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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.

Os04g0483300

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

Description : Hypothetical protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 3.09 (0.0199) R2 : 0.000216
β1 : -- (--) R2dD : -- R2D : --
β2 : -- (--) R2dC : -- R2C : --
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.0131 (0.0418) R2dN8 : 0.000279 R2N8 : 0.000216
σ : 0.374
deviance : 64.25
__
_____
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 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
61.41 0.368 3.07 0.25 0.359 0.305 -1.09 -1.17 0.0656 12.6 0.1307 145 -- --
62.87 0.369 3.07 0.141 0.229 0.221 0.213 -- 0.0519 13.5 22.05 249 -- --
61.87 0.366 3.07 0.204 0.416 0.352 -- -0.274 0.0531 12.8 0.04999 151 -- --
62.31 0.368 3.07 0.199 0.415 0.349 -- -- 0.052 13 0.005937 153 -- --
63.25 0.37 3.09 0.153 -- 0.0206 -- -0.263 0.0297 -- 16.28 184 -- --
63.46 0.373 3.09 0.149 0.0178 -- 0.174 -- 0.0298 11.4 -- -- -- --
63.59 0.373 3.09 0.155 0.0193 -- -- -- 0.0303 9.62 -- -- -- --
63.48 0.371 3.09 0.156 -- 0.0592 -- -- 0.0335 -- 65.85 258 -- --
63.31 0.371 3.07 -- 0.415 0.349 -- -- 0.052 13 0.005944 153 -- --
63.61 0.373 3.09 0.155 -- -- -- -- 0.0303 -- -- -- -- --
64.22 0.375 3.09 -- 0.0193 -- -- -- 0.013 9.01 -- -- -- --
64.12 0.373 3.09 -- -- 0.0582 -- -- 0.0163 -- 72.52 258 -- --
64.25 0.374 3.09 -- -- -- -- -- 0.0131 -- -- -- -- --

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 49.72 temperature 10.0 1440 > th dose independent rect. 21 1
4 49.72 temperature 30.0 1440 < th dose independent rect. 21 1
8 49.72 humidity 50.0 1440 > th dose independent rect. 21 1
14 49.72 atmosphere 995.0 1440 > th dose independent rect. 21 1
15 49.72 radiation 1.0 1440 < th dose independent rect. 21 1
35 49.72 temperature 10.0 1440 > th dose independent rect. 22 23
38 49.77 radiation 40.0 1440 < th dose dependent rect. 21 1
40 49.80 temperature 25.0 30 > th dose independent rect. 20 1
42 49.80 atmosphere 1005.0 30 > th dose dependent rect. 20 1
43 49.81 wind 3.0 30 > th dose independent rect. 20 1
45 49.84 humidity 80.0 30 > th dose independent rect. 20 1
47 49.87 atmosphere 1005.0 30 > th dose independent rect. 20 1
48 49.87 temperature 20.0 30 > th dose dependent rect. 20 1
49 49.88 humidity 90.0 30 < th dose independent rect. 20 1
51 49.88 radiation 40.0 14400 < th dose dependent rect. 21 1
54 49.90 wind 1.0 30 > th dose dependent rect. 20 1
60 49.93 wind 5.0 30 < th dose independent rect. 20 1
66 49.95 temperature 10.0 30 > th dose independent rect. 20 1
68 49.95 temperature 30.0 30 < th dose independent rect. 20 1
69 49.95 humidity 50.0 30 > th dose independent rect. 20 1
73 49.95 atmosphere 1010.0 30 < th dose independent rect. 20 1
75 49.95 radiation 1.0 30 < th dose independent rect. 20 1
80 49.95 precipitation 0.1 30 < th dose independent rect. 20 1
81 49.95 temperature 10.0 30 > th dose independent rect. 21 23
82 49.95 humidity 50.0 30 > th dose dependent rect. 20 1
83 49.95 radiation 1.0 30 < th dose dependent rect. 20 1
88 49.95 precipitation 0.1 30 < th dose dependent rect. 20 1
94 50.00 wind 9.0 30 < th dose dependent rect. 20 1
101 50.16 humidity 90.0 30 < th dose dependent rect. 20 1
103 50.20 atmosphere 1015.0 30 < th dose dependent rect. 20 1
104 50.21 wind 9.0 30 < th dose independent rect. 21 23
106 50.26 temperature 30.0 30 < th dose dependent rect. 20 1
116 50.52 wind 9.0 1440 < th dose independent rect. 21 1
166 52.47 atmosphere 995.0 30 > th dose independent rect. 21 23
171 52.90 precipitation 0.1 30 < th dose independent rect. 21 23
172 52.90 precipitation 0.1 30 < th dose dependent rect. 21 23
196 54.97 humidity 50.0 30 > th dose independent rect. 21 23
212 55.92 precipitation 0.1 1440 < th dose independent rect. 21 1
214 55.92 precipitation 0.1 1440 < th dose dependent rect. 21 1
247 56.62 atmosphere 1015.0 30 < th dose independent rect. 21 23
289 57.81 temperature 25.0 10 > th dose dependent rect. 20 9
299 57.98 temperature 10.0 30 > th dose dependent rect. 21 23
307 58.11 temperature 25.0 10 > th dose dependent rect. 20 7
387 59.01 temperature 30.0 30 < th dose independent rect. 21 23
537 59.78 wind 1.0 30 > th dose independent rect. 21 23
565 60.01 atmosphere 995.0 30 > th dose dependent rect. 21 23
572 60.03 radiation 40.0 30 < th dose dependent rect. 21 23
604 60.09 radiation 20.0 10 < th dose dependent rect. 21 23
625 60.20 radiation 10.0 10 < th dose independent rect. 21 23
778 60.49 temperature 25.0 30 > th dose independent rect. 20 9
810 60.57 wind 9.0 30 < th dose dependent rect. 21 23
856 60.64 temperature 25.0 720 > th dose dependent rect. 21 12
885 60.65 radiation 30.0 90 < th dose dependent rect. 21 12
889 60.67 atmosphere 1000.0 720 > th dose independent rect. 21 12
942 60.72 wind 3.0 270 > th dose independent rect. 17 4
975 60.75 radiation 40.0 30 < th dose independent rect. 21 23
984 60.76 precipitation 0.1 90 < th dose independent rect. 7 14
987 60.76 precipitation 0.1 90 < th dose dependent rect. 7 14