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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.

Os11g0614500

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

Description : Similar to Patatin-like protein 3.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 5.23 (0.0457) R2 : 0.572
β1 : -3.72 (0.173) R2dD : 0.495 R2D : 0.303
β2 : 1.1 (0.107) R2dC : 0.0975 R2C : 0.0926
β3 : 1.57 (0.15) R2dE : 0.118 R2E : -0.0129
β4 : -2.55 (0.413) R2dD*C : 0.0362 R2D*C : 0.0104
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.443 (0.102) R2dN8 : 0.0258 R2N8 : -0.0465
σ : 0.843
deviance : 327.75
__
_____
C
peak time of C : 0.853
E
wheather : temperature
threshold : 20.6
memory length : 517
response mode : > th
dose dependency : dose independent
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 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
320.06 0.841 5.27 -4.01 1.1 1.4 -2.42 -1.57 -0.491 0.855 20.54 514 -- --
327.75 0.843 5.23 -3.72 1.1 1.57 -2.55 -- -0.443 0.853 20.6 517 -- --
340.42 0.859 5.29 -4.12 0.982 1.34 -- -2.34 -0.531 0.384 20.5 752 -- --
354.88 0.877 5.22 -3.64 1.04 1.57 -- -- -0.421 0.688 20.5 590 -- --
393.18 0.924 5.3 -4.27 -- 1.59 -- -2.24 -0.642 -- 21.2 907 -- --
401.84 0.94 5.16 -3.19 1.15 -- -2.54 -- -0.0923 0.275 -- -- -- --
429.44 0.97 5.15 -3.09 1.16 -- -- -- -0.0789 0.0753 -- -- -- --
409.69 0.943 5.26 -3.79 -- 1.82 -- -- -0.63 -- 21.2 904 -- --
665.68 1.21 5.1 -- 1.25 0.581 -- -- 0.169 0.0307 20.52 576 -- --
514.42 1.06 5.13 -3.05 -- -- -- -- -0.0622 -- -- -- -- --
680.77 1.22 5.07 -- 1.12 -- -- -- 0.265 23.9 -- -- -- --
727.23 1.26 5.09 -- -- 0.816 -- -- -0.0026 -- 22.4 858 -- --
760.01 1.29 5.05 -- -- -- -- -- 0.276 -- -- -- -- --

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
1 310.51 temperature 25 270 < th dose dependent rect. 4 19
31 318.75 temperature 20 720 > th dose independent rect. 16 20
35 319.05 temperature 10 270 > th dose dependent rect. 21 23
55 321.17 temperature 20 270 < th dose independent rect. 4 19
74 322.27 temperature 30 270 < th dose dependent rect. 14 23
79 322.50 temperature 20 720 > th dose independent rect. 6 22
81 322.62 temperature 20 270 > th dose independent rect. 21 22
87 322.91 temperature 30 270 < th dose dependent rect. 17 23
89 323.04 temperature 30 270 < th dose dependent no NA NA
104 323.33 temperature 20 720 < th dose independent rect. 19 21
105 323.33 temperature 10 720 > th dose dependent rect. 16 20
123 323.74 temperature 20 720 < th dose independent rect. 17 19
127 323.81 temperature 20 720 > th dose independent rect. 20 16
133 324.03 temperature 25 270 < th dose dependent rect. 21 23
170 324.78 temperature 20 720 < th dose independent rect. 15 21
186 325.12 temperature 25 1440 < th dose dependent rect. 22 2
189 325.20 temperature 25 1440 < th dose dependent rect. 21 7
195 325.28 temperature 20 1440 < th dose dependent rect. 3 1
243 325.95 temperature 15 270 > th dose dependent rect. 6 23
248 326.08 temperature 20 720 > th dose independent no NA NA
256 326.12 temperature 15 270 > th dose dependent no NA NA
272 326.38 temperature 15 1440 > th dose dependent rect. 23 1
281 326.47 temperature 25 1440 < th dose dependent rect. 1 3
284 326.55 temperature 25 270 < th dose dependent sin 22 NA
286 326.58 temperature 20 720 < th dose independent no NA NA
302 326.77 temperature 15 1440 > th dose dependent rect. 22 6
303 326.78 temperature 20 720 < th dose independent rect. 8 23
335 327.14 temperature 20 1440 > th dose independent rect. 17 10
364 327.32 temperature 20 1440 > th dose independent rect. 20 5
366 327.33 temperature 20 1440 > th dose independent rect. 21 3
369 327.35 temperature 10 1440 > th dose dependent rect. 1 3
395 327.54 temperature 20 1440 > th dose independent rect. 19 7
401 327.60 temperature 10 1440 > th dose dependent rect. 3 1
472 327.99 temperature 20 1440 < th dose independent rect. 17 11
479 328.00 temperature 15 270 > th dose dependent rect. 13 23
482 328.01 temperature 20 720 > th dose independent rect. 11 23
504 328.14 temperature 10 720 > th dose dependent rect. 21 15
531 328.30 temperature 20 1440 < th dose independent rect. 17 13
535 328.32 temperature 20 1440 < th dose independent rect. 20 5
627 328.83 temperature 25 1440 < th dose dependent rect. 20 16
648 329.01 temperature 25 1440 < th dose dependent sin 11 NA
682 329.16 temperature 20 1440 > th dose independent sin 13 NA
801 329.70 temperature 20 1440 < th dose independent sin 12 NA
857 329.92 temperature 15 270 > th dose dependent rect. 11 23