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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.

Os12g0433100

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

Description : Zinc finger, RING-type domain containing protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 3.13 (0.0263) R2 : 0.178
β1 : -- (--) R2dD : -- R2D : --
β2 : 0.65 (0.0679) R2dC : 0.165 R2C : 0.164
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.136 (0.0553) R2dN8 : 0.0141 R2N8 : 0.013
σ : 0.496
deviance : 112.34
__
_____
C
peak time of C : 4.52
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 = humidity, 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
98.24 0.466 3.13 -0.267 0.706 0.47 -1.08 0.647 0.145 4.5 74.37 1365 -- --
99.12 0.464 3.12 -0.169 0.693 0.493 -1.13 -- 0.169 4.56 74.51 1386 -- --
101.27 0.469 3.13 -0.276 0.707 0.484 -- 0.769 0.148 4.32 74.38 1345 -- --
102.45 0.471 3.12 -0.162 0.68 0.507 -- -- 0.178 4.46 74.07 1395 -- --
118.99 0.508 3.17 -0.239 -- 0.678 -- 0.808 0.0443 -- 75.96 1891 -- --
106.95 0.485 3.14 -0.245 0.663 -- -1.21 -- 0.104 4.6 -- -- -- --
110.85 0.493 3.13 -0.238 0.654 -- -- -- 0.11 4.51 -- -- -- --
115.43 0.5 3.12 -0.135 -- 0.832 -- -- 0.198 -- 75.53 1891 -- --
103.13 0.473 3.12 -- 0.676 0.526 -- -- 0.197 4.48 74.04 1400 -- --
133.7 0.54 3.14 -0.213 -- -- -- -- 0.127 -- -- -- -- --
112.34 0.496 3.13 -- 0.65 -- -- -- 0.136 4.52 -- -- -- --
115.91 0.501 3.12 -- -- 0.845 -- -- 0.213 -- 75.57 1891 -- --
134.89 0.542 3.13 -- -- -- -- -- 0.151 -- -- -- -- --

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 93.81 wind 9.0 4320 < th dose independent rect. 10 1
2 94.01 wind 7.0 4320 > th dose dependent rect. 10 1
3 94.03 wind 9.0 4320 > th dose independent rect. 10 1
13 94.69 wind 7.0 4320 > th dose dependent rect. 10 3
21 95.31 humidity 80.0 1440 < th dose independent rect. 8 7
26 95.44 wind 7.0 4320 > th dose dependent rect. 7 6
30 95.51 humidity 80.0 1440 > th dose independent rect. 8 7
41 95.72 humidity 80.0 1440 > th dose independent rect. 5 10
49 95.81 humidity 80.0 1440 < th dose independent rect. 5 10
56 95.89 precipitation 0.1 14400 > th dose independent rect. 17 1
57 95.89 precipitation 0.1 14400 < th dose independent rect. 17 1
58 95.89 precipitation 0.1 14400 < th dose dependent rect. 17 1
60 95.94 precipitation 0.1 14400 > th dose dependent rect. 17 1
89 96.17 humidity 80.0 1440 < th dose independent rect. 9 1
98 96.27 humidity 70.0 1440 > th dose dependent rect. 8 7
102 96.37 humidity 70.0 1440 > th dose dependent rect. 9 5
103 96.40 humidity 80.0 1440 > th dose independent sin 3 NA
124 96.53 humidity 80.0 1440 < th dose independent sin 3 NA
130 96.55 humidity 70.0 1440 > th dose dependent rect. 5 10
146 96.62 humidity 80.0 1440 > th dose independent rect. 8 2
196 96.89 humidity 80.0 1440 > th dose independent rect. 8 4
219 97.05 precipitation 0.1 4320 < th dose independent rect. 14 3
220 97.05 precipitation 0.1 4320 < th dose dependent rect. 14 3
230 97.10 precipitation 0.1 4320 > th dose independent rect. 14 3
233 97.11 humidity 70.0 1440 > th dose independent rect. 10 3
234 97.12 precipitation 0.1 14400 > th dose independent rect. 15 1
235 97.12 precipitation 0.1 14400 > th dose dependent rect. 15 1
253 97.17 humidity 70.0 1440 > th dose independent rect. 20 19
278 97.23 precipitation 0.1 14400 < th dose independent rect. 15 1
283 97.23 precipitation 0.1 14400 < th dose dependent rect. 15 1
291 97.24 humidity 60.0 1440 > th dose dependent sin 4 NA
351 97.37 humidity 90.0 1440 < th dose dependent rect. 24 14
419 97.50 humidity 90.0 1440 < th dose dependent sin 5 NA
421 97.50 humidity 90.0 1440 < th dose dependent rect. 2 10
436 97.53 precipitation 0.1 4320 < th dose independent rect. 9 8
439 97.53 precipitation 0.1 4320 < th dose dependent rect. 9 8
487 97.58 precipitation 0.1 4320 > th dose independent rect. 9 8
515 97.64 precipitation 0.1 4320 > th dose independent rect. 12 5
581 97.70 humidity 90.0 1440 < th dose dependent rect. 9 2
600 97.74 humidity 90.0 4320 > th dose dependent rect. 9 1
650 97.83 precipitation 0.1 4320 < th dose independent rect. 6 11
653 97.83 precipitation 0.1 4320 < th dose dependent rect. 6 11
657 97.84 precipitation 0.1 4320 > th dose independent rect. 6 11
682 97.87 wind 9.0 4320 < th dose independent rect. 22 15
708 97.90 precipitation 0.1 270 > th dose independent rect. 21 7
719 97.91 humidity 80.0 14400 > th dose independent rect. 14 1
741 97.94 wind 9.0 4320 < th dose independent rect. 1 12
749 97.96 wind 3.0 43200 > th dose independent rect. 6 2
790 98.02 radiation 10.0 1440 < th dose independent rect. 9 1
816 98.04 wind 3.0 43200 < th dose independent rect. 6 2
874 98.11 humidity 90.0 14400 > th dose dependent rect. 15 1
879 98.13 precipitation 0.1 270 > th dose independent rect. 24 4
884 98.13 humidity 90.0 4320 > th dose dependent rect. 7 3
922 98.17 humidity 80.0 14400 < th dose independent rect. 14 1
949 98.22 radiation 10.0 1440 > th dose independent rect. 9 1
951 98.22 precipitation 0.1 270 > th dose independent rect. 19 10