97 1.49 0.198 -3.04 -- -8.31 1.08 23.8 23.89 4483 -- --
1201.24 1.61 4.24 0.261 0.0281 -1.83 -- -- 0.835 1.98 41.69 2436 -- --
1163.72 1.59 3.97 1.5 -- -3.02 -- -8.25 1.09 -- 23.9 4457 -- --
1265.48 1.67 4.16 0.975 0.227 -- 0.545 -- 1.21 1.81 -- -- -- --
1266.34 1.67 4.16 0.959 0.235 -- -- -- 1.21 0.563 -- -- -- --
1201.27 1.61 4.24 0.257 -- -1.84 -- -- 0.834 -- 35.1 2436 -- --
1202.74 1.62 4.25 -- 0.0158 -1.93 -- -- 0.79 2.59 52.29 2458 -- --
1269.79 1.67 4.16 0.967 -- -- -- -- 1.21 -- -- -- -- --
1290.59 1.68 4.18 -- 0.249 -- -- -- 1.1 0.752 -- -- -- --
1202.75 1.62 4.25 -- -- -1.94 -- -- 0.788 -- 37.33 2458 -- --
1294.48 1.68 4.18 -- -- -- -- -- 1.1 -- -- -- -- --

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 1148.42 radiation 1 43200 < th dose independent rect. 18 3
4 1148.43 radiation 1 43200 < th dose independent rect. 18 6
7 1148.47 radiation 1 43200 < th dose independent rect. 18 10
11 1148.69 radiation 1 43200 > th dose independent rect. 18 1
23 1153.51 radiation 1 4320 > th dose independent rect. 17 2
34 1156.40 temperature 20 1440 > th dose dependent rect. 19 1
35 1157.32 radiation 1 4320 < th dose independent rect. 17 4
37 1157.33 radiation 1 4320 < th dose independent rect. 17 11
51 1158.61 temperature 30 1440 < th dose dependent rect. 19 1
52 1158.64 radiation 1 1440 > th dose dependent rect. 17 1
58 1159.59 wind 1 43200 > th dose independent rect. 9 1
74 1159.91 radiation 10 1440 < th dose dependent rect. 17 1
77 1160.07 radiation 1 43200 < th dose dependent rect. 18 11
79 1160.14 radiation 1 4320 < th dose dependent rect. 17 13
80 1160.25 radiation 1 14400 < th dose dependent rect. 16 3
85 1160.36 radiation 1 43200 < th dose dependent rect. 2 3
90 1160.53 radiation 1 14400 < th dose dependent sin 15 NA
95 1160.56 radiation 1 14400 < th dose dependent rect. 13 6
157 1161.02 radiation 40 1440 < th dose dependent rect. 17 3
175 1161.11 radiation 10 1440 < th dose dependent rect. 17 10
191 1161.24 radiation 30 1440 < th dose dependent rect. 17 10
215 1161.33 temperature 25 4320 < th dose dependent rect. 21 15
230 1161.42 wind 1 14400 > th dose independent rect. 20 6
239 1161.44 temperature 25 4320 < th dose dependent rect. 24 12
246 1161.48 temperature 25 4320 < th dose dependent sin 8 NA
272 1161.56 radiation 1 43200 < th dose dependent rect. 20 9
304 1161.70 temperature 25 4320 < th dose dependent rect. 19 14
376 1162.02 temperature 25 4320 < th dose dependent rect. 2 1
377 1162.02 wind 1 14400 < th dose dependent rect. 19 4
482 1162.65 temperature 25 4320 < th dose dependent rect. 6 1
517 1162.86 temperature 15 4320 > th dose dependent rect. 2 6
521 1162.90 temperature 20 1440 > th dose dependent rect. 6 1
528 1162.94 radiation 1 4320 > th dose independent rect. 12 18
547 1163.11 temperature 25 4320 < th dose dependent rect. 5 3
553 1163.15 radiation 1 43200 < th dose independent sin 18 NA
555 1163.16 radiation 1 14400 > th dose independent rect. 12 7
578 1163.20 radiation 1 43200 < th dose independent rect. 10 17
586 1163.22 radiation 1 43200 < th dose independent rect. 10 9
594 1163.22 radiation 1 43200 < th dose independent rect. 10 14
601 1163.23 radiation 1 43200 < th dose independent rect. 13 14
604 1163.24 radiation 1 43200 < th dose independent rect. 13 6
606 1163.24 radiation 1 43200 < th dose independent rect. 13 11
631 1163.26 radiation 40 14400 > th dose independent rect. 15 18
674 1163.35 radiation 1 43200 > th dose independent sin 18 NA
756 1163.48 temperature 15 4320 > th dose dependent rect. 18 14
851 1163.62 radiation 1 43200 > th dose independent rect. 16 3
874 1163.65 temperature 15 4320 > th dose dependent rect. 21 12
995 1164.19 temperature 15 4320 > th dose dependent rect. 22 1