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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.

Os03g0277500

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

Description : Glyoxalase/bleomycin resistance protein/dioxygenase domain containing protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 4.43 (0.0467) R2 : 0.44
β1 : -- (--) R2dD : -- R2D : --
β2 : 1.73 (0.118) R2dC : 0.271 R2C : 0.18
β3 : -1.91 (0.135) R2dE : 0.255 R2E : 0.166
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.154 (0.0983) R2dN8 : 0.00405 R2N8 : 0.0033
σ : 0.877
deviance : 354.74
__
_____
C
peak time of C : 2.83
E
wheather : temperature
threshold : 25.82
memory length : 2656
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
343.22 0.87 4.41 0.655 1.73 -2.03 0.0883 -0.156 -0.0605 2.82 25.54 2691 -- --
343.17 0.863 4.41 0.688 1.73 -2.05 0.115 -- -0.0662 2.8 25.7 2669 -- --
343.2 0.863 4.41 0.687 1.73 -2.05 -- -0.0119 -0.0647 2.81 25.69 2670 -- --
343.2 0.863 4.41 0.688 1.73 -2.05 -- -- -0.0666 2.81 25.7 2674 -- --
470.7 1.01 4.38 0.668 -- -1.88 -- -0.278 0.066 -- 26.1 6234 -- --
509.71 1.06 4.43 -0.00551 1.46 -- -0.399 -- -0.195 3.19 -- -- -- --
510.22 1.06 4.43 0.00261 1.46 -- -- -- -0.192 3.17 -- -- -- --
470.16 1.01 4.37 0.791 -- -1.96 -- -- 0.118 -- 26.1 6247 -- --
354.74 0.877 4.43 -- 1.73 -1.91 -- -- -0.154 2.83 25.82 2656 -- --
631.29 1.17 4.43 0.0647 -- -- -- -- -0.154 -- -- -- -- --
510.22 1.06 4.43 -- 1.46 -- -- -- -0.193 3.17 -- -- -- --
484.4 1.03 4.4 -- -- -1.8 -- -- -0.0495 -- 27.1 6268 -- --
631.4 1.17 4.43 -- -- -- -- -- -0.161 -- -- -- -- --

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
1 339.70 radiation 10.0 14400 > th dose independent rect. 17 13
2 340.61 radiation 1.0 14400 < th dose independent rect. 18 8
6 340.80 radiation 1.0 14400 < th dose independent rect. 18 3
8 340.84 radiation 1.0 14400 < th dose independent rect. 18 1
13 341.26 radiation 10.0 14400 > th dose independent rect. 17 1
35 342.60 humidity 90.0 43200 > th dose dependent rect. 21 1
36 342.87 temperature 25.0 1440 > th dose dependent rect. 7 3
42 343.89 humidity 90.0 43200 < th dose independent rect. 18 1
49 344.40 temperature 30.0 1440 < th dose independent rect. 11 1
51 344.53 temperature 25.0 14400 > th dose dependent rect. 18 1
53 344.68 temperature 30.0 1440 > th dose independent rect. 11 1
82 345.36 temperature 25.0 14400 < th dose independent rect. 18 6
83 345.39 temperature 25.0 14400 > th dose independent rect. 18 6
97 345.70 temperature 25.0 43200 > th dose independent rect. 17 2
102 345.81 temperature 25.0 43200 < th dose independent rect. 17 3
123 346.39 radiation 1.0 14400 < th dose dependent rect. 17 2
127 346.44 humidity 90.0 43200 > th dose independent rect. 21 1
128 346.44 radiation 1.0 14400 < th dose dependent rect. 17 5
143 346.68 radiation 1.0 14400 > th dose independent rect. 16 21
146 346.72 radiation 1.0 14400 > th dose independent rect. 16 19
160 346.89 temperature 25.0 14400 > th dose independent rect. 20 1
169 346.91 radiation 1.0 14400 < th dose dependent rect. 17 12
172 346.98 radiation 1.0 14400 > th dose independent sin 14 NA
190 347.16 temperature 25.0 14400 < th dose independent rect. 20 1
204 347.29 radiation 1.0 14400 < th dose independent rect. 16 18
209 347.35 radiation 1.0 14400 < th dose independent rect. 16 21
224 347.50 humidity 90.0 43200 < th dose independent rect. 21 1
225 347.50 radiation 1.0 14400 > th dose independent rect. 9 20
232 347.55 radiation 1.0 14400 > th dose independent rect. 9 10
256 347.68 radiation 1.0 14400 > th dose independent rect. 12 22
260 347.70 radiation 1.0 14400 > th dose independent rect. 9 23
265 347.71 radiation 1.0 14400 > th dose independent rect. 7 23
277 347.76 radiation 1.0 14400 > th dose independent no NA NA
278 347.76 radiation 1.0 14400 > th dose independent rect. 4 15
337 347.80 temperature 30.0 43200 < th dose independent rect. 15 1
349 347.82 radiation 1.0 14400 > th dose independent rect. 7 12
401 347.95 radiation 1.0 14400 < th dose independent sin 13 NA
402 347.95 radiation 20.0 1440 > th dose independent rect. 16 1
418 347.97 radiation 1.0 14400 > th dose independent rect. 12 7
499 348.18 humidity 90.0 43200 > th dose dependent rect. 18 6
500 348.18 radiation 1.0 14400 < th dose dependent rect. 17 15
510 348.26 temperature 25.0 1440 > th dose dependent rect. 18 18
519 348.37 radiation 1.0 14400 < th dose independent rect. 12 22
528 348.41 radiation 1.0 14400 < th dose independent rect. 9 23
540 348.49 radiation 1.0 14400 < th dose independent rect. 5 16
542 348.49 radiation 1.0 14400 < th dose independent rect. 24 21
548 348.50 radiation 1.0 14400 < th dose independent rect. 24 19
561 348.51 radiation 1.0 14400 < th dose independent no NA NA
562 348.51 temperature 30.0 43200 > th dose independent rect. 15 1
565 348.51 radiation 1.0 14400 < th dose independent rect. 5 14
580 348.51 radiation 1.0 14400 < th dose independent rect. 20 23
606 348.54 precipitation 0.1 43200 > th dose dependent rect. 17 13
698 349.07 radiation 1.0 14400 < th dose dependent sin 14 NA
710 349.22 radiation 1.0 14400 < th dose independent sin 23 NA
775 349.46 precipitation 0.1 43200 > th dose dependent rect. 17 10
817 349.72 precipitation 0.1 43200 > th dose dependent rect. 17 17
818 349.73 radiation 1.0 14400 < th dose independent rect. 9 16
825 349.74 radiation 1.0 14400 < th dose independent rect. 9 12
828 349.75 radiation 1.0 14400 < th dose independent rect. 9 10
892 349.90 temperature 25.0 1440 > th dose dependent sin 7 NA
906 349.94 temperature 20.0 14400 > th dose dependent rect. 21 1
972 350.20 radiation 1.0 14400 < th dose dependent rect. 5 14
978 350.21 radiation 1.0 14400 < th dose dependent rect. 5 18