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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.

Os02g0494600

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 : 7.1 (0.043) R2 : 0.251
β1 : -- (--) R2dD : -- R2D : --
β2 : -- (--) R2dC : -- R2C : --
β3 : 1.56 (0.208) R2dE : 0.1 R2E : -0.0515
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -1.07 (0.0932) R2dN8 : 0.302 R2N8 : 0.15
σ : 0.801
deviance : 295.52
__
_____
C
peak time of C : --
E
wheather : humidity
threshold : 69.89
memory length : 6205
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
284.48 0.792 7.1 0.211 0.319 1.41 0.35 1.88 -1.02 15 69.95 6206 -- --
289.53 0.792 7.1 0.153 0.299 1.47 0.376 -- -1.06 15.1 69.8 6205 -- --
284.85 0.786 7.1 0.221 0.321 1.4 -- 1.93 -1.01 14.7 69.86 6212 -- --
290.08 0.793 7.1 0.124 0.3 1.51 -- -- -1.05 14.7 69.51 6205 -- --
290.7 0.794 7.1 0.205 -- 1.48 -- 1.77 -1.03 -- 69.98 6212 -- --
322.43 0.842 7.06 0.0405 0.406 -- 0.374 -- -0.867 15.8 -- -- -- --
322.82 0.841 7.06 0.0462 0.407 -- -- -- -0.865 15.6 -- -- -- --
295.13 0.8 7.1 0.117 -- 1.57 -- -- -1.06 -- 69.52 6205 -- --
290.52 0.794 7.1 -- 0.296 1.49 -- -- -1.06 14.7 69.65 6205 -- --
332.05 0.851 7.06 0.0291 -- -- -- -- -0.876 -- -- -- -- --
322.87 0.841 7.06 -- 0.406 -- -- -- -0.87 15.6 -- -- -- --
295.52 0.801 7.1 -- -- 1.56 -- -- -1.07 -- 69.89 6205 -- --
332.08 0.851 7.06 -- -- -- -- -- -0.879 -- -- -- -- --

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
1 275.93 humidity 60.0 14400 < th dose independent rect. 11 2
4 276.63 humidity 60.0 14400 > th dose independent rect. 11 2
5 277.00 humidity 70.0 14400 < th dose dependent rect. 11 2
12 277.48 precipitation 0.1 14400 < th dose independent rect. 15 1
13 277.48 precipitation 0.1 14400 < th dose dependent rect. 15 1
14 277.55 precipitation 0.1 14400 > th dose independent rect. 15 1
15 277.55 precipitation 0.1 14400 > th dose dependent rect. 15 1
19 277.78 humidity 60.0 14400 > th dose independent rect. 11 6
54 278.13 humidity 60.0 14400 > th dose independent rect. 8 8
60 278.20 humidity 60.0 14400 > th dose independent rect. 19 21
64 278.22 humidity 60.0 14400 > th dose independent rect. 5 11
66 278.22 humidity 60.0 14400 > th dose independent rect. 23 17
148 278.56 wind 1.0 14400 > th dose independent rect. 2 6
150 278.60 humidity 60.0 14400 > th dose independent rect. 11 22
153 278.65 humidity 60.0 14400 > th dose independent sin 1 NA
157 278.66 humidity 80.0 14400 < th dose dependent rect. 8 5
160 278.71 humidity 60.0 14400 > th dose independent rect. 11 9
162 278.72 humidity 60.0 14400 > th dose independent rect. 11 14
166 278.73 humidity 60.0 14400 > th dose independent rect. 11 19
182 278.80 humidity 60.0 14400 < th dose independent rect. 11 22
186 278.84 humidity 60.0 14400 < th dose independent rect. 11 9
205 278.93 humidity 60.0 14400 < th dose independent sin 1 NA
304 279.22 humidity 60.0 14400 > th dose independent rect. 8 16
311 279.23 humidity 60.0 14400 > th dose independent rect. 8 21
374 279.31 humidity 60.0 14400 > th dose independent no NA NA
420 279.33 humidity 60.0 14400 > th dose independent rect. 15 23
477 279.49 humidity 70.0 14400 < th dose dependent sin 2 NA
527 279.60 wind 1.0 14400 < th dose independent rect. 2 6
560 279.67 humidity 60.0 14400 < th dose independent no NA NA
649 279.81 humidity 70.0 14400 < th dose dependent rect. 16 23
655 279.83 humidity 70.0 14400 < th dose dependent rect. 10 23
667 279.93 humidity 90.0 14400 > th dose dependent rect. 9 1
762 280.04 humidity 70.0 14400 < th dose dependent no NA NA
832 280.10 wind 9.0 30 < th dose independent rect. 23 23
905 280.46 humidity 70.0 14400 > th dose independent sin 9 NA
946 280.60 humidity 70.0 14400 < th dose independent sin 9 NA