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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.

Os08g0503000

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 : 5.1 (0.0535) R2 : 0.647
β1 : -2.11 (0.196) R2dD : 0.0961 R2D : 0.0778
β2 : 4.42 (0.169) R2dC : 0.795 R2C : 0.112
β3 : -3.26 (0.173) R2dE : 0.418 R2E : -0.236
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.631 (0.114) R2dN8 : 0.0319 R2N8 : -0.00132
σ : 0.999
deviance : 460.04
__
_____
C
peak time of C : 7.23
E
wheather : radiation
threshold : 2.16
memory length : 220
response mode : < th
dose dependency : dose dependent
G
type of G : sin
peak or start time of G : 1.4e-05
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 dependent, type of G = sin)

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
446.76 0.993 5.09 -2.04 4.56 -3.48 -2.49 2.27 -0.622 7.13 1.937 231 0.0503 --
455.46 0.994 5.09 -2.08 4.41 -3.26 -1.41 -- -0.615 7.24 2.038 224 1.62e-05 --
459.59 0.998 5.11 -2 4.41 -3.26 -- 1.63 -0.632 7.28 2.077 220 0.000101 --
460.04 0.999 5.1 -2.11 4.42 -3.26 -- -- -0.631 7.23 2.16 220 1.4e-05 --
595.83 1.14 5.21 -2.1 -- -3 -- 1.11 -0.629 -- 82.7 2 8.43 --
577.86 1.13 5.12 -2.06 3.14 -- -1.12 -- -0.597 9.81 -- -- -- --
582.68 1.13 5.12 -2.1 3.14 -- -- -- -0.599 9.83 -- -- -- --
583.08 1.12 5.2 -2.09 -- -3.14 -- -- -0.593 -- 3478 15 8.29 --
579.36 1.12 5.05 -- 4.3 -3.18 -- -- -0.42 7.28 2.565 204 5.75e-05 --
1173.07 1.6 5.21 -2.13 -- -- -- -- -0.597 -- -- -- -- --
698.71 1.24 5.07 -- 3.15 -- -- -- -0.365 9.88 -- -- -- --
699.05 1.23 5.15 -- -- -3.14 -- -- -0.365 -- 3730 2 8.14 --
1292.85 1.68 5.15 -- -- -- -- -- -0.361 -- -- -- -- --

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
1 450.01 radiation 1.0 270 < th dose dependent rect. 23 16
2 450.65 radiation 1.0 270 < th dose independent rect. 23 16
3 450.72 radiation 1.0 270 < th dose dependent sin 6 NA
19 455.30 radiation 1.0 270 < th dose independent sin 7 NA
21 455.40 radiation 1.0 270 > th dose independent sin 7 NA
32 459.45 humidity 90.0 90 < th dose independent rect. 6 8
37 460.65 humidity 90.0 10 < th dose independent rect. 6 8
73 466.57 humidity 90.0 30 < th dose independent rect. 21 17
85 468.61 humidity 80.0 10 > th dose dependent sin 4 NA
96 470.60 radiation 1.0 270 > th dose independent rect. 4 7
108 470.83 humidity 80.0 10 > th dose dependent rect. 24 16
114 471.02 radiation 1.0 270 > th dose independent rect. 18 18
148 472.36 radiation 1.0 270 > th dose independent rect. 17 20
157 473.32 temperature 15.0 270 > th dose independent rect. 4 8
187 475.92 humidity 90.0 30 < th dose independent sin 5 NA
226 477.90 temperature 30.0 10 < th dose dependent rect. 2 6
269 478.95 temperature 15.0 270 > th dose independent rect. 6 17
303 480.88 temperature 30.0 90 < th dose dependent rect. 1 7
321 481.49 atmosphere 995.0 270 > th dose independent rect. 16 8
329 481.72 temperature 10.0 270 > th dose dependent rect. 4 8
331 481.77 precipitation 0.1 270 < th dose independent rect. 4 8
332 481.77 precipitation 0.1 270 < th dose dependent rect. 4 8
333 481.78 radiation 20.0 270 < th dose independent rect. 16 8
368 482.36 radiation 40.0 270 < th dose dependent rect. 16 8
369 482.38 humidity 70.0 10 > th dose dependent rect. 24 8
389 482.99 precipitation 0.1 270 < th dose independent rect. 16 8
390 482.99 precipitation 0.1 270 < th dose dependent rect. 16 8
392 483.09 wind 1.0 270 > th dose independent rect. 24 17
400 483.26 temperature 10.0 270 > th dose independent rect. 16 8
402 483.26 temperature 10.0 270 > th dose independent rect. 24 16
403 483.26 atmosphere 1015.0 270 < th dose independent rect. 24 16
407 483.31 wind 9.0 270 < th dose independent rect. 12 16
428 483.83 wind 9.0 270 < th dose independent rect. 4 8
429 483.88 wind 9.0 270 < th dose independent rect. 24 16
440 484.33 humidity 90.0 30 > th dose independent sin 5 NA
444 484.44 humidity 90.0 90 < th dose independent rect. 6 19
454 484.67 atmosphere 995.0 270 > th dose independent rect. 4 8
455 484.67 atmosphere 1015.0 270 < th dose independent rect. 4 8
456 484.67 temperature 10.0 270 > th dose independent rect. 12 16
457 484.68 atmosphere 1010.0 10 < th dose independent rect. 1 7
463 484.78 wind 9.0 270 < th dose independent rect. 16 8
509 485.82 atmosphere 995.0 270 > th dose independent rect. 24 16
514 485.96 humidity 50.0 270 > th dose independent rect. 4 8
557 486.70 wind 1.0 270 > th dose independent rect. 16 8
619 487.93 humidity 50.0 270 > th dose independent rect. 24 16
620 487.93 humidity 90.0 10 < th dose independent rect. 6 19
635 488.18 humidity 50.0 270 > th dose independent rect. 17 7
658 488.59 temperature 30.0 270 < th dose dependent rect. 24 5
708 489.34 precipitation 0.1 270 < th dose independent rect. 24 16
709 489.34 precipitation 0.1 270 < th dose dependent rect. 24 16
724 489.66 precipitation 0.1 270 < th dose independent rect. 5 18
726 489.66 precipitation 0.1 270 < th dose dependent rect. 5 18
761 490.36 precipitation 0.1 270 < th dose independent rect. 18 16
762 490.36 precipitation 0.1 270 < th dose dependent rect. 18 16
817 491.51 temperature 15.0 270 > th dose independent rect. 18 17
819 491.53 temperature 10.0 270 > th dose independent rect. 23 6
820 491.53 temperature 30.0 270 < th dose independent rect. 23 6
821 491.53 humidity 50.0 270 > th dose independent rect. 23 6
824 491.53 atmosphere 995.0 270 > th dose independent rect. 23 6
825 491.53 radiation 20.0 270 < th dose independent rect. 23 6
846 491.56 wind 9.0 270 < th dose independent rect. 23 6
870 491.95 humidity 90.0 30 > th dose independent rect. 24 14
873 491.96 atmosphere 1015.0 270 < th dose independent rect. 23 6
895 492.27 precipitation 0.1 270 < th dose independent rect. 12 16
896 492.27 precipitation 0.1 270 < th dose dependent rect. 12 16
907 492.47 atmosphere 995.0 270 > th dose independent rect. 5 18
924 492.69 wind 1.0 270 > th dose independent rect. 24 5
946 492.94 temperature 15.0 90 > th dose independent rect. 8 17
953 492.98 humidity 50.0 270 > th dose dependent rect. 23 6