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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.

Os12g0225900

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

Description : Alcohol dehydrogenase superfamily, zinc-containing protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 4.18 (0.0308) R2 : 0.782
β1 : -2.66 (0.128) R2dD : 0.296 R2D : 0.39
β2 : -- (--) R2dC : -- R2C : --
β3 : -1.86 (0.122) R2dE : 0.175 R2E : 0.426
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.881 (0.0728) R2dN8 : 0.123 R2N8 : 0.125
σ : 0.557
deviance : 142.79
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_____
C
peak time of C : --
E
wheather : temperature
threshold : 15.76
memory length : 7133
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
133.14 0.542 4.08 -1.92 0.0392 -1.74 -1.02 3.63 -0.799 6.9 19.3 3845 -- --
139.34 0.55 4.18 -2.59 0.115 -2.02 -1.02 -- -0.878 7.4 13.68 7133 -- --
135.67 0.542 4.08 -1.92 0.0121 -1.75 -- 3.73 -0.787 6.68 19.3 3675 -- --
141.74 0.554 4.18 -2.65 0.144 -1.81 -- -- -0.888 9.04 15.92 7135 -- --
135.68 0.543 4.08 -1.93 -- -1.76 -- 3.72 -0.787 -- 19.3 3675 -- --
211.67 0.682 4.3 -3.65 0.147 -- -0.823 -- -1.43 8.78 -- -- -- --
212.94 0.683 4.3 -3.67 0.19 -- -- -- -1.42 11.7 -- -- -- --
142.79 0.557 4.18 -2.66 -- -1.86 -- -- -0.881 -- 15.76 7133 -- --
159.37 0.588 3.99 -- 0.126 -3.25 -- -- -0.0419 11 6.467 47520 -- --
215.2 0.685 4.3 -3.67 -- -- -- -- -1.42 -- -- -- -- --
567.69 1.11 4.2 -- 0.24 -- -- -- -1.01 12.6 -- -- -- --
160.36 0.59 3.99 -- -- -3.26 -- -- -0.0408 -- 0.05871 47520 -- --
571.3 1.12 4.21 -- -- -- -- -- -1.02 -- -- -- -- --

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
1 126.05 temperature 20 43200 < th dose independent rect. 22 1
2 126.12 temperature 20 43200 < th dose independent rect. 21 5
3 126.15 temperature 20 43200 < th dose independent rect. 21 3
6 126.17 temperature 20 43200 > th dose independent rect. 22 1
23 126.44 temperature 20 43200 < th dose independent rect. 1 1
50 126.83 temperature 20 43200 > th dose independent rect. 1 1
55 126.84 radiation 30 43200 < th dose independent rect. 22 9
63 126.88 radiation 30 43200 < th dose independent rect. 24 7
71 126.94 temperature 20 43200 > th dose independent rect. 6 1
73 126.95 temperature 20 43200 < th dose independent rect. 6 1
78 126.98 temperature 20 43200 > th dose independent rect. 20 11
83 127.00 radiation 30 43200 < th dose independent rect. 5 2
87 127.03 radiation 30 43200 < th dose independent rect. 19 12
112 127.16 radiation 1 43200 < th dose dependent rect. 18 13
120 127.21 temperature 20 43200 > th dose independent rect. 13 2
124 127.22 temperature 20 43200 < th dose independent rect. 13 2
151 127.35 radiation 1 43200 < th dose dependent rect. 18 20
157 127.38 temperature 20 43200 < th dose dependent rect. 22 1
160 127.40 radiation 1 43200 < th dose independent rect. 10 2
163 127.40 radiation 1 43200 < th dose dependent rect. 10 2
166 127.42 temperature 20 43200 < th dose independent sin 11 NA
171 127.44 radiation 1 43200 < th dose dependent rect. 6 6
180 127.47 radiation 20 43200 > th dose dependent rect. 6 1
198 127.49 radiation 1 43200 > th dose independent rect. 10 2
201 127.49 radiation 1 43200 < th dose dependent rect. 6 2
202 127.50 temperature 20 43200 > th dose independent sin 11 NA
220 127.55 radiation 1 43200 < th dose dependent rect. 3 5
234 127.57 radiation 1 43200 < th dose dependent rect. 23 9
284 127.68 radiation 1 43200 < th dose dependent sin 9 NA
307 127.73 radiation 1 43200 < th dose dependent rect. 3 11
337 127.80 radiation 1 43200 < th dose dependent rect. 4 8
379 127.87 wind 1 43200 < th dose dependent rect. 23 3
446 128.04 temperature 15 43200 < th dose dependent rect. 1 1
448 128.04 radiation 1 43200 < th dose dependent rect. 17 2
452 128.04 radiation 1 43200 < th dose dependent rect. 17 7
535 128.23 radiation 10 43200 < th dose independent rect. 6 1
678 128.66 temperature 25 4320 < th dose independent rect. 10 1
758 128.85 radiation 1 43200 < th dose dependent rect. 10 23
759 128.86 temperature 25 14400 > th dose independent rect. 10 1
763 128.86 temperature 20 14400 > th dose dependent rect. 20 1
774 128.88 radiation 1 43200 < th dose dependent rect. 13 20
775 128.88 radiation 1 43200 < th dose dependent rect. 13 23
788 128.91 radiation 1 43200 < th dose dependent rect. 4 15
808 128.92 radiation 1 43200 < th dose dependent no NA NA
880 129.02 radiation 1 43200 < th dose dependent rect. 6 23
941 129.14 radiation 10 43200 < th dose independent rect. 1 6
943 129.14 radiation 10 43200 < th dose independent rect. 22 9
967 129.18 radiation 10 43200 < th dose independent rect. 17 1