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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.

Os10g0532000

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

Description : Similar to GRAB2 protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 3.52 (0.0314) R2 : 0.149
β1 : -1.21 (0.157) R2dD : 0.225 R2D : -0.199
β2 : -- (--) R2dC : -- R2C : --
β3 : 1.29 (0.153) R2dE : 0.308 R2E : -0.17
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.494 (0.0766) R2dN8 : 0.156 R2N8 : -0.0605
σ : 0.56
deviance : 144.83
__
_____
C
peak time of C : --
E
wheather : temperature
threshold : 19.4
memory length : 9577
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
129.77 0.535 3.65 -1.74 0.448 0.849 -0.182 -4.31 -0.605 20.1 25.1 5328 -- --
132.28 0.536 3.53 -1.25 0.489 1.33 -0.0672 -- -0.498 20.3 19.4 9718 -- --
129.86 0.531 3.65 -1.75 0.448 0.85 -- -4.33 -0.607 20 25.1 5327 -- --
132.32 0.536 3.53 -1.2 0.489 1.3 -- -- -0.502 20.2 19.32 9718 -- --
140.38 0.552 3.64 -1.76 -- 0.9 -- -4.23 -0.621 -- 25.34 5141 -- --
153.83 0.581 3.45 -0.244 0.485 -- -0.362 -- -0.14 20.6 -- -- -- --
154.23 0.582 3.45 -0.232 0.489 -- -- -- -0.139 20.4 -- -- -- --
144.83 0.56 3.52 -1.21 -- 1.29 -- -- -0.494 -- 19.4 9577 -- --
146.86 0.564 3.48 -- 0.456 0.572 -- -- -0.262 20 21.4 5432 -- --
167.55 0.605 3.44 -0.234 -- -- -- -- -0.144 -- -- -- -- --
155.64 0.584 3.44 -- 0.49 -- -- -- -0.113 20.4 -- -- -- --
159.29 0.588 3.47 -- -- 0.481 -- -- -0.254 -- 22.9 5215 -- --
168.99 0.607 3.43 -- -- -- -- -- -0.118 -- -- -- -- --

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
1 125.94 atmosphere 995.0 43200 > th dose independent rect. 20 16
4 125.98 atmosphere 995.0 43200 < th dose independent rect. 21 15
14 126.28 atmosphere 995.0 43200 > th dose independent rect. 23 12
27 126.44 atmosphere 995.0 43200 < th dose dependent rect. 23 10
35 126.55 atmosphere 995.0 43200 < th dose independent rect. 1 9
37 126.56 atmosphere 995.0 43200 > th dose independent rect. 3 6
38 126.56 atmosphere 995.0 43200 < th dose independent rect. 3 6
39 126.57 atmosphere 995.0 43200 > th dose independent rect. 1 9
45 126.60 atmosphere 995.0 43200 < th dose dependent sin 9 NA
49 126.69 atmosphere 995.0 43200 > th dose independent rect. 5 3
62 126.87 atmosphere 995.0 43200 < th dose dependent rect. 4 4
67 127.07 atmosphere 995.0 43200 < th dose independent rect. 4 4
69 127.09 atmosphere 995.0 43200 < th dose independent sin 7 NA
109 127.94 atmosphere 995.0 43200 > th dose independent sin 8 NA
111 127.96 radiation 1.0 1440 < th dose dependent rect. 20 9
120 128.42 temperature 25.0 1440 < th dose dependent rect. 22 1
138 128.81 radiation 1.0 43200 > th dose independent rect. 13 2
140 128.81 temperature 25.0 1440 < th dose dependent rect. 20 8
141 128.81 temperature 25.0 1440 < th dose dependent rect. 20 10
142 128.82 radiation 1.0 43200 < th dose independent rect. 13 2
143 128.82 radiation 1.0 43200 < th dose dependent rect. 13 2
148 128.85 temperature 15.0 1440 > th dose dependent rect. 22 1
167 128.97 precipitation 0.1 43200 > th dose independent rect. 9 3
168 128.97 precipitation 0.1 43200 > th dose dependent rect. 9 3
173 128.99 temperature 15.0 1440 > th dose dependent rect. 18 12
195 129.07 temperature 20.0 14400 < th dose independent rect. 21 1
209 129.12 temperature 20.0 14400 > th dose independent rect. 21 1
212 129.13 temperature 25.0 1440 < th dose dependent rect. 3 1
215 129.15 humidity 90.0 14400 > th dose dependent rect. 22 2
218 129.16 precipitation 0.1 43200 < th dose independent rect. 9 3
219 129.16 precipitation 0.1 43200 < th dose dependent rect. 9 3
271 129.30 temperature 15.0 1440 > th dose dependent rect. 3 1
329 129.45 temperature 25.0 1440 < th dose dependent rect. 2 4
362 129.54 temperature 20.0 14400 < th dose independent rect. 6 1
389 129.57 temperature 25.0 1440 < th dose dependent sin 11 NA
392 129.57 temperature 15.0 1440 > th dose dependent rect. 2 4
400 129.59 temperature 25.0 1440 < th dose dependent rect. 5 1
420 129.62 temperature 20.0 1440 > th dose dependent rect. 19 2
429 129.63 wind 9.0 43200 < th dose independent rect. 21 2
452 129.66 temperature 15.0 1440 > th dose dependent rect. 5 1
469 129.69 precipitation 0.1 43200 > th dose independent rect. 7 6
481 129.71 precipitation 0.1 43200 < th dose independent rect. 7 6
486 129.71 precipitation 0.1 43200 < th dose dependent rect. 7 6
490 129.72 precipitation 0.1 43200 > th dose dependent rect. 7 6
539 129.80 temperature 15.0 1440 > th dose dependent sin 12 NA
544 129.81 temperature 20.0 14400 > th dose independent rect. 6 1
566 129.84 temperature 20.0 4320 > th dose independent rect. 20 14
589 129.89 temperature 20.0 4320 < th dose independent rect. 19 13
600 129.91 temperature 25.0 4320 > th dose independent rect. 11 12
609 129.92 temperature 25.0 4320 > th dose independent rect. 11 1
627 129.94 temperature 25.0 4320 > th dose independent rect. 11 4
639 129.97 humidity 90.0 43200 > th dose dependent rect. 13 1
685 130.04 wind 9.0 43200 < th dose independent rect. 21 5
694 130.05 temperature 20.0 4320 > th dose independent sin 9 NA
713 130.07 temperature 20.0 4320 > th dose independent rect. 19 10
722 130.08 temperature 20.0 4320 > th dose independent rect. 24 10
731 130.09 temperature 25.0 4320 < th dose independent rect. 11 12
741 130.11 temperature 20.0 4320 < th dose independent sin 9 NA
753 130.12 temperature 20.0 4320 < th dose independent rect. 19 10
758 130.13 humidity 70.0 43200 > th dose independent rect. 19 1
773 130.14 humidity 70.0 43200 < th dose independent rect. 19 1
775 130.14 temperature 20.0 4320 < th dose independent rect. 24 10
782 130.15 wind 7.0 43200 > th dose independent rect. 22 1
862 130.25 humidity 70.0 43200 > th dose independent rect. 19 13
866 130.26 temperature 20.0 14400 < th dose independent rect. 5 3
872 130.26 humidity 70.0 43200 < th dose independent rect. 19 13
875 130.26 humidity 90.0 14400 > th dose dependent rect. 15 12
925 130.32 wind 7.0 43200 > th dose dependent rect. 22 1
939 130.34 temperature 25.0 4320 < th dose independent rect. 11 1
940 130.34 temperature 20.0 14400 > th dose independent rect. 5 3
957 130.36 temperature 20.0 4320 < th dose independent rect. 3 5
970 130.37 radiation 1.0 43200 < th dose dependent rect. 24 5
997 130.40 radiation 1.0 43200 < th dose dependent rect. 2 3
1000 130.40 radiation 1.0 43200 < th dose dependent rect. 20 9