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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.

Os11g0114800

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

Description : Tetratricopeptide-like helical domain containing protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 5.46 (0.0285) R2 : 0.614
β1 : -- (--) R2dD : -- R2D : --
β2 : 2.01 (0.0746) R2dC : 0.616 R2C : 0.613
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.0223 (0.06) R2dN8 : 0.000152 R2N8 : -0.00255
σ : 0.538
deviance : 132.04
__
_____
C
peak time of C : 18.4
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 = radiation, response mode = < th, dose dependency = dose independent, 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
109.54 0.492 5.47 0.234 2 -0.893 1.18 -1.37 -0.0543 19 35.79 70 -- --
113.44 0.496 5.47 0.249 2 -0.828 1.02 -- -0.0494 18.9 35.76 69 -- --
113.07 0.495 5.47 0.225 2 -0.881 -- -1.18 -0.0545 18.9 35.74 69 -- --
116.01 0.502 5.47 0.235 2 -0.826 -- -- -0.0455 18.9 35.74 69 -- --
136.98 0.545 5.46 0.344 -- -2.7 -- 0.967 -0.132 -- 2.35 794 -- --
128.23 0.531 5.45 0.22 2.01 -- 1.04 -- -0.00265 18.4 -- -- -- --
130.91 0.536 5.45 0.207 2.01 -- -- -- 0.000682 18.4 -- -- -- --
129.52 0.53 5.43 0.0731 -- -2.69 -- -- -0.124 -- 2.28 806 -- --
117.46 0.505 5.47 -- 1.99 -0.789 -- -- -0.054 18.9 35.17 69 -- --
340.8 0.863 5.41 0.154 -- -- -- -- -0.0421 -- -- -- -- --
132.04 0.538 5.46 -- 2.01 -- -- -- -0.0223 18.4 -- -- -- --
129.53 0.53 5.44 -- -- -2.7 -- -- -0.137 -- 2.03 808 -- --
341.42 0.862 5.42 -- -- -- -- -- -0.0592 -- -- -- -- --

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
1 105.94 radiation 30 270 < th dose dependent rect. 3 10
13 107.73 radiation 40 270 > th dose independent rect. 9 1
14 107.75 radiation 30 270 > th dose dependent rect. 9 1
16 107.91 radiation 20 270 < th dose independent rect. 2 11
23 108.10 radiation 40 270 > th dose independent rect. 15 19
42 108.19 radiation 30 270 > th dose dependent rect. 15 19
43 108.23 radiation 1 270 > th dose dependent sin 5 NA
53 108.61 radiation 40 270 > th dose independent sin 11 NA
54 108.61 radiation 40 270 < th dose dependent sin 4 NA
55 108.65 radiation 30 270 > th dose dependent sin 11 NA
79 108.87 radiation 40 270 > th dose independent rect. 14 21
113 109.32 radiation 1 270 > th dose dependent rect. 15 22
116 109.37 radiation 1 90 > th dose dependent rect. 8 11
130 109.42 radiation 20 270 < th dose independent rect. 3 14
139 109.75 temperature 20 90 > th dose dependent rect. 8 7
140 109.76 temperature 20 90 > th dose dependent sin 2 NA
174 110.14 radiation 20 270 < th dose independent sin 5 NA
215 110.51 temperature 20 90 > th dose dependent rect. 1 14
220 110.55 radiation 40 90 < th dose independent rect. 3 23
221 110.58 temperature 25 10 > th dose dependent rect. 9 6
227 110.64 radiation 40 270 < th dose independent rect. 9 23
258 110.73 radiation 20 270 > th dose independent sin 5 NA
262 110.77 radiation 40 90 < th dose independent sin 6 NA
266 110.78 radiation 1 270 > th dose dependent rect. 6 8
330 110.94 radiation 30 90 < th dose independent rect. 3 20
359 111.03 temperature 30 90 < th dose dependent sin 1 NA
394 111.11 radiation 40 90 > th dose independent sin 6 NA
417 111.26 radiation 40 90 < th dose dependent rect. 3 23
418 111.27 radiation 10 90 > th dose dependent no NA NA
499 111.28 temperature 30 90 < th dose dependent rect. 3 16
508 111.30 temperature 30 90 < th dose dependent rect. 5 14
515 111.33 temperature 25 270 > th dose dependent sin 6 NA
645 111.38 temperature 30 90 < th dose dependent rect. 3 14
647 111.38 radiation 20 90 > th dose dependent rect. 11 23
652 111.39 radiation 40 270 < th dose dependent rect. 1 22
713 111.48 radiation 20 270 > th dose independent rect. 16 22
740 111.52 temperature 30 90 < th dose dependent rect. 3 12
771 111.56 temperature 30 90 < th dose dependent rect. 3 10
778 111.58 temperature 25 10 > th dose dependent rect. 9 13
832 111.72 temperature 25 270 > th dose dependent rect. 9 2
856 111.79 radiation 40 90 < th dose independent no NA NA
886 111.82 radiation 40 10 < th dose dependent rect. 3 23
974 111.99 temperature 30 90 < th dose dependent rect. 5 12
982 112.01 radiation 20 270 < th dose independent rect. 1 22