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Os04g0559400

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

Description : Similar to Branched-chain-amino-acid aminotransferase 5, chloroplast precursor (EC 2.6.1.42) (Atbcat-5).


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 9.08 (0.0275) R2 : 0.685
β1 : -- (--) R2dD : -- R2D : --
β2 : 2.04 (0.0658) R2dC : 0.675 R2C : 0.629
β3 : 0.748 (0.0854) R2dE : 0.0553 R2E : 0.00544
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.173 (0.0586) R2dN8 : 0.00804 R2N8 : -0.0015
σ : 0.515
deviance : 122.21
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_____
C
peak time of C : 23.4
E
wheather : humidity
threshold : 73.39
memory length : 1343
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 = humidity, 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
115.95 0.506 9.07 -0.02 2.02 0.737 -1.19 -0.422 0.179 23.4 73.01 1349 -- --
116.35 0.502 9.08 -0.0872 2.03 0.72 -1.17 -- 0.164 23.4 73.08 1343 -- --
122 0.514 9.07 0.0149 2.03 0.752 -- -0.306 0.182 23.4 73.18 1355 -- --
122.19 0.515 9.08 -0.0315 2.04 0.744 -- -- 0.169 23.4 73.42 1343 -- --
279.65 0.783 9.04 -0.00131 -- 0.999 -- -1.2 0.106 -- 73.89 1577 -- --
134.81 0.544 9.1 -0.22 1.97 -- -1.28 -- 0.0599 23.3 -- -- -- --
141.81 0.558 9.1 -0.167 1.98 -- -- -- 0.0652 23.3 -- -- -- --
288.09 0.794 9.05 -0.038 -- 0.99 -- -- 0.0931 -- 73.62 1568 -- --
122.21 0.515 9.08 -- 2.04 0.748 -- -- 0.173 23.4 73.39 1343 -- --
387.34 0.92 9.05 -0.117 -- -- -- -- 0.0841 -- -- -- -- --
142.55 0.559 9.1 -- 1.98 -- -- -- 0.0838 23.3 -- -- -- --
282.47 0.785 9.05 -- -- 0.994 -- -- 0.117 -- 75 1584 -- --
387.7 0.919 9.05 -- -- -- -- -- 0.0971 -- -- -- -- --

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
1 113.24 humidity 80.0 270 > th dose independent rect. 23 17
3 113.76 humidity 80.0 1440 > th dose independent rect. 2 13
15 113.92 humidity 80.0 1440 < th dose independent rect. 2 12
22 113.97 humidity 70.0 10 > th dose dependent rect. 24 16
44 114.28 humidity 90.0 1440 < th dose dependent rect. 2 11
50 114.50 humidity 50.0 1440 > th dose dependent rect. 2 12
60 114.58 humidity 80.0 1440 > th dose independent sin 3 NA
61 114.61 temperature 20.0 1440 > th dose independent rect. 20 8
71 114.70 temperature 20.0 1440 > th dose independent rect. 23 2
75 114.72 humidity 80.0 1440 < th dose independent sin 4 NA
108 115.08 atmosphere 1005.0 10 > th dose dependent rect. 5 19
115 115.12 humidity 90.0 1440 < th dose dependent sin 5 NA
117 115.13 temperature 20.0 1440 < th dose independent rect. 20 8
140 115.28 humidity 70.0 10 > th dose dependent rect. 24 20
150 115.36 temperature 20.0 1440 < th dose independent rect. 23 4
157 115.39 atmosphere 1005.0 10 > th dose dependent rect. 5 21
169 115.46 atmosphere 1005.0 30 > th dose independent rect. 5 19
187 115.56 humidity 50.0 1440 > th dose dependent sin 4 NA
198 115.64 temperature 20.0 1440 > th dose independent rect. 1 1
239 115.81 temperature 20.0 1440 < th dose independent rect. 1 1
325 116.20 precipitation 0.1 14400 > th dose independent rect. 14 1
327 116.20 precipitation 0.1 14400 > th dose dependent rect. 14 1
366 116.42 precipitation 0.1 14400 < th dose independent rect. 13 3
367 116.42 precipitation 0.1 14400 < th dose dependent rect. 13 3
373 116.44 precipitation 0.1 14400 > th dose independent rect. 13 3
393 116.56 precipitation 0.1 14400 < th dose independent rect. 14 1
395 116.56 precipitation 0.1 14400 < th dose dependent rect. 14 1
420 116.65 humidity 70.0 1440 > th dose dependent rect. 11 2
494 116.88 humidity 80.0 1440 < th dose dependent rect. 20 17
506 116.92 humidity 90.0 720 < th dose independent rect. 19 4
534 117.01 humidity 80.0 1440 < th dose independent rect. 11 3
559 117.09 humidity 80.0 1440 > th dose independent rect. 11 3
579 117.15 temperature 20.0 1440 > th dose independent sin 11 NA
636 117.33 radiation 10.0 1440 < th dose dependent rect. 11 20
652 117.37 humidity 70.0 10 > th dose dependent sin 3 NA
662 117.39 humidity 70.0 1440 > th dose dependent rect. 10 4
711 117.53 radiation 10.0 1440 < th dose dependent rect. 13 18
749 117.62 temperature 20.0 1440 < th dose independent sin 11 NA
753 117.62 humidity 70.0 1440 > th dose independent rect. 17 20
773 117.67 humidity 90.0 1440 < th dose dependent rect. 11 1
779 117.69 radiation 10.0 1440 > th dose independent rect. 11 1
865 117.88 wind 1.0 14400 < th dose independent rect. 1 1
881 117.91 humidity 70.0 1440 > th dose independent rect. 11 1
908 117.98 humidity 90.0 720 < th dose independent rect. 20 1
951 118.08 humidity 50.0 1440 > th dose dependent rect. 11 1
988 118.15 radiation 10.0 1440 < th dose dependent rect. 15 1