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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.

Os04g0589700

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

Description : U box domain containing protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 5.09 (0.0445) R2 : 0.274
β1 : 1.62 (0.171) R2dD : 0.167 R2D : 0.0715
β2 : -- (--) R2dC : -- R2C : --
β3 : -1.53 (0.151) R2dE : 0.194 R2E : 0.101
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.0746 (0.0983) R2dN8 : 0.00135 R2N8 : 0.0125
σ : 0.823
deviance : 312.17
__
_____
C
peak time of C : --
E
wheather : temperature
threshold : 21.94
memory length : 3320
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
310.77 0.828 5.18 1.1 0.142 -1.9 -0.0351 -3.02 -0.196 11.8 12.16 3319 -- --
311.8 0.822 5.09 1.57 0.063 -1.39 -0.0933 -- -0.0574 12.1 21.89 2724 -- --
310.77 0.821 5.18 1.1 0.144 -1.9 -- -3.01 -0.197 11.8 11.45 3317 -- --
311.19 0.822 5.09 1.62 0.134 -1.5 -- -- -0.0679 11.7 21.74 3264 -- --
311.86 0.822 5.19 1.11 -- -1.96 -- -3.08 -0.195 -- 9.448 3457 -- --
379.01 0.913 5.16 1.04 0.235 -- 0.0408 -- -0.368 11.8 -- -- -- --
379.01 0.912 5.16 1.04 0.234 -- -- -- -0.368 11.8 -- -- -- --
312.17 0.823 5.09 1.62 -- -1.53 -- -- -0.0746 -- 21.94 3320 -- --
369.43 0.895 5.15 -- 0.13 -0.981 -- -- -0.34 7.94 23.44 2710 -- --
382.47 0.914 5.16 1.04 -- -- -- -- -0.371 -- -- -- -- --
407.68 0.945 5.18 -- 0.222 -- -- -- -0.484 11.6 -- -- -- --
368.89 0.895 5.21 -- -- -1.13 -- -- -0.591 -- 28.02 3448 -- --
410.78 0.946 5.19 -- -- -- -- -- -0.486 -- -- -- -- --

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
1 303.47 temperature 15 90 > th dose dependent rect. 13 22
2 304.53 temperature 15 270 > th dose dependent rect. 12 20
4 304.79 humidity 50 14400 < th dose independent rect. 16 18
6 305.10 temperature 10 270 > th dose dependent rect. 11 22
7 305.38 humidity 50 14400 < th dose independent rect. 17 16
8 305.57 humidity 50 14400 < th dose independent rect. 16 2
23 305.58 humidity 50 14400 > th dose independent rect. 16 2
34 306.73 humidity 50 14400 > th dose independent rect. 16 13
38 306.80 humidity 50 14400 > th dose independent rect. 16 8
39 306.80 humidity 50 14400 > th dose independent rect. 16 11
42 306.82 humidity 50 14400 > th dose independent rect. 16 5
69 307.69 humidity 50 14400 < th dose dependent rect. 17 17
76 308.83 humidity 50 14400 < th dose dependent rect. 17 1
92 309.59 temperature 20 4320 > th dose dependent rect. 17 10
106 309.95 temperature 20 4320 > th dose dependent rect. 17 14
127 310.16 temperature 20 4320 > th dose dependent sin 14 NA
137 310.26 temperature 10 270 > th dose dependent rect. 22 10
138 310.27 temperature 10 4320 > th dose dependent rect. 16 11
147 310.32 temperature 30 4320 < th dose dependent rect. 17 10
170 310.42 temperature 25 4320 > th dose independent rect. 20 1
174 310.43 temperature 30 4320 < th dose dependent rect. 17 2
179 310.45 temperature 20 4320 > th dose dependent rect. 17 2
196 310.55 temperature 20 4320 > th dose dependent rect. 1 2
212 310.63 temperature 20 4320 > th dose dependent rect. 20 1
242 310.75 temperature 10 4320 > th dose dependent sin 14 NA
388 311.23 temperature 25 4320 > th dose independent rect. 18 6
397 311.25 temperature 20 4320 > th dose dependent rect. 6 1
415 311.30 temperature 25 4320 > th dose independent rect. 16 8
421 311.32 temperature 25 4320 < th dose independent rect. 17 7
444 311.38 temperature 30 4320 < th dose dependent sin 14 NA
467 311.46 temperature 25 4320 < th dose independent rect. 20 1
468 311.46 temperature 25 4320 < th dose independent rect. 19 3
557 311.77 temperature 25 4320 > th dose independent rect. 6 2
588 311.89 temperature 10 4320 > th dose dependent rect. 20 1
602 311.92 temperature 30 4320 < th dose dependent rect. 20 1
950 312.88 temperature 25 4320 < th dose independent rect. 6 1
969 312.95 temperature 10 4320 > th dose dependent no NA NA