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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.

Os07g0576100

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

Description : GH3 auxin-responsive promoter family protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 5.54 (0.042) R2 : 0.715
β1 : 4.67 (0.159) R2dD : 0.612 R2D : 0.326
β2 : -- (--) R2dC : -- R2C : --
β3 : -4.43 (0.188) R2dE : 0.404 R2E : 0.113
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.65 (0.0933) R2dN8 : 0.045 R2N8 : -0.0816
σ : 0.777
deviance : 278.16
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_____
C
peak time of C : --
E
wheather : temperature
threshold : 15.8
memory length : 566
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
265.3 0.765 5.49 4.85 1.31 -3.74 2.3 0.558 0.666 7.29 7.49 1670 -- --
265.55 0.759 5.51 4.73 1.32 -3.74 2.31 -- 0.632 7.28 9.082 1661 -- --
279.45 0.779 5.49 4.92 1.31 -3.75 -- 0.614 0.668 7.15 6.945 1671 -- --
279.1 0.778 5.51 4.84 1.12 -3.65 -- -- 0.644 6.53 3.967 2063 -- --
277.82 0.776 5.56 4.46 -- -4.34 -- -0.817 0.634 -- 15.84 582 -- --
496.44 1.04 5.66 3.53 1.4 -- 2.43 -- -0.0531 7.36 -- -- -- --
512.3 1.06 5.66 3.58 1.41 -- -- -- -0.0589 7.21 -- -- -- --
278.16 0.777 5.54 4.67 -- -4.43 -- -- 0.65 -- 15.8 566 -- --
769.02 1.29 5.68 -- 0.95 -1.8 -- -- -0.148 7.57 20.1 397 -- --
616.97 1.16 5.69 3.61 -- -- -- -- -0.0345 -- -- -- -- --
850.62 1.36 5.75 -- 1.44 -- -- -- -0.458 7.05 -- -- -- --
788.02 1.31 5.7 -- -- -2.53 -- -- -0.0703 -- 20.4 486 -- --
960.43 1.45 5.78 -- -- -- -- -- -0.435 -- -- -- -- --

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
1 252.86 temperature 10 1440 > th dose dependent rect. 16 14
5 253.13 temperature 30 1440 < th dose dependent rect. 16 15
50 254.98 temperature 10 1440 > th dose dependent sin 13 NA
58 255.27 temperature 30 1440 < th dose dependent sin 13 NA
103 256.59 temperature 30 4320 < th dose dependent rect. 21 6
108 256.64 temperature 10 4320 > th dose dependent rect. 21 6
123 256.91 radiation 1 4320 < th dose dependent rect. 17 1
134 257.20 temperature 30 4320 < th dose dependent rect. 23 1
148 257.33 temperature 10 4320 > th dose dependent rect. 23 1
318 259.34 radiation 40 43200 < th dose dependent rect. 18 6
327 259.50 temperature 10 4320 > th dose dependent rect. 1 1
499 260.89 radiation 1 43200 < th dose independent rect. 17 12
538 261.15 radiation 1 14400 < th dose dependent rect. 16 15
592 261.63 radiation 1 14400 < th dose independent rect. 8 16
600 261.65 radiation 1 14400 < th dose independent rect. 8 10
650 261.84 radiation 1 14400 < th dose independent rect. 15 9
651 261.85 radiation 1 14400 < th dose independent rect. 15 7
669 261.94 radiation 1 14400 < th dose independent rect. 15 4
719 262.22 radiation 1 14400 < th dose dependent rect. 16 7
730 262.27 radiation 1 43200 > th dose independent rect. 17 12
767 262.47 radiation 1 14400 > th dose independent rect. 8 10
845 262.68 radiation 1 14400 < th dose dependent rect. 8 23
881 262.84 radiation 1 14400 > th dose independent rect. 15 4
903 262.87 radiation 1 14400 < th dose dependent rect. 16 19
905 262.88 radiation 1 14400 < th dose dependent rect. 4 3
966 263.20 radiation 1 14400 < th dose independent sin 17 NA