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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.

Os11g0136500

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

Description : 4'-phosphopantetheinyl transferase domain containing protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 3.49 (0.0464) R2 : 0.0801
β1 : -- (--) R2dD : -- R2D : --
β2 : -- (--) R2dC : -- R2C : --
β3 : 0.978 (0.171) R2dE : 0.0708 R2E : 0.0359
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.399 (0.1) R2dN8 : 0.0442 R2N8 : 0.0093
σ : 0.866
deviance : 345.43
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C
peak time of C : --
E
wheather : temperature
threshold : 19.5
memory length : 637
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
338.87 0.865 3.45 0.0774 0.282 1.48 0.651 2.37 -0.366 8.36 14.29 634 -- --
339.82 0.859 3.5 -0.287 0.352 1.3 0.0235 -- -0.481 6.93 19.51 573 -- --
339.06 0.858 3.47 0.0358 0.365 1.29 -- 1.61 -0.379 5.72 17.88 465 -- --
339.61 0.858 3.5 -0.279 0.385 1.32 -- -- -0.483 6.02 19.4 478 -- --
342.9 0.862 3.47 0.0309 -- 1.06 -- 1.36 -0.361 -- 17.8 645 -- --
369.13 0.901 3.46 0.0445 0.0529 -- 0.588 -- -0.25 16.4 -- -- -- --
369.73 0.9 3.46 0.0483 0.0982 -- -- -- -0.247 19.8 -- -- -- --
344.17 0.864 3.5 -0.231 -- 1.06 -- -- -0.434 -- 19 645 -- --
341.4 0.861 3.49 -- 0.357 1.22 -- -- -0.436 5.71 19.7 445 -- --
370.25 0.899 3.46 0.0471 -- -- -- -- -0.249 -- -- -- -- --
369.79 0.9 3.46 -- 0.0978 -- -- -- -0.253 19.8 -- -- -- --
345.43 0.866 3.49 -- -- 0.978 -- -- -0.399 -- 19.5 637 -- --
370.31 0.898 3.46 -- -- -- -- -- -0.254 -- -- -- -- --

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
1 330.87 radiation 1.0 90 > th dose dependent rect. 18 1
11 333.99 precipitation 0.1 14400 > th dose independent rect. 20 6
12 334.10 precipitation 0.1 14400 < th dose independent rect. 20 6
13 334.10 precipitation 0.1 14400 < th dose dependent rect. 20 6
17 336.03 precipitation 0.1 14400 > th dose dependent rect. 21 5
39 337.41 temperature 20.0 270 > th dose dependent rect. 15 18
40 337.49 temperature 20.0 270 > th dose dependent rect. 14 21
41 337.54 temperature 10.0 270 > th dose dependent rect. 23 23
42 337.55 temperature 30.0 90 < th dose dependent rect. 20 19
46 337.56 temperature 20.0 720 > th dose dependent rect. 20 17
47 337.56 temperature 20.0 720 > th dose dependent rect. 16 21
69 337.94 temperature 30.0 270 < th dose dependent rect. 18 20
106 338.36 temperature 20.0 14400 < th dose dependent rect. 23 1
115 338.46 temperature 25.0 4320 < th dose dependent rect. 21 1
119 338.52 temperature 10.0 720 > th dose dependent rect. 5 23
124 338.55 temperature 10.0 720 > th dose dependent rect. 20 23
135 338.68 temperature 25.0 1440 < th dose independent rect. 20 1
146 338.75 temperature 10.0 720 > th dose dependent rect. 10 23
152 338.79 temperature 20.0 1440 > th dose dependent rect. 5 5
161 338.85 temperature 10.0 4320 > th dose dependent rect. 20 2
178 338.90 temperature 30.0 90 < th dose dependent rect. 8 22
205 339.09 temperature 15.0 30 > th dose dependent rect. 2 20
239 339.26 temperature 20.0 720 > th dose dependent rect. 18 23
244 339.29 temperature 10.0 4320 > th dose dependent rect. 18 6
245 339.29 temperature 10.0 720 > th dose dependent rect. 21 16
260 339.33 temperature 30.0 4320 < th dose dependent rect. 17 7
264 339.34 temperature 15.0 720 > th dose dependent no NA NA
327 339.45 radiation 1.0 90 > th dose independent rect. 18 1
355 339.49 temperature 10.0 1440 > th dose dependent rect. 6 4
370 339.52 temperature 25.0 1440 > th dose independent rect. 6 2
372 339.52 temperature 20.0 4320 > th dose dependent rect. 23 1
375 339.53 temperature 20.0 720 > th dose dependent sin 7 NA
403 339.58 temperature 25.0 4320 > th dose independent rect. 20 2
405 339.58 temperature 20.0 1440 > th dose dependent rect. 8 1
414 339.60 temperature 10.0 1440 > th dose dependent rect. 8 1
416 339.60 temperature 30.0 1440 < th dose dependent rect. 6 4
420 339.61 temperature 20.0 14400 < th dose independent rect. 2 1
424 339.61 temperature 20.0 14400 < th dose dependent rect. 16 13
460 339.69 temperature 20.0 14400 < th dose dependent rect. 20 9
516 339.79 temperature 20.0 4320 > th dose dependent rect. 18 15
556 339.86 temperature 10.0 720 > th dose dependent rect. 23 20
581 339.89 temperature 15.0 720 > th dose dependent rect. 2 23
582 339.90 temperature 20.0 14400 < th dose dependent sin 14 NA
594 339.91 temperature 20.0 4320 > th dose dependent sin 11 NA
600 339.92 humidity 70.0 270 < th dose independent rect. 16 3
635 339.96 temperature 25.0 1440 < th dose independent rect. 6 2
644 339.97 temperature 25.0 4320 < th dose independent rect. 18 6
671 340.00 temperature 20.0 14400 < th dose dependent rect. 4 1
706 340.04 temperature 30.0 1440 < th dose dependent rect. 8 1
721 340.06 temperature 25.0 1440 > th dose independent rect. 6 6
741 340.08 temperature 25.0 4320 < th dose independent rect. 15 10
748 340.09 temperature 20.0 14400 < th dose independent rect. 22 6
752 340.10 temperature 25.0 4320 < th dose independent sin 16 NA
790 340.14 temperature 20.0 14400 > th dose independent rect. 2 1
861 340.21 temperature 25.0 1440 < th dose independent rect. 6 6
896 340.26 temperature 25.0 4320 > th dose independent rect. 14 11
905 340.27 temperature 25.0 4320 > th dose independent sin 16 NA