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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.

Os11g0609900

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

Description : Hypothetical protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 4.82 (0.0375) R2 : 0.722
β1 : -1.32 (0.141) R2dD : 0.0598 R2D : -0.251
β2 : 0.817 (0.0983) R2dC : 0.0468 R2C : -0.058
β3 : 3.62 (0.189) R2dE : 0.28 R2E : -0.0949
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -2.42 (0.0834) R2dN8 : 0.763 R2N8 : 0.324
σ : 0.694
deviance : 222.17
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_____
C
peak time of C : 20.3
E
wheather : temperature
threshold : 8.122
memory length : 290
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 = temperature, 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
220 0.697 4.86 -1.59 0.829 3.66 0.0646 -1.77 -2.5 20.3 9.813 287 -- --
222.16 0.694 4.82 -1.32 0.823 3.62 -0.0689 -- -2.42 20.3 8.244 287 -- --
220.02 0.691 4.85 -1.59 0.829 3.66 -- -1.75 -2.49 20.3 9.719 287 -- --
222.17 0.694 4.82 -1.32 0.817 3.62 -- -- -2.42 20.3 8.122 290 -- --
242.31 0.725 4.85 -1.74 -- 4.22 -- -1.68 -2.6 -- 6.294 407 -- --
360.75 0.89 4.72 -0.538 1.67 -- 0.395 -- -1.91 18.4 -- -- -- --
361.14 0.89 4.72 -0.543 1.68 -- -- -- -1.91 18.4 -- -- -- --
244.28 0.728 4.82 -1.47 -- 4.17 -- -- -2.52 -- 6.474 409 -- --
263.74 0.756 4.78 -- 0.992 3.01 -- -- -2.2 19.8 13.86 257 -- --
507.02 1.05 4.69 -0.586 -- -- -- -- -1.94 -- -- -- -- --
368.9 0.898 4.71 -- 1.68 -- -- -- -1.84 18.4 -- -- -- --
288.77 0.791 4.77 -- -- 2.87 -- -- -2.29 -- 20.73 409 -- --
516.09 1.06 4.67 -- -- -- -- -- -1.88 -- -- -- -- --

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
1 217.63 temperature 20 720 > th dose dependent rect. 15 18
3 220.17 temperature 10 270 > th dose dependent no NA NA
8 221.45 temperature 20 270 > th dose dependent rect. 13 23
13 222.90 temperature 20 720 > th dose dependent sin 11 NA
14 222.90 temperature 20 270 > th dose dependent rect. 15 23
19 223.59 temperature 15 270 > th dose dependent rect. 23 23
22 223.74 temperature 15 270 > th dose dependent rect. 21 23
24 224.23 temperature 15 270 > th dose dependent rect. 2 23
27 224.44 temperature 30 30 < th dose dependent rect. 7 23
37 225.17 temperature 15 270 > th dose dependent rect. 8 23
65 227.13 temperature 15 270 > th dose dependent rect. 4 23
66 227.16 temperature 20 270 > th dose dependent rect. 17 23
79 227.76 temperature 15 270 > th dose dependent rect. 6 23
153 230.16 temperature 30 30 < th dose dependent rect. 3 23
164 230.31 temperature 30 270 < th dose dependent rect. 14 23
204 231.34 temperature 30 270 < th dose dependent rect. 20 23
206 231.36 temperature 30 270 < th dose dependent rect. 7 23
222 231.75 temperature 30 270 < th dose dependent no NA NA
236 232.12 temperature 30 270 < th dose dependent rect. 22 23
255 232.51 temperature 20 720 > th dose dependent rect. 19 19
268 232.76 temperature 30 30 < th dose dependent rect. 9 23
359 234.47 temperature 25 1440 > th dose independent rect. 15 11
374 234.80 temperature 30 30 < th dose dependent rect. 11 23
388 235.10 temperature 25 1440 < th dose independent rect. 15 11
405 235.41 temperature 10 720 > th dose dependent sin 12 NA
411 235.47 temperature 20 1440 > th dose dependent rect. 17 1
413 235.50 temperature 20 1440 > th dose dependent rect. 4 19
429 235.64 temperature 20 1440 > th dose dependent sin 17 NA
434 235.67 temperature 30 30 < th dose dependent rect. 5 23
446 235.72 temperature 20 30 > th dose dependent rect. 17 23
452 235.76 temperature 20 1440 > th dose dependent rect. 16 6
453 235.76 temperature 20 1440 > th dose dependent rect. 9 16
463 235.79 temperature 20 1440 > th dose dependent rect. 15 8
468 235.80 temperature 20 1440 > th dose dependent rect. 11 14
600 236.45 temperature 25 1440 > th dose independent sin 16 NA
705 237.20 temperature 25 1440 < th dose independent sin 16 NA
726 237.40 radiation 1 14400 < th dose dependent rect. 18 1
734 237.45 radiation 1 14400 < th dose dependent rect. 18 4
795 237.89 temperature 25 1440 > th dose independent rect. 9 17
810 237.98 temperature 10 1440 > th dose dependent rect. 4 16
825 238.11 temperature 10 1440 > th dose dependent rect. 6 16
863 238.26 temperature 20 30 > th dose dependent rect. 6 23
867 238.30 temperature 25 1440 < th dose independent rect. 9 17
879 238.37 temperature 30 720 < th dose dependent rect. 15 16
913 238.53 radiation 1 14400 < th dose dependent rect. 18 9
924 238.59 temperature 30 720 < th dose dependent rect. 16 14
938 238.65 temperature 25 1440 < th dose independent rect. 6 20
953 238.75 radiation 1 14400 > th dose independent rect. 17 2
964 238.75 temperature 10 1440 > th dose dependent sin 23 NA
974 238.79 temperature 25 1440 > th dose independent rect. 6 20
976 238.79 temperature 30 270 < th dose dependent rect. 3 23