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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.

Os12g0636600

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 : 5.88 (0.0372) R2 : 0.587
β1 : 1.26 (0.139) R2dD : 0.0857 R2D : 0.0338
β2 : 0.836 (0.0865) R2dC : 0.0852 R2C : 0.0914
β3 : 1.75 (0.109) R2dE : 0.308 R2E : 0.346
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.51 (0.0866) R2dN8 : 0.0531 R2N8 : 0.154
σ : 0.676
deviance : 210.84
__
_____
C
peak time of C : 10.9
E
wheather : temperature
threshold : 22.47
memory length : 1957
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 = temperature, 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
213.45 0.686 5.84 1.44 0.77 1.7 -0.11 -0.399 -0.375 10.8 23.2 2101 -- --
213.17 0.68 5.85 1.29 0.805 1.71 -0.104 -- -0.437 11.1 22.9 1966 -- --
213.21 0.68 5.85 1.39 0.797 1.69 -- -0.285 -0.397 10.8 23.1 2060 -- --
210.84 0.676 5.88 1.26 0.836 1.75 -- -- -0.51 10.9 22.47 1957 -- --
248.07 0.734 5.86 1.38 -- 1.83 -- -0.174 -0.362 -- 23.1 2212 -- --
330.22 0.852 6.02 0.588 0.924 -- -0.0452 -- -1.14 10.9 -- -- -- --
330.23 0.851 6.02 0.586 0.925 -- -- -- -1.14 10.9 -- -- -- --
231 0.708 5.89 1.15 -- 1.78 -- -- -0.515 -- 22.45 842 -- --
249.2 0.735 5.93 -- 0.893 1.42 -- -- -0.744 10.8 22.68 1744 -- --
383.25 0.915 6.04 0.567 -- -- -- -- -1.15 -- -- -- -- --
339.29 0.862 6.03 -- 0.92 -- -- -- -1.21 10.8 -- -- -- --
263.85 0.757 5.94 -- -- 1.57 -- -- -0.715 -- 22.42 840 -- --
391.72 0.924 6.06 -- -- -- -- -- -1.21 -- -- -- -- --

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
1 218.80 temperature 20 720 > th dose dependent sin 9 NA
2 219.99 temperature 30 720 < th dose dependent rect. 16 20
5 220.26 temperature 10 720 > th dose dependent rect. 17 16
8 220.91 temperature 20 720 > th dose dependent rect. 20 17
74 223.38 temperature 25 720 < th dose dependent rect. 24 23
77 223.47 temperature 25 1440 < th dose dependent rect. 14 15
81 223.57 temperature 25 720 < th dose dependent sin 10 NA
83 223.57 temperature 25 720 < th dose dependent rect. 19 23
90 223.64 temperature 25 720 < th dose dependent rect. 11 23
93 223.69 temperature 25 720 < th dose dependent no NA NA
94 223.69 temperature 25 720 < th dose dependent rect. 9 23
108 223.88 temperature 20 1440 > th dose dependent rect. 17 13
131 224.17 temperature 25 1440 < th dose dependent sin 15 NA
168 224.43 temperature 25 720 < th dose dependent rect. 3 23
221 224.93 temperature 25 720 < th dose dependent rect. 6 23
238 225.08 temperature 20 1440 > th dose dependent rect. 1 4
262 225.34 temperature 20 1440 > th dose dependent rect. 24 7
278 225.44 temperature 20 1440 > th dose dependent rect. 3 2
322 225.85 temperature 25 1440 < th dose dependent rect. 4 1
328 225.88 temperature 25 1440 < th dose dependent rect. 16 7
469 226.86 temperature 20 1440 > th dose dependent rect. 1 1
526 227.26 temperature 25 4320 < th dose dependent rect. 1 1
707 228.09 temperature 15 720 > th dose dependent rect. 12 21
712 228.12 wind 9 43200 > th dose dependent rect. 18 12
717 228.16 temperature 25 1440 < th dose dependent rect. 1 4
757 228.39 temperature 25 1440 < th dose independent sin 19 NA
817 228.60 temperature 10 4320 > th dose dependent rect. 1 1
843 228.73 temperature 25 1440 < th dose independent rect. 13 9