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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.

Os07g0195400

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

Description : Phosphoglucomutase/phosphomannomutase family protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 8.68 (0.0189) R2 : 0.00157
β1 : -- (--) R2dD : -- R2D : --
β2 : -- (--) R2dC : -- R2C : --
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.0337 (0.0398) R2dN8 : 0.00203 R2N8 : 0.00157
σ : 0.356
deviance : 58.21
__
_____
C
peak time of C : --
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 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
34.91 0.278 8.72 0.12 0.251 -0.637 -0.00826 1.25 -0.0835 2.91 23.24 1085 -- --
36.86 0.283 8.7 0.33 0.246 -0.726 -0.123 -- -0.0466 3.74 22.96 984 -- --
34.91 0.275 8.72 0.125 0.252 -0.642 -- 1.24 -0.0804 2.92 23.1 1077 -- --
36.49 0.281 8.7 0.276 0.248 -0.925 -- -- -0.0429 2.77 22.24 1147 -- --
38.42 0.289 8.72 0.125 -- -0.733 -- 1.15 -0.087 -- 23.18 1048 -- --
45.04 0.315 8.67 0.517 0.303 -- -0.245 -- 0.0842 2.54 -- -- -- --
45.26 0.315 8.67 0.523 0.302 -- -- -- 0.0857 2.47 -- -- -- --
39.81 0.294 8.7 0.267 -- -0.983 -- -- -0.0492 -- 22.4 1064 -- --
37.71 0.286 8.71 -- 0.259 -0.987 -- -- -0.0866 2.49 20.61 2609 -- --
50.63 0.332 8.67 0.536 -- -- -- -- 0.0932 -- -- -- -- --
52.47 0.339 8.68 -- 0.312 -- -- -- 0.0274 2.49 -- -- -- --
41.4 0.3 8.71 -- -- -1.16 -- -- -0.0825 -- 22.03 1080 -- --
58.21 0.356 8.68 -- -- -- -- -- 0.0337 -- -- -- -- --

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 34.26 temperature 20 720 < th dose dependent rect. 12 17
2 34.35 temperature 15 4320 < th dose dependent rect. 1 4
15 34.54 temperature 20 720 > th dose independent rect. 12 19
30 34.68 temperature 15 4320 < th dose dependent rect. 2 1
37 34.74 temperature 20 720 < th dose dependent sin 16 NA
78 35.10 temperature 15 4320 < th dose dependent sin 4 NA
95 35.17 temperature 25 1440 < th dose dependent rect. 19 1
107 35.22 temperature 10 720 > th dose dependent rect. 12 19
126 35.30 temperature 25 1440 < th dose dependent rect. 18 4
165 35.42 radiation 1 1440 < th dose independent rect. 12 2
167 35.42 radiation 1 1440 < th dose dependent rect. 12 2
173 35.43 temperature 20 720 < th dose independent rect. 12 19
198 35.47 temperature 25 720 < th dose dependent rect. 3 21
200 35.48 radiation 1 1440 > th dose independent rect. 10 4
277 35.62 temperature 10 720 > th dose dependent rect. 18 21
288 35.64 temperature 25 1440 < th dose dependent rect. 21 1
312 35.66 temperature 25 720 < th dose dependent rect. 6 21
352 35.73 radiation 1 1440 > th dose independent rect. 12 2
464 35.87 temperature 25 720 < th dose dependent no NA NA
517 35.93 temperature 25 1440 < th dose dependent rect. 17 22
520 35.94 temperature 20 720 > th dose independent rect. 3 21
555 35.97 temperature 15 1440 > th dose independent rect. 19 6
570 35.97 temperature 25 720 < th dose dependent rect. 21 23
603 36.00 temperature 10 1440 > th dose dependent rect. 19 1
659 36.04 temperature 15 1440 < th dose independent rect. 3 21
680 36.05 temperature 10 1440 > th dose dependent rect. 17 13
687 36.06 temperature 15 4320 < th dose dependent rect. 4 1
743 36.10 temperature 15 4320 < th dose dependent rect. 4 6
769 36.12 temperature 20 1440 < th dose independent rect. 12 1
770 36.12 temperature 15 1440 > th dose independent rect. 21 3
783 36.13 temperature 15 1440 < th dose independent sin 1 NA
784 36.13 temperature 15 1440 < th dose independent rect. 4 10
789 36.13 temperature 15 1440 < th dose independent rect. 3 16
790 36.13 temperature 20 720 > th dose independent rect. 18 23
801 36.13 temperature 15 1440 < th dose dependent rect. 4 11
816 36.14 temperature 10 1440 > th dose dependent rect. 18 6
909 36.18 temperature 10 720 > th dose dependent rect. 12 23