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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.

Os07g0492300

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

Description : Conserved hypothetical protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 5.16 (0.0286) R2 : 0.228
β1 : 0.882 (0.106) R2dD : 0.124 R2D : 0.0297
β2 : -- (--) R2dC : -- R2C : --
β3 : -0.655 (0.0834) R2dE : 0.107 R2E : 0.0532
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.377 (0.0611) R2dN8 : 0.0855 R2N8 : 0.0376
σ : 0.536
deviance : 132.22
__
_____
C
peak time of C : --
E
wheather : humidity
threshold : 69
memory length : 1428
response mode : < th
dose dependency : dose independent
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 = 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
124.66 0.525 5.18 0.787 0.327 -0.627 0.117 -0.862 0.357 21.5 69 1381 -- --
125.32 0.521 5.17 0.893 0.453 -0.699 0.141 -- 0.367 21.9 68.63 1190 -- --
124.56 0.52 5.18 0.783 0.342 -0.635 -- -0.873 0.357 21.7 68.92 1347 -- --
125.31 0.521 5.17 0.888 0.449 -0.735 -- -- 0.379 22 68.64 1183 -- --
130.84 0.533 5.17 0.775 -- -0.605 -- -0.793 0.352 -- 68.95 1418 -- --
144.54 0.564 5.16 0.737 0.313 -- 0.0177 -- 0.379 20.6 -- -- -- --
144.54 0.563 5.16 0.737 0.313 -- -- -- 0.379 20.6 -- -- -- --
132.22 0.536 5.16 0.882 -- -0.655 -- -- 0.377 -- 69 1428 -- --
146.08 0.563 5.17 -- 0.403 -0.582 -- -- 0.367 22 69 1190 -- --
150.04 0.572 5.15 0.736 -- -- -- -- 0.376 -- -- -- -- --
158.84 0.59 5.18 -- 0.311 -- -- -- 0.297 20.7 -- -- -- --
152.04 0.574 5.16 -- -- -0.782 -- -- 0.354 -- 75 1439 -- --
164.32 0.598 5.17 -- -- -- -- -- 0.294 -- -- -- -- --

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
1 120.86 humidity 70 1440 > th dose independent rect. 9 5
2 121.07 humidity 70 1440 > th dose independent rect. 10 3
4 121.32 humidity 70 1440 < th dose independent rect. 9 5
6 121.68 humidity 70 1440 < th dose independent rect. 10 3
10 121.98 humidity 70 1440 > th dose independent rect. 11 1
12 122.27 humidity 70 1440 > th dose independent rect. 19 19
15 122.48 humidity 70 1440 < th dose independent rect. 11 1
16 122.49 humidity 70 1440 < th dose independent rect. 19 19
17 122.51 humidity 70 1440 > th dose independent rect. 6 8
19 122.52 humidity 70 1440 > th dose independent rect. 24 14
26 122.54 humidity 70 1440 > th dose independent rect. 2 12
33 122.79 radiation 20 1440 < th dose dependent rect. 7 4
34 122.83 radiation 20 1440 < th dose dependent rect. 9 1
39 122.95 humidity 70 1440 < th dose independent rect. 6 8
64 123.04 wind 1 43200 > th dose independent rect. 5 1
100 123.56 humidity 90 1440 < th dose dependent rect. 22 16
137 123.76 humidity 90 1440 < th dose dependent sin 5 NA
138 123.77 radiation 10 1440 > th dose independent rect. 9 1
142 123.83 humidity 70 1440 > th dose independent sin 4 NA
147 123.85 radiation 20 1440 < th dose dependent rect. 24 11
157 123.88 radiation 20 1440 < th dose dependent rect. 2 9
163 123.90 radiation 10 1440 > th dose independent rect. 8 3
182 124.04 radiation 10 1440 < th dose independent rect. 7 4
198 124.09 humidity 80 1440 < th dose independent sin 4 NA
233 124.31 radiation 20 1440 < th dose independent rect. 9 1
258 124.46 humidity 60 1440 > th dose dependent rect. 5 9
260 124.48 wind 9 43200 < th dose dependent rect. 5 1
266 124.51 wind 5 43200 < th dose dependent rect. 5 1
267 124.51 humidity 70 1440 > th dose dependent rect. 7 7
269 124.52 wind 1 43200 > th dose independent rect. 22 9
277 124.54 humidity 60 1440 > th dose dependent rect. 9 5
287 124.60 humidity 60 1440 > th dose dependent rect. 3 12
295 124.63 radiation 10 1440 < th dose independent rect. 24 11
306 124.65 radiation 10 1440 < th dose independent rect. 2 9
309 124.65 radiation 10 1440 < th dose independent rect. 18 17
370 124.81 wind 1 43200 > th dose dependent rect. 5 1
445 124.96 radiation 1 1440 > th dose dependent rect. 9 1
452 124.97 humidity 50 1440 > th dose dependent sin 4 NA
457 124.99 radiation 1 1440 > th dose dependent rect. 7 3
467 125.03 wind 1 43200 < th dose independent rect. 22 8
529 125.16 radiation 20 1440 < th dose dependent sin 8 NA
676 125.49 humidity 70 1440 < th dose independent rect. 9 11
840 125.73 radiation 20 1440 < th dose independent sin 8 NA
876 125.79 radiation 20 1440 < th dose independent rect. 6 8
877 125.79 radiation 20 1440 < th dose independent rect. 17 21
880 125.80 radiation 20 1440 < th dose independent rect. 24 14
893 125.82 radiation 20 1440 < th dose independent rect. 2 12
939 125.90 humidity 70 1440 < th dose independent rect. 15 23
941 125.91 humidity 70 1440 < th dose independent no NA NA