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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.

Os08g0137800

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

Description : Cupredoxin domain containing protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 3.95 (0.355) R2 : 0.414
β1 : 2.01 (1.08) R2dD : 0.377 R2D : -1.56
β2 : 0.629 (0.0856) R2dC : 0.0711 R2C : -0.851
β3 : 34 (14.2) R2dE : 43.2 R2E : -36.8
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : 95 (43.2) R2dD*E : 36 R2D*E : -41.5
γ1 : 0.0515 (0.0704) R2dN8 : 0.000964 R2N8 : -0.928
σ : 0.611
deviance : 171.92
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C
peak time of C : 4.98
E
wheather : radiation
threshold : 1.151
memory length : 1355
response mode : < th
dose dependency : dose dependent
G
type of G : rect.
peak or start time of G : 10.9
open length of G : 0.95

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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 = rect.)

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
168.22 0.609 3.95 2 0.637 33.9 -1.21 94.7 0.0476 5.06 1.083 1351 10.9 0.99
244.47 0.734 3.21 -0.765 0.669 2.48 -1.42 -- -0.0831 4.76 0.01338 53 11.4 2.2
171.92 0.611 3.95 2.01 0.629 34 -- 95 0.0515 4.98 1.151 1355 10.9 0.95
194.39 0.649 3.19 -0.701 0.633 2.22 -- -- -0.0559 5.37 1.096 1282 11.2 2.33
192.66 0.646 3.97 2.09 -- 34.6 -- 96.8 0.0709 -- 0.6812 1363 11 0.833
250.51 0.742 3.21 -0.796 0.663 -- -1.39 -- -0.0932 4.88 -- -- -- --
255.49 0.749 3.21 -0.791 0.654 -- -- -- -0.0863 4.85 -- -- -- --
208.91 0.673 3.19 -0.354 -- 2.31 -- -- 0.0217 -- 2.791 1311 11.1 2.98
189.46 0.641 3.19 -- 0.618 2.66 -- -- 0.0634 5.28 2.57 1270 11.1 2.97
278.04 0.779 3.21 -0.767 -- -- -- -- -0.0694 -- -- -- -- --
271.99 0.771 3.19 -- 0.639 -- -- -- 0.00187 4.89 -- -- -- --
207.3 0.671 3.19 -- -- 2.8 -- -- 0.115 -- 2.506 1258 11.2 3.58
293.56 0.8 3.19 -- -- -- -- -- 0.0157 -- -- -- -- --

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
1 170.48 radiation 1 1440 < th dose independent rect. 11 1
2 170.48 radiation 1 1440 < th dose dependent rect. 11 1
5 171.22 radiation 1 1440 > th dose independent rect. 11 1
10 174.91 radiation 1 1440 > th dose independent rect. 9 4
19 175.93 radiation 1 1440 < th dose dependent rect. 9 7
47 177.94 radiation 1 1440 < th dose independent rect. 13 1
48 177.94 radiation 1 1440 < th dose dependent rect. 13 1
51 178.08 radiation 1 1440 > th dose independent rect. 13 1
83 187.29 radiation 1 1440 > th dose independent rect. 9 1
98 190.14 humidity 60 14400 < th dose independent rect. 6 1
100 190.14 humidity 60 14400 < th dose independent rect. 20 1
102 190.14 radiation 20 14400 > th dose independent rect. 17 1
153 190.14 humidity 60 14400 < th dose dependent rect. 6 1
155 190.14 humidity 60 14400 < th dose dependent rect. 20 1
157 190.14 radiation 20 14400 > th dose dependent rect. 17 1
235 194.22 wind 7 4320 > th dose independent rect. 17 2
254 195.28 wind 7 4320 < th dose independent rect. 17 1
261 196.09 radiation 10 1440 < th dose dependent rect. 9 12
262 196.09 radiation 10 1440 < th dose dependent rect. 9 14
268 196.19 radiation 10 1440 < th dose dependent rect. 9 18
334 198.03 humidity 60 14400 > th dose independent rect. 21 11
337 198.50 radiation 10 1440 < th dose dependent sin 19 NA
345 199.25 wind 7 4320 > th dose independent rect. 15 4
396 200.04 wind 7 4320 < th dose independent rect. 15 4
397 200.06 wind 7 4320 > th dose dependent rect. 17 2
409 200.58 humidity 80 1440 < th dose independent rect. 1 14
438 201.45 humidity 60 14400 > th dose independent rect. 3 5
448 201.62 humidity 80 1440 < th dose independent rect. 8 7
450 201.67 humidity 60 14400 > th dose independent rect. 7 1
456 201.73 radiation 10 1440 > th dose independent rect. 11 19
470 201.74 radiation 10 1440 > th dose independent rect. 8 22
490 201.96 humidity 80 1440 > th dose independent rect. 1 15
495 202.14 humidity 60 14400 > th dose independent rect. 1 7
496 202.15 radiation 20 1440 < th dose independent rect. 11 3
566 202.89 radiation 10 1440 > th dose independent sin 22 NA
595 203.41 humidity 80 1440 > th dose independent rect. 12 2
617 203.68 humidity 80 1440 < th dose independent sin 3 NA
687 204.32 humidity 60 14400 > th dose independent rect. 5 3
738 204.96 humidity 80 1440 < th dose independent rect. 12 2
763 205.16 radiation 1 1440 < th dose independent rect. 11 10
764 205.16 radiation 1 1440 < th dose independent rect. 11 12
773 205.25 radiation 1 1440 < th dose independent rect. 11 16
838 205.98 radiation 10 1440 > th dose independent no NA NA
921 206.09 humidity 80 1440 > th dose independent sin 2 NA
934 206.32 radiation 20 1440 < th dose independent rect. 11 5