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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.

Os07g0588500

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

Description : WD40-like domain containing protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 3.11 (0.0464) R2 : 0.11
β1 : 0.697 (0.159) R2dD : 0.04 R2D : -0.0097
β2 : -- (--) R2dC : -- R2C : --
β3 : 17.9 (2.67) R2dE : 3.22 R2E : -3.1
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : 36.4 (5.55) R2dD*E : 3.06 R2D*E : -3
γ1 : 0.171 (0.0896) R2dN8 : 0.00964 R2N8 : -0.0247
σ : 0.782
deviance : 281.7
__
_____
C
peak time of C : --
E
wheather : atmosphere
threshold : 1016
memory length : 1567
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 = atmosphere, 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
278.87 0.785 3.08 0.63 0.188 15.4 0.716 31.4 0.172 6.27 1016 1567 -- --
305.22 0.814 2.96 0.442 0.238 0.441 0.814 -- 0.162 7.1 1018 1179 -- --
279.63 0.779 3.08 0.623 0.199 15.8 -- 32.2 0.161 7.54 1016 1563 -- --
302.09 0.809 2.95 0.513 0.262 0.947 -- -- 0.196 7.84 1012 1719 -- --
281.7 0.782 3.11 0.697 -- 17.9 -- 36.4 0.171 -- 1016 1567 -- --
305.73 0.82 2.97 0.411 0.244 -- 0.772 -- 0.153 7.25 -- -- -- --
307.03 0.821 2.97 0.43 0.251 -- -- -- 0.153 8.32 -- -- -- --
305.49 0.814 2.96 0.505 -- 1 -- -- 0.194 -- 1012 1677 -- --
308.39 0.818 2.97 -- 0.25 0.873 -- -- 0.128 7.84 1013 1678 -- --
310.52 0.823 2.97 0.432 -- -- -- -- 0.156 -- -- -- -- --
311.91 0.826 2.98 -- 0.253 -- -- -- 0.105 8.2 -- -- -- --
311.82 0.822 2.98 -- -- 0.885 -- -- 0.129 -- 1013 1678 -- --
315.44 0.829 2.98 -- -- -- -- -- 0.108 -- -- -- -- --

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
1 277.97 atmosphere 1015 1440 > th dose dependent rect. 10 11
9 277.99 atmosphere 1015 1440 > th dose dependent sin 23 NA
29 278.31 atmosphere 1015 1440 > th dose dependent rect. 10 9
43 278.32 atmosphere 1015 1440 > th dose dependent rect. 10 7
119 278.92 atmosphere 1015 1440 < th dose independent rect. 4 7
120 279.06 atmosphere 1015 1440 > th dose independent rect. 2 11
124 279.08 atmosphere 1015 1440 > th dose independent rect. 10 11
131 279.10 atmosphere 1015 1440 > th dose independent rect. 10 3
142 279.25 atmosphere 1015 1440 < th dose independent rect. 3 10
146 279.34 atmosphere 1015 1440 > th dose independent sin 0 NA
147 279.35 atmosphere 1015 1440 < th dose independent rect. 24 13
149 279.38 atmosphere 1015 1440 < th dose independent rect. 9 2
155 279.45 atmosphere 1015 1440 > th dose independent sin 4 NA
156 279.47 atmosphere 1015 1440 < th dose independent rect. 7 4
159 279.48 atmosphere 1015 1440 < th dose independent rect. 7 6
160 279.49 atmosphere 1015 1440 < th dose independent rect. 9 4
172 279.63 atmosphere 1015 1440 > th dose independent rect. 10 1
205 279.69 atmosphere 1010 270 > th dose dependent rect. 24 7
206 279.70 atmosphere 1010 270 > th dose dependent rect. 6 1
228 279.89 atmosphere 1010 270 > th dose independent rect. 5 1
336 280.30 atmosphere 1015 1440 < th dose independent sin 4 NA
371 280.98 atmosphere 1010 90 > th dose dependent rect. 8 1
394 281.46 atmosphere 1015 1440 < th dose independent rect. 4 14
411 281.58 atmosphere 1015 1440 < th dose independent rect. 7 12
413 281.59 atmosphere 1015 1440 < th dose independent rect. 10 9
419 281.60 atmosphere 1015 1440 < th dose independent rect. 1 18
655 285.99 atmosphere 1015 1440 < th dose independent rect. 13 1
668 286.19 temperature 20 270 < th dose dependent rect. 6 1
739 286.49 atmosphere 1015 1440 > th dose dependent no NA NA
768 286.50 atmosphere 1015 1440 > th dose dependent rect. 17 22
798 286.74 atmosphere 1010 720 > th dose dependent rect. 1 1
826 286.81 atmosphere 1015 1440 > th dose independent no NA NA
848 286.82 atmosphere 1015 1440 > th dose independent rect. 16 23
899 287.28 atmosphere 1015 1440 < th dose independent rect. 7 23
905 287.29 atmosphere 1015 1440 < th dose independent rect. 10 20
911 287.30 atmosphere 1015 1440 < th dose independent no NA NA
919 287.30 atmosphere 1015 1440 < th dose independent rect. 16 23
927 287.31 atmosphere 1010 720 > th dose dependent rect. 23 4
995 288.58 radiation 20 90 < th dose independent rect. 9 2
997 288.67 atmosphere 1015 1440 < th dose independent rect. 13 23