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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.

Os02g0248200

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

Description :


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 5.14 (0.0422) R2 : 0.757
β1 : -- (--) R2dD : -- R2D : --
β2 : 3.8 (0.103) R2dC : 0.778 R2C : 0.682
β3 : -1.83 (0.204) R2dE : 0.049 R2E : -0.0344
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.404 (0.091) R2dN8 : 0.0145 R2N8 : 0.0241
σ : 0.785
deviance : 284.04
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_____
C
peak time of C : 12.5
E
wheather : temperature
threshold : -5.573
memory length : 258
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
283.05 0.79 5.11 0.221 3.79 -1.87 -0.0148 1.19 -0.348 12.5 1 4 -- --
284.08 0.785 5.14 -0.000581 3.83 -1.89 0.25 -- -0.397 12.5 -5.702 252 -- --
283.07 0.784 5.12 0.209 3.8 -1.87 -- 1.1 -0.358 12.5 -7.136 263 -- --
284.01 0.785 5.14 0.0385 3.8 -1.85 -- -- -0.397 12.5 -5.412 258 -- --
900.49 1.4 5.1 0.766 -- -3.77 -- 1.06 -0.0548 -- 5.631 899 -- --
320 0.839 5.19 -0.359 3.58 -- -0.00771 -- -0.66 12 -- -- -- --
320 0.838 5.19 -0.359 3.58 -- -- -- -0.66 12 -- -- -- --
900.67 1.4 5.13 0.538 -- -3.56 -- -- -0.109 -- 15.8 900 -- --
284.04 0.785 5.14 -- 3.8 -1.83 -- -- -0.404 12.5 -5.573 258 -- --
1127.53 1.57 5.26 -0.47 -- -- -- -- -0.71 -- -- -- -- --
323.4 0.841 5.18 -- 3.59 -- -- -- -0.62 12 -- -- -- --
907.65 1.4 5.15 -- -- -3.31 -- -- -0.197 -- 16.14 898 -- --
1133.35 1.57 5.25 -- -- -- -- -- -0.658 -- -- -- -- --

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
1 270.22 humidity 70 30 > th dose dependent rect. 18 2
2 271.21 temperature 30 90 < th dose dependent rect. 18 1
5 273.21 temperature 10 90 > th dose dependent rect. 20 23
6 273.26 temperature 25 90 < th dose independent rect. 19 2
19 275.68 temperature 10 270 > th dose dependent rect. 6 23
25 276.86 humidity 70 90 > th dose independent rect. 18 2
37 277.96 temperature 30 90 < th dose dependent rect. 18 21
44 278.24 temperature 30 90 < th dose dependent rect. 18 19
53 278.81 temperature 15 90 > th dose dependent rect. 2 16
56 279.09 temperature 10 720 > th dose dependent rect. 23 19
64 279.43 humidity 50 14400 > th dose independent rect. 19 2
65 279.46 temperature 10 720 > th dose dependent rect. 1 17
88 280.36 temperature 30 30 < th dose dependent rect. 5 22
109 281.00 temperature 15 90 > th dose dependent rect. 1 23
113 281.15 temperature 30 270 < th dose dependent rect. 15 22
117 281.17 radiation 1 720 < th dose dependent rect. 4 22
122 281.37 radiation 1 720 < th dose dependent rect. 14 21
127 281.46 temperature 10 720 > th dose dependent rect. 6 12
140 281.76 radiation 1 720 < th dose dependent rect. 4 16
145 281.89 temperature 30 90 < th dose dependent rect. 5 15
147 281.90 temperature 25 1440 < th dose dependent rect. 11 18
165 282.07 temperature 25 1440 < th dose dependent rect. 13 8
200 282.42 temperature 25 1440 < th dose dependent sin 17 NA
211 282.47 temperature 30 270 < th dose dependent rect. 21 23
269 282.89 temperature 10 90 > th dose dependent rect. 8 10
284 283.05 temperature 10 270 > th dose dependent no NA NA
289 283.11 temperature 30 270 < th dose dependent rect. 24 23
331 283.39 radiation 1 720 < th dose dependent rect. 21 23
351 283.58 temperature 30 90 < th dose dependent rect. 5 18
356 283.60 temperature 30 270 < th dose dependent rect. 3 20
359 283.66 temperature 20 4320 < th dose dependent rect. 1 1
361 283.66 temperature 10 720 > th dose dependent rect. 12 23
365 283.72 atmosphere 1000 30 > th dose dependent rect. 19 1
390 283.86 radiation 1 720 > th dose independent rect. 6 13
412 283.94 temperature 25 1440 < th dose dependent rect. 1 20
422 283.96 radiation 1 720 < th dose dependent rect. 17 23
443 284.03 temperature 10 720 > th dose dependent rect. 1 23
477 284.16 temperature 15 720 > th dose dependent rect. 14 23
479 284.17 temperature 10 720 > th dose dependent rect. 6 18
484 284.18 radiation 1 720 < th dose dependent no NA NA
533 284.30 radiation 1 720 < th dose dependent rect. 8 23
544 284.34 temperature 25 1440 < th dose dependent no NA NA
561 284.39 radiation 1 720 < th dose dependent rect. 5 18
562 284.40 temperature 20 4320 < th dose dependent rect. 18 9
566 284.40 temperature 30 720 < th dose dependent rect. 18 23
581 284.48 temperature 20 4320 < th dose dependent rect. 20 7
584 284.48 temperature 25 1440 < th dose dependent rect. 4 23
586 284.49 radiation 1 720 < th dose independent rect. 4 22
612 284.54 temperature 15 720 > th dose dependent rect. 9 23
723 284.85 radiation 1 720 < th dose independent rect. 4 16
848 285.14 temperature 10 720 > th dose dependent rect. 6 16
874 285.20 radiation 1 720 < th dose dependent sin 13 NA
880 285.22 radiation 20 4320 < th dose dependent rect. 19 10
943 285.39 radiation 1 720 < th dose independent rect. 14 21
954 285.41 radiation 10 4320 < th dose independent rect. 19 10
958 285.41 temperature 10 720 > th dose dependent rect. 14 18
962 285.42 atmosphere 1005 90 > th dose independent rect. 19 1