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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.

Os01g0945600

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

Description : Amino acid/polyamine transporter I family protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 5.81 (0.0507) R2 : 0.662
β1 : 5.55 (0.191) R2dD : 0.706 R2D : 0.414
β2 : -- (--) R2dC : -- R2C : --
β3 : -2.83 (0.193) R2dE : 0.186 R2E : -0.0746
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 1.24 (0.112) R2dN8 : 0.133 R2N8 : -0.0705
σ : 0.936
deviance : 404.15
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_____
C
peak time of C : --
E
wheather : temperature
threshold : 19.08
memory length : 751
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
400.47 0.94 5.84 5.16 1.15 -3.3 0.541 -2.12 1.14 13.3 16.56 242 -- --
402.24 0.934 5.79 5.51 1.16 -3.18 0.355 -- 1.24 13.3 18.05 242 -- --
400.65 0.932 5.82 5.32 1.13 -3.15 -- -1.1 1.21 13.4 17.9 264 -- --
401.87 0.934 5.8 5.51 1.1 -3.11 -- -- 1.24 13.5 18.01 279 -- --
403.43 0.935 5.83 5.41 -- -2.85 -- -0.719 1.2 -- 18.79 745 -- --
544.26 1.09 5.9 4.73 0.914 -- 0.956 -- 0.716 8.95 -- -- -- --
547.26 1.1 5.9 4.76 0.908 -- -- -- 0.717 9.15 -- -- -- --
404.15 0.936 5.81 5.55 -- -2.83 -- -- 1.24 -- 19.08 751 -- --
1117.07 1.56 6.02 -- 0.74 -1.13 -- -- 0.173 10.2 27.86 455 -- --
594.94 1.14 5.93 4.76 -- -- -- -- 0.722 -- -- -- -- --
1145.08 1.58 6.02 -- 0.915 -- -- -- 0.187 8.76 -- -- -- --
1134.86 1.57 6.06 -- -- -1.48 -- -- 0.143 -- 27.42 696 -- --
1192.6 1.61 6.05 -- -- -- -- -- 0.194 -- -- -- -- --

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
1 389.68 temperature 15 90 > th dose dependent rect. 7 23
2 391.27 temperature 10 720 > th dose dependent rect. 21 22
3 391.89 temperature 10 720 > th dose dependent rect. 7 20
10 393.75 temperature 20 720 > th dose dependent rect. 21 22
40 397.80 temperature 10 720 > th dose dependent rect. 6 13
50 398.46 humidity 50 14400 < th dose dependent rect. 16 2
69 398.62 temperature 20 270 > th dose dependent rect. 12 23
95 399.78 radiation 10 4320 > th dose dependent rect. 16 15
100 399.93 humidity 50 14400 > th dose independent rect. 17 16
104 400.17 temperature 10 720 > th dose dependent rect. 14 21
106 400.24 wind 9 43200 > th dose dependent rect. 20 10
125 401.00 wind 9 43200 > th dose independent rect. 20 10
126 401.07 temperature 15 270 > th dose dependent no NA NA
144 401.58 temperature 20 1440 > th dose dependent rect. 7 1
147 401.66 wind 9 43200 < th dose independent rect. 20 10
150 401.91 humidity 50 14400 > th dose independent rect. 17 7
161 402.12 temperature 20 1440 > th dose dependent rect. 6 3
171 402.26 temperature 30 720 < th dose dependent rect. 4 19
227 403.14 temperature 30 270 < th dose dependent rect. 9 23
230 403.17 temperature 30 1440 < th dose dependent rect. 6 3
250 403.55 temperature 30 1440 < th dose dependent rect. 7 1
285 403.93 temperature 20 1440 > th dose dependent rect. 23 14
296 404.00 radiation 10 14400 > th dose dependent rect. 17 1
336 404.34 temperature 20 1440 > th dose dependent sin 6 NA
434 405.13 temperature 10 1440 > th dose dependent rect. 23 14
597 405.80 temperature 30 1440 < th dose dependent rect. 17 18
633 405.91 humidity 50 14400 < th dose independent rect. 16 17
802 406.50 temperature 15 1440 > th dose dependent rect. 16 10
815 406.55 humidity 50 14400 < th dose independent rect. 16 1
906 406.89 radiation 10 4320 < th dose independent rect. 16 15
925 406.97 temperature 30 4320 < th dose dependent rect. 21 1
982 407.20 temperature 10 4320 > th dose dependent rect. 21 1