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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.

Os08g0518600

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

Description : Hypothetical protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 5.85 (0.0368) R2 : 0.739
β1 : -2.49 (0.138) R2dD : 0.207 R2D : 0.305
β2 : 1.45 (0.0949) R2dC : 0.138 R2C : 0.184
β3 : -3.47 (0.18) R2dE : 0.241 R2E : 0.329
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.496 (0.0814) R2dN8 : 0.0322 R2N8 : 0.0151
σ : 0.68
deviance : 213.27
__
_____
C
peak time of C : 7.4
E
wheather : temperature
threshold : 14.66
memory length : 57
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 = temperature, 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
207.81 0.677 5.89 -2.85 1.46 -3.43 0.471 -2.5 0.406 7.43 7.819 49 -- --
212.72 0.679 5.85 -2.51 1.46 -3.44 0.473 -- 0.498 7.34 -0.7043 57 -- --
208.34 0.672 5.89 -2.83 1.44 -3.44 -- -2.47 0.408 7.43 6.109 57 -- --
213.27 0.68 5.85 -2.49 1.45 -3.47 -- -- 0.496 7.4 14.66 57 -- --
274.43 0.772 5.9 -2.62 -- -4.16 -- -2.35 0.535 -- 10.18 275 -- --
324.47 0.844 5.95 -3.2 2.02 -- 1.64 -- 0.022 5.55 -- -- -- --
331.01 0.852 5.96 -3.19 2.03 -- -- -- 0.0153 5.61 -- -- -- --
278.18 0.777 5.86 -2.26 -- -4.22 -- -- 0.635 -- 9.006 286 -- --
360.85 0.885 5.77 -- 1.29 -4.09 -- -- 0.886 8.06 16.73 95 -- --
545.15 1.09 5.99 -3.12 -- -- -- -- 0.0641 -- -- -- -- --
599.19 1.15 5.88 -- 1.98 -- -- -- 0.371 5.68 -- -- -- --
403.15 0.935 5.78 -- -- -4.69 -- -- 0.977 -- 16 314 -- --
802.64 1.32 5.91 -- -- -- -- -- 0.411 -- -- -- -- --

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
1 201.97 temperature 20 30 > th dose dependent rect. 7 22
16 208.09 temperature 10 30 > th dose dependent no NA NA
22 208.53 temperature 30 90 < th dose dependent rect. 11 23
36 210.56 temperature 30 90 < th dose dependent rect. 1 23
40 211.19 temperature 30 90 < th dose dependent no NA NA
45 212.09 temperature 30 90 < th dose dependent rect. 13 23
48 212.61 temperature 30 30 < th dose dependent rect. 19 23
49 212.67 temperature 30 30 < th dose dependent rect. 21 23
56 213.62 temperature 30 30 < th dose dependent rect. 15 23
59 213.84 temperature 15 270 > th dose dependent rect. 16 23
66 214.22 temperature 30 90 < th dose dependent rect. 17 23
67 214.25 temperature 30 90 < th dose dependent rect. 3 23
70 214.33 temperature 30 90 < th dose dependent rect. 9 23
108 216.16 temperature 30 30 < th dose dependent rect. 23 23
116 216.44 temperature 20 90 > th dose dependent rect. 23 23
163 218.49 temperature 20 90 > th dose dependent rect. 13 23
369 227.07 temperature 20 1440 > th dose dependent rect. 23 12
380 227.45 temperature 20 1440 > th dose dependent rect. 7 2
432 228.45 temperature 25 270 < th dose independent rect. 1 22
474 229.42 temperature 20 4320 > th dose dependent rect. 20 1
487 229.59 temperature 20 30 > th dose dependent rect. 11 23
506 229.91 temperature 30 30 < th dose dependent rect. 7 23
509 229.99 temperature 20 720 > th dose dependent rect. 22 21
514 230.12 temperature 20 1440 > th dose dependent sin 8 NA
560 230.80 temperature 25 4320 > th dose independent rect. 19 1
577 231.02 temperature 25 4320 < th dose independent rect. 19 1
602 231.48 temperature 30 4320 < th dose dependent rect. 20 1
605 231.54 temperature 10 720 > th dose dependent rect. 22 21
641 231.97 temperature 10 720 > th dose dependent rect. 23 19
658 232.09 temperature 25 270 > th dose independent rect. 23 23
716 232.64 temperature 30 4320 < th dose dependent rect. 17 5
722 232.69 temperature 25 4320 > th dose independent rect. 17 4
763 232.94 temperature 30 1440 < th dose dependent rect. 8 1
766 232.95 temperature 25 4320 < th dose independent rect. 17 5
772 232.97 temperature 30 1440 < th dose dependent rect. 7 3
824 233.39 temperature 20 1440 > th dose dependent rect. 23 2
844 233.49 temperature 25 270 < th dose independent rect. 12 23
880 233.68 temperature 25 270 > th dose independent rect. 6 23
904 233.78 temperature 30 1440 < th dose dependent rect. 1 10
928 233.88 temperature 30 1440 < th dose dependent rect. 3 8
948 233.97 temperature 20 14400 < th dose independent rect. 21 1
968 234.06 temperature 25 270 > th dose independent no NA NA
972 234.07 temperature 25 270 > th dose independent rect. 3 23
992 234.13 temperature 25 270 > th dose independent rect. 12 23