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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.

Os04g0627400

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

Description : PAK-box/P21-Rho-binding domain containing protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 4.14 (0.0533) R2 : 0.398
β1 : -1.76 (0.202) R2dD : 0.121 R2D : 0.0945
β2 : 1.8 (0.126) R2dC : 0.269 R2C : 0.268
β3 : -0.606 (0.135) R2dE : 0.0351 R2E : 0.00211
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.0359 (0.12) R2dN8 : 0.000334 R2N8 : 0.0015
σ : 0.978
deviance : 441.04
__
_____
C
peak time of C : 10.3
E
wheather : atmosphere
threshold : 1012
memory length : 12899
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 = atmosphere, 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
435.09 0.98 4.11 -1.49 1.78 -0.907 -1.17 -1.06 0.121 10.2 1012 4911 -- --
436.64 0.973 4.13 -1.62 1.79 -0.805 -1.19 -- 0.114 10.2 1012 3590 -- --
438.16 0.975 4.09 -1.45 1.8 -0.845 -- -1.53 0.139 10.2 1012 8282 -- --
441.04 0.978 4.14 -1.76 1.8 -0.606 -- -- 0.0359 10.3 1012 12899 -- --
635.33 1.17 4.14 -1.52 -- -0.721 -- -1.07 0.133 -- 1012 8989 -- --
456.81 1 4.1 -1.47 1.79 -- -1.16 -- 0.246 10.1 -- -- -- --
462.18 1.01 4.1 -1.51 1.79 -- -- -- 0.243 10.1 -- -- -- --
636.82 1.18 4.2 -1.79 -- -0.619 -- -- 0.0241 -- 1012 12800 -- --
517.42 1.06 4.08 -- 1.81 -0.298 -- -- 0.316 10.2 1011 12589 -- --
656.83 1.2 4.15 -1.54 -- -- -- -- 0.24 -- -- -- -- --
522.42 1.07 4.06 -- 1.8 -- -- -- 0.411 10.2 -- -- -- --
713.99 1.24 4.13 -- -- -0.388 -- -- 0.308 -- 1011 15798 -- --
719.06 1.25 4.11 -- -- -- -- -- 0.411 -- -- -- -- --

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
1 420.99 humidity 90 43200 < th dose independent rect. 3 4
2 421.26 humidity 90 43200 < th dose independent rect. 4 2
3 421.49 humidity 80 43200 > th dose dependent rect. 3 6
10 422.98 wind 1 14400 < th dose independent rect. 6 13
14 423.31 wind 1 14400 > th dose independent rect. 6 13
15 423.33 humidity 80 43200 > th dose dependent rect. 4 4
19 423.68 wind 1 14400 < th dose independent rect. 6 11
27 424.02 humidity 90 43200 > th dose independent rect. 4 2
28 424.18 humidity 80 43200 > th dose dependent sin 6 NA
99 425.70 wind 1 14400 < th dose dependent rect. 6 13
135 426.26 wind 1 14400 < th dose independent rect. 6 21
154 426.48 wind 1 14400 > th dose independent rect. 6 21
207 426.99 wind 1 14400 < th dose independent sin 23 NA
216 427.08 wind 1 14400 > th dose independent sin 23 NA
217 427.09 wind 7 43200 < th dose independent rect. 23 2
221 427.12 temperature 25 14400 > th dose dependent rect. 23 1
239 427.25 wind 1 14400 < th dose dependent rect. 7 7
244 427.31 radiation 40 14400 > th dose dependent rect. 14 19
259 427.39 humidity 90 43200 < th dose independent rect. 1 14
296 427.61 radiation 40 14400 > th dose dependent rect. 8 1
304 427.69 wind 7 43200 > th dose independent rect. 23 2
339 427.87 wind 1 14400 > th dose independent rect. 11 6
347 427.91 humidity 80 43200 > th dose dependent no NA NA
352 427.95 humidity 90 43200 < th dose independent sin 7 NA
405 428.20 wind 1 14400 < th dose dependent rect. 7 5
428 428.34 temperature 30 43200 < th dose independent rect. 17 1
434 428.40 wind 1 14400 < th dose independent rect. 11 6
437 428.41 temperature 30 43200 > th dose independent rect. 17 1
444 428.43 temperature 30 43200 < th dose independent rect. 17 14
450 428.45 temperature 30 43200 < th dose independent rect. 17 3
475 428.53 temperature 15 43200 > th dose independent rect. 5 1
496 428.58 humidity 90 43200 > th dose dependent rect. 10 1
542 428.84 temperature 25 43200 > th dose dependent rect. 2 1
543 428.87 temperature 30 43200 > th dose dependent rect. 16 1
575 429.02 humidity 90 43200 > th dose independent rect. 1 14
594 429.04 temperature 25 43200 > th dose dependent rect. 20 8
596 429.05 radiation 40 14400 > th dose dependent rect. 14 2
600 429.05 temperature 25 43200 > th dose dependent rect. 22 6
648 429.10 wind 1 14400 < th dose dependent rect. 6 21
654 429.13 wind 1 14400 > th dose independent rect. 14 3
710 429.24 temperature 30 43200 > th dose independent rect. 11 1
711 429.24 temperature 30 43200 < th dose independent rect. 11 1
791 429.41 humidity 90 14400 > th dose independent rect. 1 1
828 429.46 temperature 15 43200 < th dose independent rect. 4 1
848 429.50 temperature 30 43200 > th dose dependent sin 13 NA
886 429.60 radiation 1 43200 < th dose independent rect. 6 2
907 429.65 radiation 1 43200 > th dose independent rect. 6 2
937 429.68 humidity 80 43200 > th dose dependent rect. 20 4
938 429.68 temperature 25 43200 > th dose dependent rect. 1 7
965 429.73 temperature 30 43200 > th dose independent rect. 16 21
966 429.73 temperature 30 43200 < th dose independent rect. 16 21