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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.

Os06g0694400

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 : 3.95 (0.0596) R2 : 0.645
β1 : -2.96 (0.235) R2dD : 0.162 R2D : 0.278
β2 : -- (--) R2dC : -- R2C : --
β3 : -2.91 (0.191) R2dE : 0.201 R2E : 0.0254
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : 5.99 (0.841) R2dD*E : 0.0455 R2D*E : 0.0108
γ1 : 2.04 (0.136) R2dN8 : 0.291 R2N8 : 0.099
σ : 1.04
deviance : 499.26
__
_____
C
peak time of C : --
E
wheather : radiation
threshold : 11.67
memory length : 1220
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 = radiation, 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
490.25 1.04 4.09 -3.41 2.15 -3.58 -1.49 7.21 1.67 17.5 12.8 787 -- --
523.71 1.07 4.16 -3.72 1.02 -2.79 1.47 -- 1.57 18.8 11.9 1022 -- --
486.73 1.03 4.08 -3.37 1.85 -3.38 -- 6.41 1.65 17.7 12.84 844 -- --
532.5 1.07 4.15 -3.75 0.99 -2.86 -- -- 1.56 18.7 12.61 1021 -- --
499.26 1.04 3.95 -2.96 -- -2.91 -- 5.99 2.04 -- 11.67 1220 -- --
699.66 1.24 4.23 -4.31 0.785 -- -0.458 -- 0.97 10.3 -- -- -- --
700.4 1.24 4.23 -4.33 0.785 -- -- -- 0.97 10.5 -- -- -- --
539.75 1.08 4.1 -3.7 -- -2.55 -- -- 1.61 -- 11.87 1220 -- --
868.82 1.37 3.99 -- 0.825 -3.71 -- -- 2.21 18.4 10.01 1132 -- --
738.29 1.27 4.25 -4.34 -- -- -- -- 0.966 -- -- -- -- --
1194.53 1.62 4.12 -- 0.818 -- -- -- 1.45 10.9 -- -- -- --
875.3 1.38 3.95 -- -- -3.41 -- -- 2.28 -- 10.01 1327 -- --
1236.07 1.64 4.14 -- -- -- -- -- 1.45 -- -- -- -- --

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
1 495.37 radiation 20 720 < th dose dependent rect. 11 22
2 496.40 radiation 30 720 < th dose dependent rect. 1 23
9 499.82 radiation 10 1440 > th dose independent rect. 5 8
25 501.53 radiation 30 720 < th dose dependent rect. 2 18
50 504.11 radiation 20 1440 > th dose independent rect. 9 1
66 504.40 radiation 10 720 > th dose independent rect. 11 23
67 504.43 radiation 20 720 < th dose dependent rect. 7 23
70 504.74 radiation 10 1440 > th dose dependent rect. 7 5
113 505.62 radiation 20 1440 > th dose independent sin 8 NA
125 506.47 radiation 30 720 < th dose dependent no NA NA
130 506.70 radiation 30 720 < th dose dependent rect. 15 23
131 506.79 radiation 30 720 < th dose dependent rect. 23 23
143 507.84 radiation 10 1440 > th dose independent sin 5 NA
155 508.53 radiation 10 720 > th dose independent rect. 13 23
156 508.61 radiation 20 720 < th dose independent rect. 1 23
157 508.64 radiation 10 1440 > th dose dependent rect. 8 2
182 509.25 radiation 1 720 > th dose dependent rect. 13 23
184 509.37 radiation 40 1440 < th dose dependent rect. 8 4
194 509.90 radiation 10 1440 > th dose dependent sin 9 NA
196 509.99 radiation 1 720 > th dose dependent rect. 11 23
198 510.03 radiation 10 720 > th dose independent rect. 7 10
201 510.17 radiation 20 720 < th dose dependent rect. 5 23
205 510.75 radiation 10 720 > th dose independent rect. 7 23
206 510.75 radiation 20 1440 < th dose dependent rect. 11 1
225 510.91 radiation 20 720 < th dose dependent rect. 21 23
232 511.54 radiation 10 720 > th dose independent rect. 5 12
245 511.63 radiation 20 720 < th dose dependent rect. 19 23
248 511.82 radiation 20 720 < th dose independent rect. 2 18
249 511.88 radiation 20 720 < th dose independent rect. 11 22
265 512.36 radiation 10 720 > th dose independent no NA NA
440 512.83 radiation 20 720 > th dose independent rect. 15 23
468 513.54 radiation 10 720 > th dose dependent sin 12 NA
527 514.06 radiation 20 720 < th dose independent rect. 15 23
529 514.14 radiation 20 720 > th dose independent rect. 13 21
533 514.30 radiation 40 1440 < th dose dependent rect. 11 1
535 514.31 radiation 30 720 < th dose dependent sin 1 NA
539 514.49 radiation 1 720 > th dose dependent rect. 5 12
570 515.10 radiation 10 720 > th dose independent sin 23 NA
588 515.26 radiation 20 1440 < th dose dependent rect. 8 6
589 515.28 radiation 1 720 > th dose dependent no NA NA
640 515.48 radiation 1 720 > th dose dependent rect. 7 23
641 515.58 radiation 40 1440 < th dose independent rect. 9 1
670 516.07 radiation 20 720 < th dose independent rect. 23 23
714 516.70 radiation 20 720 < th dose dependent rect. 7 17
731 517.01 radiation 1 1440 > th dose dependent rect. 11 1
763 517.48 radiation 20 720 < th dose dependent rect. 7 15
786 517.72 radiation 20 720 < th dose independent no NA NA
790 517.77 radiation 40 1440 < th dose dependent rect. 9 1
905 518.77 radiation 20 720 < th dose independent rect. 8 23
909 518.86 radiation 20 720 < th dose independent rect. 17 23
919 519.10 radiation 30 1440 < th dose independent rect. 16 18
958 519.80 radiation 20 720 < th dose independent rect. 6 23
964 519.92 radiation 40 1440 > th dose dependent sin 11 NA
989 520.38 radiation 20 720 < th dose dependent rect. 5 17
999 520.60 radiation 1 720 > th dose dependent sin 0 NA