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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.

Os02g0680600

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

Description : Similar to 2-C-methyl-D-erythritol 2,4-cyclodiphosphate synthase, chloroplast precursor (EC 4.6.1.12) (MECPS) (MECDP-synthase).


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 11.8 (0.029) R2 : 0.482
β1 : -- (--) R2dD : -- R2D : --
β2 : 1.04 (0.0703) R2dC : 0.263 R2C : 0.173
β3 : 1.28 (0.12) R2dE : 0.135 R2E : -0.0173
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.821 (0.0624) R2dN8 : 0.255 R2N8 : 0.11
σ : 0.541
deviance : 134.88
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_____
C
peak time of C : 10
E
wheather : humidity
threshold : 64.99
memory length : 22312
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 = humidity, 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
128.04 0.532 11.9 -0.557 1.1 1.16 -0.267 1.2 -0.854 10.2 70 6768 -- --
130.04 0.531 11.9 -0.623 1.1 1.22 -0.371 -- -0.873 10.2 70 6809 -- --
128.32 0.528 11.9 -0.563 1.1 1.16 -- 1.25 -0.854 10.2 69.83 6776 -- --
130.36 0.532 11.8 -0.619 1.09 1.26 -- -- -0.816 10.3 69 6825 -- --
190.29 0.646 11.9 -0.792 -- 0.495 -- -0.774 -0.702 -- 70 5918 -- --
152.3 0.579 11.8 -0.715 1 -- -0.378 -- -0.709 10.2 -- -- -- --
152.87 0.579 11.8 -0.73 1 -- -- -- -0.71 10.1 -- -- -- --
191.83 0.645 11.9 -0.257 -- 1.14 -- -- -0.757 -- 63 20364 -- --
134.88 0.541 11.8 -- 1.04 1.28 -- -- -0.821 10 64.99 22312 -- --
213.94 0.683 11.8 -0.744 -- -- -- -- -0.712 -- -- -- -- --
166.92 0.604 11.8 -- 1.01 -- -- -- -0.629 10.2 -- -- -- --
191.57 0.645 11.8 -- -- 1.31 -- -- -0.554 -- 61 27391 -- --
228.54 0.706 11.8 -- -- -- -- -- -0.629 -- -- -- -- --

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
1 121.69 wind 3.0 43200 < th dose dependent rect. 5 1
2 122.22 humidity 70.0 1440 > th dose independent rect. 11 2
3 122.40 humidity 70.0 1440 < th dose independent rect. 11 2
4 122.54 wind 1.0 43200 > th dose independent rect. 5 2
15 124.62 wind 1.0 43200 < th dose independent rect. 5 2
20 124.95 humidity 80.0 4320 < th dose dependent rect. 10 2
44 125.94 humidity 80.0 4320 < th dose dependent rect. 21 16
47 125.99 humidity 60.0 14400 < th dose independent rect. 19 19
63 126.10 wind 1.0 43200 > th dose independent rect. 23 8
93 126.34 precipitation 0.1 14400 > th dose independent rect. 14 2
96 126.34 precipitation 0.1 14400 > th dose dependent rect. 14 2
103 126.45 wind 1.0 43200 < th dose independent rect. 23 8
125 126.65 humidity 60.0 14400 < th dose independent sin 3 NA
132 126.71 precipitation 0.1 14400 < th dose independent rect. 14 2
142 126.71 precipitation 0.1 14400 < th dose dependent rect. 14 2
147 126.72 wind 1.0 43200 > th dose dependent rect. 5 1
163 126.77 wind 7.0 43200 > th dose dependent rect. 11 2
168 126.81 radiation 10.0 1440 < th dose dependent rect. 6 5
205 126.97 humidity 60.0 14400 < th dose independent rect. 10 10
217 126.99 humidity 60.0 14400 < th dose independent rect. 10 23
219 127.00 humidity 60.0 14400 < th dose independent rect. 8 12
271 127.08 humidity 70.0 1440 < th dose independent rect. 11 7
298 127.11 humidity 60.0 14400 < th dose independent no NA NA
349 127.14 humidity 80.0 4320 < th dose dependent sin 7 NA
408 127.33 humidity 60.0 14400 < th dose dependent sin 14 NA
412 127.35 radiation 20.0 1440 < th dose independent rect. 9 4
419 127.38 humidity 70.0 4320 > th dose independent rect. 20 17
422 127.39 humidity 60.0 14400 < th dose dependent rect. 14 6
455 127.46 humidity 70.0 4320 > th dose independent rect. 6 7
461 127.46 humidity 70.0 4320 > th dose independent rect. 23 14
466 127.47 wind 1.0 43200 < th dose dependent rect. 2 11
477 127.52 precipitation 0.1 43200 > th dose dependent rect. 18 2
482 127.54 humidity 70.0 1440 > th dose dependent rect. 9 4
505 127.60 radiation 30.0 1440 < th dose dependent rect. 10 3
525 127.63 humidity 70.0 1440 > th dose independent rect. 11 7
548 127.78 humidity 60.0 14400 > th dose independent rect. 16 21
596 127.91 wind 1.0 14400 < th dose dependent rect. 2 5
597 127.92 humidity 60.0 14400 > th dose independent sin 3 NA
599 127.92 humidity 60.0 14400 > th dose independent rect. 8 9
608 127.95 humidity 60.0 14400 > th dose independent rect. 19 22
615 127.96 wind 3.0 14400 < th dose dependent rect. 23 7
626 128.02 humidity 60.0 14400 > th dose independent rect. 10 7
627 128.02 humidity 60.0 14400 > th dose independent rect. 5 12
632 128.02 humidity 60.0 14400 > th dose independent rect. 23 18
636 128.03 precipitation 0.1 14400 > th dose independent rect. 4 13
681 128.07 precipitation 0.1 14400 < th dose independent rect. 4 13
683 128.07 precipitation 0.1 14400 < th dose dependent rect. 4 13
687 128.09 humidity 60.0 14400 > th dose independent rect. 8 12
760 128.17 humidity 60.0 14400 > th dose independent rect. 10 23
771 128.19 humidity 60.0 14400 > th dose independent rect. 10 10
787 128.20 wind 1.0 14400 < th dose independent rect. 2 8
845 128.23 humidity 60.0 14400 > th dose independent no NA NA
849 128.23 humidity 60.0 14400 > th dose independent rect. 10 14
859 128.23 humidity 60.0 14400 > th dose independent rect. 10 19
904 128.25 wind 9.0 43200 < th dose independent rect. 11 2
935 128.27 humidity 70.0 1440 > th dose independent rect. 4 14
937 128.27 humidity 70.0 1440 > th dose independent rect. 23 19
948 128.28 radiation 10.0 1440 < th dose dependent rect. 6 8
962 128.29 humidity 50.0 1440 > th dose dependent rect. 2 12
980 128.32 wind 1.0 43200 < th dose independent rect. 2 11