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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.

Os01g0698800

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

Description : Conserved hypothetical protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 3.13 (0.0353) R2 : 0.384
β1 : -- (--) R2dD : -- R2D : --
β2 : -- (--) R2dC : -- R2C : --
β3 : 5.15 (0.31) R2dE : 0.376 R2E : 0.35
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.328 (0.0747) R2dN8 : 0.0343 R2N8 : 0.00783
σ : 0.663
deviance : 202.76
__
_____
C
peak time of C : --
E
wheather : wind
threshold : 9.6
memory length : 653
response mode : > th
dose dependency : dose dependent
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 = wind, response mode = > th, dose dependency = dose dependent, 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
199.5 0.664 3.13 -0.0554 0.252 5.34 -0.42 0.764 0.324 5.32 9.2 652 -- --
199.53 0.658 3.13 -0.0584 0.247 5.18 -0.44 -- 0.317 5.32 9.201 652 -- --
199.93 0.659 3.13 -0.0564 0.25 5.33 -- 0.883 0.324 5.35 9.2 652 -- --
199.96 0.659 3.13 -0.066 0.25 5.15 -- -- 0.326 5.32 9.2 652 -- --
203.12 0.664 3.14 -0.0488 -- 5.32 -- 1.11 0.327 -- 9.2 652 -- --
317.59 0.835 3.17 -0.49 0.175 -- -0.237 -- 0.155 1.56 -- -- -- --
317.78 0.835 3.17 -0.483 0.179 -- -- -- 0.156 2.11 -- -- -- --
202.6 0.663 3.13 -0.0781 -- 5.11 -- -- 0.323 -- 9.6 652 -- --
200.08 0.659 3.13 -- 0.251 5.19 -- -- 0.331 5.34 9.2 652 -- --
319.69 0.835 3.17 -0.475 -- -- -- -- 0.16 -- -- -- -- --
323.93 0.842 3.16 -- 0.169 -- -- -- 0.21 2.05 -- -- -- --
202.76 0.663 3.13 -- -- 5.15 -- -- 0.328 -- 9.6 653 -- --
325.65 0.842 3.16 -- -- -- -- -- 0.213 -- -- -- -- --

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
1 188.79 wind 9 270 < th dose independent sin 11 NA
2 189.32 wind 9 270 > th dose independent sin 11 NA
3 189.87 wind 9 270 > th dose dependent sin 11 NA
4 190.57 wind 9 720 > th dose dependent rect. 15 1
7 192.34 wind 9 720 > th dose dependent rect. 14 3
9 194.21 wind 9 720 > th dose dependent rect. 12 5
13 196.41 wind 9 720 > th dose dependent rect. 19 22
20 197.92 wind 9 720 > th dose dependent rect. 11 15
28 198.01 wind 9 720 > th dose dependent rect. 11 12
47 198.92 wind 9 720 > th dose independent rect. 14 3
49 199.28 wind 9 270 > th dose independent rect. 17 9
62 200.09 wind 9 720 > th dose independent rect. 12 5
67 200.38 wind 9 720 > th dose independent rect. 19 22
68 200.40 wind 9 720 > th dose dependent sin 19 NA
69 200.44 wind 9 270 > th dose dependent rect. 17 9
98 201.04 wind 9 720 > th dose dependent rect. 1 16
117 201.62 wind 9 270 > th dose independent rect. 17 6
123 201.77 wind 9 720 > th dose dependent no NA NA
139 201.77 wind 9 720 > th dose dependent rect. 1 22
155 201.79 wind 9 720 > th dose dependent rect. 14 23
200 202.58 wind 9 720 > th dose independent rect. 11 15
208 202.69 wind 9 270 > th dose dependent rect. 17 6
211 202.70 wind 9 720 > th dose independent rect. 11 12
215 202.99 wind 9 720 > th dose independent rect. 14 23
216 203.04 wind 9 720 < th dose independent no NA NA
223 203.28 wind 9 720 < th dose independent sin 20 NA
259 203.98 wind 9 720 > th dose independent no NA NA
275 203.98 wind 9 720 > th dose independent rect. 1 22
339 204.41 wind 9 720 > th dose independent sin 20 NA
352 204.65 wind 9 30 > th dose independent sin 12 NA
408 205.44 wind 9 720 > th dose independent rect. 1 16
664 214.72 wind 9 30 < th dose independent sin 12 NA
697 216.19 wind 9 30 > th dose independent rect. 17 9
968 222.37 wind 9 720 < th dose independent rect. 9 16