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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.

Os04g0691200

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 : 5.33 (0.0591) R2 : 0.236
β1 : 0.498 (0.259) R2dD : 0.0122 R2D : 0.00652
β2 : 0.647 (0.123) R2dC : 0.0469 R2C : 0.0263
β3 : 1.5 (0.225) R2dE : 0.138 R2E : -0.0966
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : 3.62 (0.709) R2dD*E : 0.113 R2D*E : -0.0697
γ1 : -0.943 (0.127) R2dN8 : 0.166 R2N8 : 0.102
σ : 0.962
deviance : 426.96
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_____
C
peak time of C : 12.8
E
wheather : temperature
threshold : 20.57
memory length : 2617
response mode : > th
dose dependency : dose independent
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 independent, 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
426.78 0.971 5.33 0.502 0.642 1.5 -0.242 3.62 -0.943 12.9 20.5 2651 -- --
458.18 0.997 5.45 0.129 0.544 1.13 -0.516 -- -1.03 12.5 24.7 3291 -- --
426.96 0.962 5.33 0.498 0.647 1.5 -- 3.62 -0.943 12.8 20.57 2617 -- --
450.65 0.989 5.51 -0.241 0.56 1.1 -- -- -1.24 11.6 21.41 2578 -- --
451.92 0.99 5.33 0.526 -- 1.44 -- 3.75 -0.93 -- 20.59 2785 -- --
473.09 1.02 5.4 0.335 0.569 -- -0.422 -- -0.835 12.9 -- -- -- --
473.8 1.02 5.4 0.319 0.57 -- -- -- -0.838 12.7 -- -- -- --
472.57 1.01 5.47 -0.158 -- 0.889 -- -- -1.13 -- 21.54 2794 -- --
448.27 0.986 5.48 -- 0.655 0.908 -- -- -1.13 12.6 21.8 2510 -- --
494.1 1.04 5.41 0.299 -- -- -- -- -0.848 -- -- -- -- --
476.48 1.02 5.41 -- 0.565 -- -- -- -0.873 12.7 -- -- -- --
473.12 1.01 5.47 -- -- 0.828 -- -- -1.1 -- 21.6 2790 -- --
496.46 1.04 5.42 -- -- -- -- -- -0.881 -- -- -- -- --

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
1 420.45 temperature 20.0 4320 > th dose independent rect. 21 2
4 421.52 temperature 20.0 4320 < th dose independent rect. 21 2
18 425.27 temperature 20.0 4320 > th dose independent rect. 13 11
44 426.84 temperature 20.0 10 > th dose dependent rect. 7 13
45 427.02 temperature 25.0 1440 < th dose dependent rect. 16 11
48 427.11 temperature 15.0 1440 > th dose dependent rect. 1 1
50 427.13 temperature 20.0 4320 > th dose independent sin 17 NA
52 427.14 temperature 25.0 1440 < th dose dependent rect. 1 1
98 427.79 temperature 25.0 1440 < th dose dependent rect. 17 5
122 428.12 temperature 25.0 1440 < th dose dependent sin 16 NA
141 428.49 temperature 20.0 4320 < th dose independent sin 17 NA
181 429.04 temperature 25.0 30 > th dose dependent rect. 12 23
221 429.54 temperature 25.0 1440 < th dose dependent rect. 20 1
333 430.97 humidity 90.0 1440 > th dose independent rect. 5 1
370 431.36 temperature 25.0 10 > th dose dependent rect. 7 23
387 431.56 atmosphere 1005.0 14400 < th dose independent rect. 23 1
388 431.56 temperature 25.0 10 > th dose dependent rect. 7 15
413 431.71 temperature 10.0 1440 > th dose dependent rect. 17 11
439 431.85 temperature 25.0 10 > th dose dependent rect. 23 21
447 431.91 temperature 15.0 10 > th dose dependent rect. 7 23
533 432.51 temperature 10.0 10 > th dose dependent rect. 21 23
535 432.53 temperature 25.0 4320 < th dose independent rect. 23 1
576 432.78 wind 9.0 4320 > th dose dependent rect. 18 11
592 432.95 radiation 20.0 30 > th dose independent rect. 12 23
595 432.97 temperature 25.0 10 > th dose dependent sin 23 NA
612 433.02 radiation 20.0 1440 > th dose independent rect. 16 1
673 433.29 temperature 25.0 10 > th dose dependent rect. 21 23
721 433.57 temperature 25.0 90 > th dose dependent sin 1 NA
753 433.72 precipitation 0.1 14400 > th dose dependent rect. 17 1
755 433.72 temperature 25.0 1440 < th dose dependent rect. 24 23
761 433.75 temperature 25.0 1440 < th dose dependent rect. 16 23
762 433.76 temperature 25.0 1440 < th dose dependent no NA NA
802 433.95 temperature 20.0 720 > th dose dependent rect. 23 12
828 434.08 temperature 25.0 1440 < th dose dependent rect. 20 23
829 434.09 temperature 25.0 720 > th dose independent rect. 15 16
830 434.09 temperature 10.0 1440 > th dose dependent sin 13 NA
932 434.57 wind 7.0 4320 > th dose independent rect. 20 8
964 434.69 temperature 20.0 720 > th dose dependent rect. 3 6
966 434.70 wind 7.0 4320 < th dose independent rect. 20 8
982 434.75 temperature 25.0 270 > th dose dependent sin 4 NA