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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.

Os07g0530100

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

Description : Tyrosyl-DNA phosphodiesterase family protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 6.44 (0.0368) R2 : 0.532
β1 : -- (--) R2dD : -- R2D : --
β2 : 1.61 (0.0955) R2dC : 0.292 R2C : 0.272
β3 : 1.5 (0.11) R2dE : 0.206 R2E : 0.226
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.307 (0.0796) R2dN8 : 0.0218 R2N8 : 0.0436
σ : 0.684
deviance : 215.83
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_____
C
peak time of C : 18.4
E
wheather : temperature
threshold : 21.7
memory length : 1536
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
212.41 0.685 6.46 -0.461 1.59 1.64 -0.306 -0.307 0.224 18.4 21.5 1564 -- --
212.47 0.679 6.45 -0.372 1.58 1.63 -0.312 -- 0.246 18.4 21.33 1571 -- --
212.64 0.679 6.46 -0.469 1.59 1.64 -- -0.349 0.221 18.4 21.56 1560 -- --
212.7 0.679 6.45 -0.367 1.59 1.62 -- -- 0.246 18.4 21.38 1563 -- --
260.69 0.752 6.37 -0.102 -- 1.92 -- 0.19 0.364 -- 21.89 476 -- --
301.87 0.815 6.37 0.221 1.59 -- -0.407 -- 0.629 18.5 -- -- -- --
302.28 0.814 6.37 0.227 1.59 -- -- -- 0.628 18.5 -- -- -- --
246.16 0.731 6.44 -0.41 -- 2.66 -- -- 0.15 -- 21.01 482 -- --
215.83 0.684 6.44 -- 1.61 1.5 -- -- 0.307 18.4 21.7 1536 -- --
433.6 0.973 6.33 0.187 -- -- -- -- 0.595 -- -- -- -- --
303.64 0.815 6.37 -- 1.59 -- -- -- 0.602 18.5 -- -- -- --
250.14 0.737 6.42 -- -- 2.56 -- -- 0.219 -- 21.53 482 -- --
434.52 0.973 6.34 -- -- -- -- -- 0.574 -- -- -- -- --

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
1 206.57 temperature 30 90 < th dose dependent rect. 5 22
3 209.06 temperature 10 270 > th dose dependent rect. 6 23
5 210.18 temperature 20 90 > th dose dependent rect. 7 23
10 211.08 temperature 30 270 < th dose dependent rect. 2 22
12 211.46 temperature 25 720 < th dose independent rect. 5 18
14 211.83 temperature 25 720 > th dose independent rect. 7 17
15 211.84 temperature 30 90 < th dose dependent rect. 5 20
19 212.24 temperature 30 270 < th dose dependent rect. 11 22
32 213.21 temperature 20 1440 > th dose dependent rect. 13 23
33 213.25 temperature 20 1440 > th dose dependent rect. 19 22
38 213.32 temperature 20 1440 > th dose dependent rect. 9 23
43 213.38 temperature 20 1440 > th dose dependent rect. 9 21
54 213.50 temperature 20 1440 > th dose dependent rect. 1 23
55 213.50 temperature 20 1440 > th dose dependent rect. 7 23
61 213.54 temperature 20 1440 > th dose dependent no NA NA
75 213.57 temperature 20 1440 > th dose dependent rect. 4 23
99 213.70 temperature 20 1440 > th dose dependent rect. 13 19
109 213.76 temperature 30 720 < th dose dependent rect. 5 18
154 214.03 temperature 20 1440 > th dose dependent rect. 13 16
155 214.05 temperature 20 1440 > th dose dependent sin 16 NA
238 214.65 temperature 20 1440 > th dose dependent rect. 15 9
255 214.82 temperature 20 1440 > th dose dependent sin 5 NA
284 215.04 temperature 25 1440 > th dose dependent rect. 7 10
311 215.27 temperature 20 1440 > th dose dependent rect. 22 1
314 215.27 temperature 20 10 > th dose dependent rect. 9 21
359 215.62 temperature 25 1440 > th dose dependent sin 1 NA
380 215.72 temperature 25 4320 < th dose dependent rect. 22 2
440 216.13 temperature 20 1440 > th dose dependent rect. 18 5
481 216.34 temperature 25 1440 < th dose independent rect. 15 8
591 216.78 temperature 25 1440 > th dose independent rect. 15 8
799 217.33 temperature 20 90 > th dose dependent no NA NA