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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.

Os02g0701300

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

Description : Similar to Transcription activator GRF2 (Fragment).


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 5.01 (0.0317) R2 : 0.409
β1 : -- (--) R2dD : -- R2D : --
β2 : -- (--) R2dC : -- R2C : --
β3 : 2.14 (0.127) R2dE : 0.404 R2E : 0.409
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.0238 (0.0695) R2dN8 : 0.000206 R2N8 : 0.00529
σ : 0.589
deviance : 160.07
__
_____
C
peak time of C : --
E
wheather : temperature
threshold : 29.51
memory length : 23
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
141.61 0.559 5.04 -0.622 0.141 2 -1.94 0.38 -0.125 18.5 29.8 10 -- --
141.7 0.554 5.03 -0.564 0.109 1.99 -2.04 -- -0.117 18.1 29.87 8 -- --
144.07 0.559 5.08 -0.718 0.439 1.66 -- 0.744 -0.205 23.5 29.23 63 -- --
144.69 0.56 5.06 -0.619 0.456 1.63 -- -- -0.183 23.4 29.41 64 -- --
152.32 0.578 5.04 -0.649 -- 1.97 -- 0.618 -0.15 -- 29.71 29 -- --
179.24 0.628 5.12 -0.993 0.913 -- 0.878 -- -0.51 1.58 -- -- -- --
181.88 0.632 5.13 -1.02 0.912 -- -- -- -0.513 1.2 -- -- -- --
152.87 0.578 5.03 -0.545 -- 1.97 -- -- -0.122 -- 29.71 29 -- --
153.57 0.577 5.03 -- 0.391 1.97 -- -- -0.0823 22.5 29.35 66 -- --
233.33 0.714 5.11 -0.985 -- -- -- -- -0.495 -- -- -- -- --
209.3 0.677 5.1 -- 0.895 -- -- -- -0.4 1.15 -- -- -- --
160.07 0.589 5.01 -- -- 2.14 -- -- -0.0238 -- 29.51 23 -- --
258.91 0.751 5.09 -- -- -- -- -- -0.386 -- -- -- -- --

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
1 137.56 temperature 30 10 < th dose dependent rect. 3 23
3 139.46 temperature 15 90 > th dose dependent rect. 5 23
9 140.70 temperature 30 10 < th dose dependent rect. 14 22
10 140.91 temperature 30 90 < th dose dependent rect. 11 22
11 140.91 temperature 30 10 < th dose dependent rect. 18 22
13 141.01 temperature 30 10 < th dose dependent rect. 11 23
14 141.03 temperature 30 10 < th dose dependent rect. 18 18
17 141.25 temperature 15 10 > th dose dependent rect. 23 23
25 141.73 temperature 30 10 < th dose dependent no NA NA
27 141.75 temperature 30 90 < th dose dependent rect. 17 23
39 142.10 temperature 30 90 < th dose dependent rect. 9 23
43 142.32 temperature 30 90 < th dose dependent rect. 17 20
44 142.34 temperature 30 10 < th dose dependent rect. 7 23
50 142.38 temperature 10 270 > th dose dependent sin 9 NA
83 143.23 temperature 10 720 > th dose dependent rect. 19 16
93 143.44 temperature 10 720 > th dose dependent rect. 19 18
96 143.49 temperature 30 10 < th dose dependent rect. 21 23
120 144.12 temperature 10 720 > th dose dependent rect. 15 19
121 144.15 temperature 15 30 > th dose dependent rect. 19 23
130 144.25 temperature 10 10 > th dose dependent no NA NA
137 144.34 temperature 10 720 > th dose dependent rect. 23 17
167 144.89 temperature 20 720 > th dose independent sin 23 NA
177 145.09 temperature 30 270 < th dose dependent sin 10 NA
188 145.16 temperature 20 720 > th dose independent rect. 6 15
199 145.25 temperature 30 270 < th dose dependent rect. 24 23
226 145.52 temperature 10 720 > th dose dependent sin 5 NA
236 145.60 temperature 25 1440 < th dose dependent rect. 22 1
240 145.63 temperature 25 1440 < th dose dependent rect. 21 4
254 145.70 temperature 10 1440 > th dose dependent rect. 24 1
256 145.73 temperature 10 1440 > th dose dependent rect. 23 3
268 145.80 temperature 30 10 < th dose dependent sin 17 NA
280 145.91 temperature 15 10 > th dose dependent rect. 15 23
285 145.93 temperature 25 1440 < th dose dependent rect. 17 9
300 146.02 temperature 15 270 > th dose dependent rect. 22 12
341 146.25 temperature 15 270 > th dose dependent rect. 15 23
427 146.71 temperature 25 1440 < th dose dependent rect. 17 19
435 146.74 temperature 30 10 < th dose dependent rect. 18 14
438 146.75 temperature 25 1440 < th dose dependent sin 13 NA
506 146.99 temperature 15 270 > th dose dependent rect. 19 23
508 147.01 temperature 20 720 > th dose independent rect. 20 15
519 147.04 temperature 20 720 > th dose independent rect. 6 20
527 147.05 temperature 25 720 < th dose dependent rect. 5 17
561 147.16 temperature 30 270 < th dose dependent rect. 16 13
598 147.25 temperature 15 10 > th dose dependent rect. 1 23
661 147.43 temperature 25 1440 < th dose dependent rect. 7 21
770 147.76 temperature 25 1440 < th dose dependent no NA NA
803 147.81 temperature 30 90 < th dose dependent rect. 11 14
815 147.84 temperature 20 720 > th dose independent rect. 6 11
893 147.98 temperature 25 30 < th dose dependent rect. 23 23
894 147.98 temperature 25 1440 < th dose dependent rect. 24 23
992 148.25 temperature 30 270 < th dose dependent rect. 9 14