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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.

Os02g0211500

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

Description : Non-protein coding transcript, unclassifiable transcript.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 3.82 (0.0433) R2 : 0.25
β1 : 0.849 (0.165) R2dD : 0.0503 R2D : 0.00765
β2 : 0.738 (0.105) R2dC : 0.0882 R2C : 0.069
β3 : 2.05 (0.229) R2dE : 0.158 R2E : 0.102
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.107 (0.0962) R2dN8 : 0.00285 R2N8 : 0.0152
σ : 0.799
deviance : 293.99
__
_____
C
peak time of C : 21.7
E
wheather : radiation
threshold : 1.551
memory length : 1420
response mode : < th
dose dependency : dose dependent
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 dependent, 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
288.17 0.798 3.83 0.782 0.738 2.4 1.23 1.45 -0.112 21.7 1.116 1429 -- --
288.78 0.791 3.83 0.892 0.745 2.09 1.15 -- -0.101 21.7 1.58 1420 -- --
293.71 0.798 3.83 0.757 0.729 2.29 -- 1.08 -0.115 21.6 1.216 1428 -- --
293.99 0.799 3.82 0.849 0.738 2.05 -- -- -0.107 21.7 1.551 1420 -- --
309.42 0.819 3.81 0.713 -- 2.51 -- 1.08 -0.115 -- 1.5 1504 -- --
342.24 0.867 3.87 0.425 0.692 -- 1.05 -- -0.369 21.3 -- -- -- --
346.17 0.871 3.88 0.387 0.687 -- -- -- -0.371 21.3 -- -- -- --
310.69 0.821 3.79 0.839 -- 2.4 -- -- -0.0857 -- 1.718 1504 -- --
311.21 0.822 3.85 -- 0.684 1.71 -- -- -0.175 21.6 1.997 1428 -- --
373.75 0.903 3.86 0.39 -- -- -- -- -0.373 -- -- -- -- --
350.11 0.875 3.88 -- 0.687 -- -- -- -0.414 21.4 -- -- -- --
327.16 0.842 3.82 -- -- 2.03 -- -- -0.2 -- 2.043 1516 -- --
377.77 0.907 3.87 -- -- -- -- -- -0.417 -- -- -- -- --

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
1 287.56 radiation 1 1440 < th dose dependent rect. 18 23
2 288.15 radiation 1 1440 < th dose dependent sin 1 NA
5 288.58 radiation 1 1440 < th dose dependent rect. 5 16
8 288.62 radiation 1 1440 < th dose dependent rect. 5 14
9 288.62 radiation 1 1440 < th dose dependent rect. 5 21
16 288.73 radiation 1 1440 < th dose dependent rect. 7 23
20 288.90 radiation 1 1440 < th dose dependent rect. 24 21
28 288.94 radiation 1 1440 < th dose dependent rect. 24 19
44 288.98 radiation 1 1440 < th dose dependent rect. 10 23
45 288.98 radiation 1 1440 < th dose dependent rect. 20 23
54 289.01 radiation 1 1440 < th dose dependent no NA NA
73 289.33 radiation 1 1440 < th dose dependent rect. 5 12
89 289.80 radiation 1 1440 > th dose independent rect. 7 23
93 290.00 radiation 1 1440 > th dose independent rect. 11 22
98 290.08 radiation 1 1440 > th dose independent rect. 17 23
101 290.12 radiation 1 1440 < th dose independent rect. 11 22
105 290.17 radiation 1 1440 < th dose independent rect. 18 23
109 290.19 radiation 1 1440 < th dose independent rect. 7 23
124 290.35 radiation 1 1440 > th dose independent no NA NA
125 290.35 radiation 1 1440 > th dose independent rect. 4 15
173 290.39 radiation 1 1440 < th dose independent rect. 4 17
181 290.42 radiation 1 1440 < th dose independent rect. 24 21
183 290.43 radiation 1 1440 < th dose independent rect. 4 15
184 290.43 radiation 1 1440 < th dose independent rect. 4 22
195 290.46 radiation 1 1440 < th dose independent rect. 24 19
215 290.48 radiation 1 1440 > th dose independent sin 1 NA
225 290.49 radiation 1 1440 < th dose independent rect. 20 23
230 290.51 radiation 1 1440 < th dose independent no NA NA
254 290.59 radiation 1 1440 < th dose independent sin 1 NA
432 293.19 radiation 1 1440 < th dose dependent sin 14 NA
508 293.95 radiation 1 1440 < th dose dependent rect. 12 9
514 293.97 radiation 1 1440 < th dose dependent rect. 12 14
517 293.99 radiation 1 1440 < th dose dependent rect. 12 7
535 294.14 wind 7 43200 > th dose independent rect. 11 17
539 294.20 wind 7 43200 > th dose independent rect. 9 13
540 294.22 wind 7 43200 < th dose independent rect. 10 13
564 294.33 radiation 1 1440 > th dose independent sin 13 NA
597 294.49 wind 7 43200 > th dose independent sin 19 NA
623 294.55 radiation 1 1440 < th dose independent sin 13 NA
657 294.67 wind 7 43200 < th dose independent sin 19 NA
716 294.98 wind 7 43200 > th dose independent rect. 3 19
719 294.99 wind 5 43200 > th dose dependent rect. 11 12
731 295.08 wind 7 43200 < th dose independent rect. 3 19
816 295.54 wind 5 43200 > th dose dependent rect. 11 17
835 295.60 wind 3 43200 > th dose dependent rect. 12 1
871 295.72 wind 7 43200 > th dose independent rect. 19 23
872 295.73 wind 7 43200 > th dose independent rect. 3 15
884 295.78 wind 7 43200 < th dose independent rect. 19 23
896 295.82 wind 7 43200 < th dose independent rect. 3 15
947 295.99 wind 7 43200 > th dose independent no NA NA
970 296.07 wind 7 43200 < th dose independent no NA NA