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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.

Os01g0670200

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 : 4.95 (0.0346) R2 : 0.418
β1 : -- (--) R2dD : -- R2D : --
β2 : 1.49 (0.0871) R2dC : 0.377 R2C : 0.366
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.411 (0.0727) R2dN8 : 0.0527 R2N8 : 0.041
σ : 0.652
deviance : 193.98
__
_____
C
peak time of C : 20.5
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
170.27 0.613 4.84 1.18 1.5 -0.0733 1.34 -3.43 -0.154 20.5 24.6 1766 -- --
184.63 0.638 4.96 0.184 1.53 -0.158 1.48 -- -0.438 20.6 22.35 23342 -- --
175.7 0.617 4.85 1.16 1.5 -0.0697 -- -3.39 -0.157 20.5 24.6 1898 -- --
186.44 0.636 4.97 -0.0469 1.56 -0.347 -- -- -0.486 20.5 33.4 39200 -- --
295.21 0.8 4.82 1.25 -- -0.392 -- -3.87 -0.247 -- 24.5 2156 -- --
186.09 0.64 4.94 0.233 1.5 -- 1.49 -- -0.39 20.4 -- -- -- --
193.08 0.651 4.94 0.185 1.49 -- -- -- -0.39 20.5 -- -- -- --
309.3 0.819 4.93 -0.115 -- -0.442 -- -- -0.513 -- 33.7 39431 -- --
186.2 0.636 4.97 -- 1.49 -0.373 -- -- -0.51 20.5 33.3 39242 -- --
318.19 0.834 4.91 0.179 -- -- -- -- -0.405 -- -- -- -- --
193.98 0.652 4.95 -- 1.49 -- -- -- -0.411 20.5 -- -- -- --
309.95 0.82 4.93 -- -- -0.412 -- -- -0.53 -- 33.4 39455 -- --
319.04 0.834 4.91 -- -- -- -- -- -0.425 -- -- -- -- --

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
1 167.06 temperature 15.0 270 > th dose dependent rect. 18 9
2 167.67 temperature 20.0 90 > th dose independent rect. 21 7
4 168.45 humidity 50.0 14400 > th dose independent rect. 13 1
6 168.57 temperature 20.0 270 > th dose independent rect. 18 9
8 168.67 temperature 25.0 270 < th dose dependent rect. 23 20
12 168.79 temperature 20.0 90 > th dose dependent rect. 21 7
13 168.86 humidity 50.0 14400 < th dose independent rect. 13 1
18 168.99 temperature 20.0 270 > th dose independent rect. 21 5
23 169.09 temperature 20.0 30 > th dose independent rect. 4 14
25 169.13 precipitation 0.1 720 > th dose independent rect. 20 6
26 169.13 precipitation 0.1 720 > th dose dependent rect. 20 6
33 169.28 temperature 20.0 10 > th dose dependent rect. 4 18
41 169.40 humidity 50.0 14400 > th dose independent rect. 7 7
52 169.43 humidity 50.0 14400 > th dose independent rect. 20 18
58 169.45 humidity 50.0 14400 < th dose independent rect. 9 5
94 169.51 temperature 20.0 10 > th dose dependent rect. 4 14
153 170.01 humidity 50.0 14400 > th dose independent sin 6 NA
154 170.03 temperature 20.0 270 > th dose dependent rect. 2 7
166 170.07 temperature 20.0 270 > th dose independent rect. 3 7
184 170.08 humidity 50.0 14400 < th dose independent sin 7 NA
216 170.15 humidity 60.0 14400 < th dose dependent rect. 12 1
221 170.16 temperature 25.0 270 < th dose dependent sin 5 NA
226 170.18 temperature 20.0 10 > th dose dependent rect. 15 21
234 170.23 temperature 20.0 1440 > th dose dependent rect. 4 1
241 170.27 temperature 20.0 10 > th dose dependent rect. 2 20
247 170.34 temperature 20.0 10 > th dose dependent sin 5 NA
269 170.42 temperature 20.0 90 < th dose independent sin 2 NA
278 170.45 temperature 25.0 270 < th dose dependent rect. 9 21
292 170.56 temperature 30.0 270 < th dose dependent rect. 17 13
293 170.58 temperature 20.0 90 > th dose independent rect. 4 17
353 170.89 temperature 20.0 1440 < th dose independent rect. 4 1
354 170.90 temperature 20.0 30 > th dose independent sin 2 NA
358 170.91 temperature 20.0 1440 > th dose independent rect. 4 1
369 170.94 humidity 90.0 10 < th dose independent rect. 3 15
373 170.95 humidity 50.0 30 > th dose dependent rect. 7 23
386 171.02 temperature 25.0 270 < th dose dependent no NA NA
390 171.03 temperature 25.0 1440 < th dose independent rect. 14 8
392 171.03 temperature 25.0 1440 < th dose independent rect. 13 17
462 171.20 temperature 25.0 270 < th dose dependent rect. 15 23
479 171.24 temperature 25.0 270 < th dose dependent rect. 13 23
494 171.31 temperature 25.0 1440 < th dose independent sin 16 NA
496 171.31 humidity 60.0 14400 < th dose dependent rect. 8 6
506 171.35 temperature 20.0 90 < th dose independent rect. 5 10
509 171.35 temperature 25.0 270 < th dose dependent rect. 18 23
541 171.42 humidity 50.0 14400 > th dose independent rect. 7 14
593 171.43 temperature 25.0 90 < th dose dependent rect. 3 23
595 171.44 humidity 50.0 14400 > th dose independent no NA NA
665 171.48 humidity 50.0 14400 > th dose independent rect. 10 23
768 171.61 temperature 30.0 10 < th dose dependent rect. 24 15
772 171.62 humidity 60.0 14400 < th dose dependent sin 7 NA
790 171.65 humidity 50.0 14400 < th dose independent no NA NA
893 171.65 humidity 50.0 14400 < th dose independent rect. 10 23
994 171.71 temperature 20.0 270 < th dose independent rect. 3 12