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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.

Os05g0382000

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

Description : Similar to ABL164Cp.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 3.89 (0.0388) R2 : 0.628
β1 : -2.04 (0.142) R2dD : 0.195 R2D : 0.216
β2 : 3.05 (0.154) R2dC : 0.775 R2C : 0.0747
β3 : -1.46 (0.129) R2dE : 0.249 R2E : -0.356
β4 : -3.18 (0.458) R2dD*C : 0.0396 R2D*C : 0.0422
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.317 (0.0832) R2dN8 : 0.0182 R2N8 : 0.00153
σ : 0.715
deviance : 235.4
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_____
C
peak time of C : 6.11
E
wheather : temperature
threshold : 20.4
memory length : 300
response mode : > th
dose dependency : dose independent
G
type of G : rect.
peak or start time of G : 20.5
open length of G : 14.7

__

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 = 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
227.06 0.708 3.87 -1.87 3.01 -1.38 -4.25 1.77 -0.303 6.23 20.41 291 20.9 14.4
235.4 0.715 3.89 -2.04 3.05 -1.46 -3.18 -- -0.317 6.11 20.4 300 20.5 14.7
260.16 0.751 3.88 -2.16 3.05 -1.46 -- 0.103 -0.326 6.14 20.55 308 20.3 14.8
259.49 0.75 3.88 -2.15 3.05 -1.47 -- -- -0.33 6.23 20.41 309 20.5 14.7
378.48 0.906 3.99 -2.82 -- -1.05 -- 0.972 -0.583 -- 14.2 1317 21.5 15.4
293.94 0.804 3.97 -2.43 1.75 -- -3.32 -- -0.535 5.71 -- -- -- --
321.03 0.839 3.96 -2.45 1.73 -- -- -- -0.521 5.76 -- -- -- --
300.47 0.807 4.02 -2.48 -- 1.75 -- -- -0.566 -- -26.7 386 23 7.78
368.69 0.894 3.87 -- 3.36 -1.8 -- -- -0.173 5.76 19.2 378 18.9 15.4
476.79 1.02 3.99 -2.4 -- -- -- -- -0.48 -- -- -- -- --
479.57 1.02 3.9 -- 1.69 -- -- -- -0.248 5.83 -- -- -- --
463.26 1 3.95 -- -- 1.72 -- -- -0.31 -- -22.3 417 22.9 7.58
628.55 1.17 3.93 -- -- -- -- -- -0.214 -- -- -- -- --

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
1 231.95 temperature 20.0 270 > th dose independent rect. 21 14
22 244.08 temperature 20.0 270 > th dose independent rect. 5 21
27 245.10 temperature 10.0 270 > th dose dependent rect. 21 14
38 248.17 temperature 20.0 270 < th dose independent rect. 24 10
52 249.65 temperature 20.0 270 > th dose independent sin 7 NA
55 249.94 wind 9.0 14400 < th dose independent rect. 23 4
60 250.11 temperature 20.0 270 < th dose independent sin 7 NA
64 250.35 wind 3.0 14400 < th dose dependent rect. 3 1
70 250.74 wind 3.0 14400 < th dose independent rect. 1 6
73 250.82 wind 3.0 14400 < th dose independent rect. 23 8
74 250.84 wind 3.0 14400 < th dose independent rect. 2 2
89 251.20 wind 3.0 14400 < th dose independent rect. 1 8
90 251.26 wind 3.0 14400 > th dose independent rect. 1 6
91 251.26 wind 3.0 14400 > th dose independent rect. 1 8
95 251.36 wind 3.0 14400 > th dose independent rect. 23 8
96 251.37 wind 3.0 14400 > th dose independent rect. 2 2
108 251.49 wind 1.0 14400 > th dose dependent rect. 2 2
115 251.54 wind 3.0 14400 < th dose independent rect. 23 5
146 252.06 temperature 20.0 270 < th dose independent rect. 24 20
160 252.28 temperature 30.0 90 < th dose dependent rect. 3 8
166 252.38 wind 3.0 14400 < th dose independent rect. 6 1
170 252.42 humidity 90.0 1440 < th dose dependent rect. 3 3
175 252.47 temperature 20.0 270 < th dose independent rect. 24 15
228 253.11 wind 3.0 14400 > th dose independent rect. 6 1
250 253.35 temperature 30.0 270 < th dose dependent rect. 1 8
259 253.51 wind 9.0 43200 > th dose independent rect. 24 2
262 253.56 wind 3.0 14400 < th dose independent rect. 23 1
285 253.86 humidity 80.0 720 < th dose dependent rect. 20 2
294 254.00 temperature 20.0 270 < th dose dependent rect. 24 9
302 254.10 wind 5.0 14400 < th dose dependent rect. 23 8
320 254.36 wind 1.0 14400 > th dose dependent rect. 6 1
326 254.43 wind 9.0 43200 > th dose dependent rect. 24 2
349 254.71 wind 9.0 43200 > th dose dependent rect. 22 1
363 254.86 wind 5.0 14400 < th dose dependent rect. 6 1
368 254.90 wind 1.0 14400 > th dose dependent rect. 23 8
371 254.94 wind 9.0 14400 < th dose dependent rect. 6 1
376 254.98 wind 3.0 14400 > th dose independent rect. 23 1
416 255.18 atmosphere 1005.0 270 > th dose independent rect. 3 3
418 255.18 temperature 20.0 10 > th dose independent rect. 21 17
424 255.20 temperature 30.0 90 < th dose dependent rect. 3 6
444 255.36 temperature 20.0 10 > th dose independent rect. 8 20
459 255.51 wind 3.0 14400 < th dose independent sin 8 NA
473 255.62 wind 3.0 14400 > th dose independent sin 8 NA
503 255.85 temperature 20.0 10 > th dose independent rect. 21 19
504 255.89 temperature 25.0 90 < th dose independent rect. 3 5
546 256.17 temperature 30.0 90 < th dose dependent rect. 3 10
575 256.40 wind 5.0 14400 > th dose dependent rect. 23 1
580 256.44 temperature 30.0 270 < th dose dependent rect. 3 2
625 256.80 humidity 90.0 14400 > th dose dependent rect. 15 1
631 256.86 humidity 80.0 720 < th dose dependent rect. 20 7
641 256.93 atmosphere 1005.0 270 > th dose independent rect. 1 7
687 257.28 humidity 90.0 1440 < th dose independent rect. 3 1
736 257.56 humidity 90.0 14400 > th dose dependent rect. 15 3
756 257.69 wind 3.0 14400 > th dose dependent rect. 8 1
759 257.72 wind 5.0 14400 < th dose dependent rect. 23 1
763 257.75 humidity 90.0 14400 > th dose dependent rect. 17 1
778 257.79 humidity 90.0 14400 > th dose dependent rect. 11 9
800 257.92 humidity 80.0 720 > th dose independent rect. 20 7
839 258.11 humidity 90.0 14400 > th dose dependent rect. 11 2
855 258.14 humidity 90.0 14400 > th dose dependent rect. 9 11
857 258.17 atmosphere 1005.0 10 > th dose independent rect. 3 6
867 258.21 humidity 80.0 720 > th dose independent rect. 20 13
900 258.36 temperature 20.0 270 > th dose independent rect. 21 5
923 258.53 wind 9.0 43200 > th dose dependent rect. 22 4
928 258.55 precipitation 0.1 14400 > th dose independent rect. 7 8
959 258.69 precipitation 0.1 14400 > th dose independent rect. 6 10
973 258.77 temperature 25.0 270 < th dose independent rect. 3 2