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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.

Os03g0165400

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

Description : Similar to Relative to SR12 protein (Fragment).


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 2.86 (0.413) R2 : 0.395
β1 : 14.4 (3.8) R2dD : 3.7 R2D : -5.94
β2 : -- (--) R2dC : -- R2C : --
β3 : -16.8 (4.03) R2dE : 7.37 R2E : -10.1
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : 179 (37.7) R2dD*E : 14.1 R2D*E : -9.13
γ1 : -1.11 (0.164) R2dN8 : 0.0824 R2N8 : -1.06
σ : 1.42
deviance : 932.31
__
_____
C
peak time of C : --
E
wheather : temperature
threshold : 30.1
memory length : 838
response mode : > th
dose dependency : dose dependent
G
type of G : rect.
peak or start time of G : 18
open length of G : 12.4

__

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 = 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
920.11 1.43 2.92 13.9 0.329 -16.6 1.91 176 -1.13 6.27 30.1 761 18 3.09
1097.49 1.55 4.83 -3.25 1.13 1.92 2.83 -- -1.37 4.95 30.1 761 18 3.09
924.19 1.42 2.92 14 0.443 -16.8 -- 178 -1.15 3.62 30.1 768 18 9.36
940 1.43 4.78 -3.57 0.512 2.36 -- -- -1.08 4.47 27.71 920 17.7 3.65
932.31 1.42 2.86 14.4 -- -16.8 -- 179 -1.11 -- 30.1 838 18 12.4
1108.03 1.56 4.83 -3.22 1.06 -- 2.61 -- -1.39 4.84 -- -- -- --
1122.97 1.57 4.85 -3.24 1.09 -- -- -- -1.41 4.11 -- -- -- --
948.48 1.43 4.78 -3.66 -- 2.59 -- -- -1.07 -- 27.07 912 17.7 4.97
1274.58 1.66 4.7 -- 0.483 2 -- -- -0.762 5.3 26.9 733 17.8 4.58
1187.44 1.61 4.85 -3.19 -- -- -- -- -1.38 -- -- -- -- --
1398.85 1.75 4.76 -- 1.03 -- -- -- -1.05 4.17 -- -- -- --
1281.73 1.67 4.72 -- -- 2.22 -- -- -0.785 -- 26.42 692 18.5 4.57
1456.07 1.78 4.77 -- -- -- -- -- -1.02 -- -- -- -- --

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
1 922.38 temperature 30 720 > th dose dependent rect. 18 1
17 929.22 humidity 80 720 < th dose dependent rect. 18 3
19 932.28 humidity 70 720 < th dose independent rect. 18 14
34 932.78 radiation 20 1440 > th dose dependent rect. 16 16
35 933.67 humidity 80 720 < th dose dependent rect. 18 1
39 936.00 radiation 20 1440 > th dose independent rect. 16 16
41 936.17 humidity 70 720 < th dose independent rect. 18 2
55 939.08 radiation 30 4320 > th dose independent rect. 7 1
97 939.63 wind 1 270 < th dose independent rect. 4 1
98 940.54 humidity 70 720 > th dose independent rect. 19 8
99 940.64 radiation 20 1440 < th dose independent rect. 16 16
100 940.69 temperature 30 720 > th dose independent rect. 18 1
116 941.45 humidity 70 720 > th dose independent sin 12 NA
118 941.83 wind 1 270 < th dose dependent rect. 4 1
120 942.35 humidity 70 720 < th dose independent sin 12 NA
122 942.42 radiation 20 1440 > th dose independent rect. 15 19
123 942.43 humidity 70 720 > th dose independent rect. 17 16
129 943.18 radiation 20 4320 > th dose dependent rect. 6 2
144 943.86 radiation 20 1440 > th dose independent sin 11 NA
145 943.88 humidity 50 1440 < th dose independent rect. 16 1
146 944.03 humidity 70 720 < th dose dependent rect. 18 14
148 944.59 humidity 50 1440 < th dose dependent rect. 16 1
187 947.62 radiation 10 1440 > th dose dependent rect. 15 18
208 948.24 radiation 30 4320 < th dose independent rect. 7 1
225 951.03 radiation 30 4320 < th dose independent rect. 23 9
232 951.42 radiation 30 4320 < th dose independent rect. 19 13
239 952.07 temperature 25 720 > th dose dependent rect. 20 3
243 952.44 radiation 30 4320 < th dose independent rect. 2 6
250 952.83 radiation 10 1440 > th dose dependent sin 11 NA
301 955.67 radiation 40 1440 < th dose dependent rect. 15 19
437 958.59 temperature 30 1440 > th dose dependent rect. 17 17
438 958.61 humidity 70 1440 < th dose dependent rect. 16 18
459 959.77 humidity 50 1440 > th dose independent rect. 16 1
523 960.68 temperature 30 1440 > th dose dependent sin 12 NA
533 961.00 radiation 20 1440 < th dose independent sin 11 NA
543 961.30 humidity 70 1440 < th dose dependent sin 11 NA
579 961.68 temperature 30 1440 < th dose independent rect. 18 11
624 962.28 radiation 40 1440 < th dose dependent sin 11 NA
725 963.74 temperature 30 720 < th dose independent rect. 17 9
764 964.23 wind 1 1440 < th dose independent rect. 4 2
765 964.24 temperature 30 1440 < th dose independent rect. 17 3
774 964.38 temperature 30 1440 < th dose independent rect. 17 15
863 965.90 radiation 1 720 > th dose independent rect. 18 1