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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.

Os01g0814200

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

Description : Similar to Type I inositol-1,4,5-trisphosphate 5-phosphatase CVP2 (EC 3.1.3.56) (Cotyledon vascular pattern 2 protein).


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 4.43 (0.0265) R2 : 0.465
β1 : -0.99 (0.0969) R2dD : 0.127 R2D : 0.0855
β2 : 1.08 (0.0632) R2dC : 0.342 R2C : 0.327
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.255 (0.0565) R2dN8 : 0.0321 R2N8 : 0.00113
σ : 0.498
deviance : 112.88
__
_____
C
peak time of C : 22.9
E
wheather : --
threshold : --
memory length : --
response mode : --
dose dependency : --
G
type of G : --
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
93.36 0.454 4.42 -0.95 1.05 -0.486 -0.989 -0.949 -0.298 22.9 28.2 1570 -- --
94 0.452 4.46 -1.18 1.03 -0.623 -0.978 -- -0.377 23 28.5 1675 -- --
97.36 0.46 4.42 -0.929 1.06 -0.509 -- -0.889 -0.289 22.9 27.9 1593 -- --
97.82 0.461 4.46 -1.18 1.04 -0.6 -- -- -0.363 23.1 28.4 1659 -- --
142.29 0.556 4.39 -1.1 -- -0.96 -- 0.142 -0.358 -- 26.69 896 -- --
109.16 0.49 4.43 -1.03 1.07 -- -0.943 -- -0.258 22.8 -- -- -- --
112.88 0.498 4.43 -0.99 1.08 -- -- -- -0.255 22.9 -- -- -- --
137.92 0.547 4.47 -1.29 -- -1.13 -- -- -0.527 -- 26.47 890 -- --
132.72 0.537 4.42 -- 1.03 -0.398 -- -- -0.214 22.9 28.7 1657 -- --
184.63 0.635 4.4 -0.968 -- -- -- -- -0.248 -- -- -- -- --
138.74 0.551 4.4 -- 1.07 -- -- -- -0.145 22.8 -- -- -- --
179.09 0.623 4.44 -- -- -0.823 -- -- -0.414 -- 25.41 808 -- --
209.34 0.675 4.38 -- -- -- -- -- -0.141 -- -- -- -- --

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 91.29 wind 9 43200 > th dose dependent rect. 19 13
2 91.32 wind 9 43200 < th dose independent rect. 18 15
4 91.47 wind 9 43200 > th dose independent rect. 18 15
21 92.35 radiation 20 4320 < th dose independent rect. 15 8
23 92.37 radiation 20 4320 < th dose independent rect. 15 6
25 92.38 radiation 20 4320 < th dose independent rect. 15 4
29 92.38 radiation 20 4320 < th dose independent rect. 15 14
41 92.55 radiation 1 1440 > th dose dependent rect. 16 14
43 92.62 radiation 40 1440 < th dose dependent rect. 16 14
46 92.76 radiation 40 1440 < th dose dependent rect. 16 7
53 92.83 wind 7 43200 > th dose independent rect. 6 1
54 92.83 wind 7 43200 < th dose independent rect. 6 1
55 92.83 temperature 30 1440 < th dose dependent rect. 16 3
57 92.85 radiation 1 1440 > th dose dependent rect. 16 3
70 92.86 wind 9 43200 > th dose dependent sin 11 NA
72 92.87 radiation 40 1440 < th dose dependent rect. 16 3
78 92.89 temperature 20 1440 > th dose dependent rect. 6 14
81 92.91 radiation 30 1440 < th dose dependent rect. 16 10
98 92.96 radiation 1 1440 > th dose dependent rect. 16 1
109 92.98 temperature 20 1440 > th dose dependent rect. 15 4
115 93.00 temperature 10 1440 > th dose dependent rect. 16 3
138 93.04 temperature 20 1440 > th dose dependent sin 23 NA
153 93.08 temperature 10 1440 > th dose dependent rect. 9 11
339 93.31 temperature 30 1440 < th dose dependent rect. 8 13
436 93.42 temperature 30 720 < th dose dependent rect. 3 18
471 93.48 temperature 20 1440 > th dose dependent rect. 6 5
491 93.50 wind 9 43200 > th dose independent sin 10 NA
522 93.52 radiation 10 1440 < th dose dependent sin 13 NA
563 93.56 radiation 10 1440 < th dose independent sin 14 NA
610 93.61 temperature 30 1440 < th dose dependent sin 22 NA
616 93.62 temperature 20 1440 > th dose dependent no NA NA
642 93.64 temperature 20 1440 > th dose dependent rect. 13 23
716 93.70 temperature 20 1440 > th dose dependent rect. 17 23
917 93.86 temperature 20 1440 > th dose dependent rect. 10 1