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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.

Os03g0683300

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

Description : Ribosome-inactivating protein family protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 4.98 (0.0355) R2 : 0.693
β1 : -- (--) R2dD : -- R2D : --
β2 : -- (--) R2dC : -- R2C : --
β3 : -4.41 (0.143) R2dE : 0.663 R2E : 0.684
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.236 (0.0757) R2dN8 : 0.0087 R2N8 : 0.0294
σ : 0.666
deviance : 204.24
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_____
C
peak time of C : --
E
wheather : temperature
threshold : 4.517
memory length : 440
response mode : > th
dose dependency : dose dependent
G
type of G : rect.
peak or start time of G : 14.8
open length of G : 19.3

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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 = rect.)

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
205.5 0.674 4.94 0.642 1.05 -3.23 0.959 1.92 -0.111 14.2 14.51 299 16.8 18
194.54 0.65 4.99 0.326 0.0575 -4.25 1.33 -- -0.209 10.8 7.642 441 15.1 18.7
206.8 0.67 4.94 0.727 1.08 -3.18 -- 2.02 -0.0939 14.7 14.42 314 16.6 18
198.72 0.657 4.97 0.491 0.011 -4.33 -- -- -0.158 22.5 7.547 441 15.1 18.8
231.15 0.708 4.96 1.06 -- -3.51 -- 2.22 -0.0251 -- 12.87 371 16.5 17.7
369.53 0.901 5.08 -0.144 2.16 -- 0.119 -- -0.602 15.6 -- -- -- --
369.57 0.9 5.08 -0.142 2.17 -- -- -- -0.601 15.6 -- -- -- --
198.73 0.657 4.97 0.49 -- -4.32 -- -- -0.157 -- 7.512 441 15.1 18.8
203.54 0.664 5 -- 0.292 -4.23 -- -- -0.267 16.9 6.036 437 14.8 19.3
630.99 1.17 5.08 -0.233 -- -- -- -- -0.659 -- -- -- -- --
370.1 0.9 5.08 -- 2.17 -- -- -- -0.585 15.6 -- -- -- --
204.24 0.666 4.98 -- -- -4.41 -- -- -0.236 -- 4.517 440 14.8 19.3
632.43 1.17 5.07 -- -- -- -- -- -0.633 -- -- -- -- --

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
1 209.56 temperature 15 270 > th dose dependent rect. 17 18
3 215.47 temperature 15 270 > th dose dependent rect. 16 21
23 230.04 temperature 10 270 > th dose dependent rect. 5 17
46 242.88 temperature 25 720 < th dose dependent rect. 4 19
51 243.81 temperature 30 90 < th dose dependent rect. 23 20
62 245.41 temperature 25 1440 < th dose dependent rect. 11 18
75 245.75 temperature 25 1440 < th dose dependent sin 16 NA
83 246.04 temperature 25 1440 < th dose dependent rect. 21 1
98 246.40 temperature 25 1440 < th dose dependent rect. 17 6
125 246.93 temperature 20 270 > th dose independent rect. 17 17
149 247.32 temperature 30 10 < th dose dependent rect. 22 22
175 247.61 temperature 25 1440 < th dose dependent rect. 17 23
183 247.71 temperature 25 1440 < th dose dependent no NA NA
184 247.73 temperature 20 270 > th dose independent rect. 5 17
186 247.74 temperature 25 1440 < th dose dependent rect. 3 23
189 247.76 temperature 25 1440 < th dose dependent rect. 13 23
203 247.91 temperature 25 1440 < th dose dependent rect. 20 23
348 250.18 temperature 30 90 < th dose dependent rect. 21 23
397 251.34 temperature 30 270 < th dose dependent rect. 9 21
437 252.33 temperature 20 270 > th dose independent rect. 3 20
446 252.52 temperature 15 10 > th dose dependent rect. 3 23
452 252.64 temperature 30 10 < th dose dependent rect. 23 19
456 252.68 temperature 25 1440 < th dose dependent sin 5 NA
516 254.22 temperature 25 720 < th dose dependent sin 23 NA
527 254.42 temperature 30 10 < th dose dependent rect. 9 23
552 255.09 temperature 30 10 < th dose dependent rect. 11 23
554 255.15 temperature 30 90 < th dose dependent rect. 9 23
596 256.09 temperature 15 30 > th dose dependent sin 7 NA
600 256.15 temperature 30 10 < th dose dependent rect. 13 23
615 256.46 temperature 30 90 < th dose dependent rect. 11 22
630 256.67 temperature 15 270 > th dose dependent rect. 3 8
660 257.19 temperature 25 1440 < th dose dependent rect. 1 5
661 257.20 temperature 30 10 < th dose dependent no NA NA
665 257.24 temperature 25 1440 < th dose dependent rect. 3 2
691 257.52 temperature 15 10 > th dose dependent rect. 19 19
715 257.97 temperature 25 1440 < th dose dependent rect. 1 1
722 258.13 temperature 30 10 < th dose dependent rect. 15 23
727 258.18 temperature 10 1440 > th dose dependent rect. 1 5
747 258.52 temperature 10 1440 > th dose dependent rect. 20 10
754 258.56 temperature 10 1440 > th dose dependent rect. 23 7
779 258.80 temperature 10 1440 > th dose dependent rect. 1 1
780 258.80 temperature 10 1440 > th dose dependent rect. 3 3
810 259.15 temperature 30 10 < th dose dependent rect. 7 23
906 260.01 temperature 30 10 < th dose dependent rect. 19 23
928 260.25 temperature 20 720 < th dose independent rect. 4 18
960 260.48 temperature 15 10 > th dose dependent rect. 17 23