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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.

Os04g0458800

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

Description : Hypothetical protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 2.95 (0.0314) R2 : 0.214
β1 : 0.462 (0.119) R2dD : 0.0332 R2D : -0.0551
β2 : -- (--) R2dC : -- R2C : --
β3 : 27.6 (2.47) R2dE : 4.96 R2E : -4.26
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : 125 (11.8) R2dD*E : 4.46 R2D*E : -4.74
γ1 : -0.0305 (0.0644) R2dN8 : 0.000768 R2N8 : -0.0199
σ : 0.563
deviance : 146.34
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_____
C
peak time of C : --
E
wheather : wind
threshold : 7
memory length : 91
response mode : > th
dose dependency : dose independent
G
type of G : rect.
peak or start time of G : 4.03
open length of G : 5

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Dependence on each variable

Residual plot

Process of the parameter reduction
(fixed parameters. wheather = wind, response mode = > th, dose dependency = dose independent, type of G = rect.)

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
145.17 0.561 2.96 0.447 0.00346 26.9 -0.582 122 -0.0444 2.6 7 90 4 5
843.94 1.35 3.13 0.171 0.315 25.3 0.577 -- -0.243 23.7 7.235 95 4.12 5.03
146.22 0.563 2.94 0.489 0.0636 27.4 -- 124 -0.0166 6.13 7.001 91 4.02 4.99
188.91 0.64 2.92 -0.297 0.11 1.85 -- -- -0.0737 13.3 10.47 169 9.15 0.794
146.34 0.563 2.95 0.462 -- 27.6 -- 125 -0.0305 -- 7 91 4.03 5
183.97 0.636 2.87 -0.0344 0.098 -- 0.537 -- -0.0636 11.6 -- -- -- --
184.8 0.637 2.87 -0.0156 0.132 -- -- -- -0.0635 8.76 -- -- -- --
184.59 0.633 2.87 -0.00562 -- 1.1 -- -- -0.0582 -- 10.37 147 9.16 0.39
183.72 0.631 2.86 -- 0.125 1.04 -- -- -0.0588 8.7 10.49 137 9.15 1.16
185.79 0.637 2.87 -0.0154 -- -- -- -- -0.0625 -- -- -- -- --
184.81 0.636 2.86 -- 0.132 -- -- -- -0.0618 8.76 -- -- -- --
184.6 0.633 2.87 -- -- 1.1 -- -- -0.0577 -- 10.37 146 9.16 0.282
185.8 0.636 2.87 -- -- -- -- -- -0.0607 -- -- -- -- --

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
1 145.17 wind 7.0 90 > th dose independent rect. 4 5
2 146.41 wind 7.0 90 > th dose dependent rect. 4 5
4 146.59 wind 7.0 90 > th dose dependent rect. 8 1
5 146.61 wind 7.0 90 > th dose independent rect. 8 1
43 165.62 wind 5.0 90 > th dose independent rect. 22 12
48 167.02 radiation 20.0 270 > th dose dependent rect. 6 1
65 167.48 wind 5.0 90 > th dose dependent rect. 22 12
66 167.52 radiation 20.0 270 > th dose independent rect. 6 1
80 167.94 precipitation 0.1 30 > th dose independent rect. 4 14
84 167.96 precipitation 0.1 30 > th dose dependent rect. 5 13
101 168.70 temperature 25.0 10 < th dose dependent rect. 9 1
124 169.33 precipitation 0.1 10 < th dose independent sin 0 NA
126 169.33 precipitation 0.1 10 < th dose dependent sin 0 NA
130 169.50 precipitation 0.1 10 > th dose independent sin 0 NA
138 169.71 precipitation 0.1 10 > th dose dependent sin 0 NA
144 170.10 radiation 40.0 90 > th dose dependent rect. 8 1
232 172.73 precipitation 0.1 30 > th dose independent rect. 4 10
241 172.74 precipitation 0.1 30 > th dose dependent rect. 5 9
246 172.77 precipitation 0.1 30 > th dose independent rect. 4 4
252 172.77 precipitation 0.1 90 > th dose dependent rect. 4 3
286 172.79 precipitation 0.1 10 > th dose dependent rect. 5 3
302 172.80 wind 3.0 10 > th dose dependent rect. 6 1
327 172.85 wind 3.0 10 > th dose independent rect. 6 1
328 172.86 precipitation 0.1 90 > th dose independent rect. 1 17
372 173.09 precipitation 0.1 90 > th dose dependent rect. 1 18
460 173.81 precipitation 0.1 90 > th dose dependent sin 3 NA
489 174.07 wind 5.0 90 > th dose independent rect. 17 17
577 174.84 atmosphere 1000.0 90 < th dose independent rect. 5 3
584 174.95 radiation 1.0 10 < th dose independent rect. 6 1
589 175.00 atmosphere 1000.0 90 < th dose dependent rect. 5 3
631 175.38 precipitation 0.1 90 > th dose dependent rect. 17 13
640 175.40 wind 5.0 90 < th dose independent sin 8 NA
644 175.43 atmosphere 1000.0 10 < th dose independent rect. 5 4
690 175.44 atmosphere 1000.0 270 < th dose independent rect. 4 1
695 175.44 atmosphere 1000.0 270 < th dose dependent rect. 4 1
729 175.57 precipitation 0.1 90 > th dose dependent rect. 13 17
753 175.63 atmosphere 1000.0 10 < th dose dependent rect. 5 4
767 175.66 wind 5.0 90 > th dose independent sin 8 NA
787 175.77 precipitation 0.1 90 > th dose dependent rect. 16 22
832 175.94 precipitation 0.1 90 > th dose dependent no NA NA
833 175.94 precipitation 0.1 90 > th dose dependent rect. 4 22
866 176.05 precipitation 0.1 90 > th dose independent rect. 16 14
900 176.20 precipitation 0.1 90 > th dose independent rect. 1 5
906 176.21 precipitation 0.1 90 > th dose dependent rect. 1 5
970 176.41 wind 1.0 10 < th dose dependent rect. 7 6
988 176.46 wind 9.0 720 > th dose independent rect. 22 1
992 176.46 wind 9.0 720 > th dose dependent rect. 22 1