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Os01g0357900

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

Description : Similar to RALF.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 9.49 (0.0295) R2 : 0.634
β1 : -0.988 (0.111) R2dD : 0.0557 R2D : -0.0302
β2 : 1.6 (0.0768) R2dC : 0.332 R2C : 0.31
β3 : 1.75 (0.0865) R2dE : 0.33 R2E : 0.25
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.193 (0.063) R2dN8 : 0.0152 R2N8 : 0.0031
σ : 0.552
deviance : 140.42
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C
peak time of C : 6.75
E
wheather : temperature
threshold : 27
memory length : 1170
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
136.46 0.549 9.59 -1.83 1.54 2.09 -0.246 -4.08 -0.442 6.71 26.6 1221 -- --
148.14 0.567 9.49 -0.986 1.87 1.91 0.145 -- -0.396 6.35 26 2045 -- --
136.55 0.544 9.59 -1.82 1.55 2.11 -- -4.08 -0.429 6.72 26.66 1202 -- --
140.42 0.552 9.49 -0.988 1.6 1.75 -- -- -0.193 6.75 27 1170 -- --
255.08 0.744 9.61 -1.82 -- 2.04 -- -3.88 -0.405 -- 26.63 1306 -- --
249.47 0.74 9.47 -0.394 1.58 -- 0.272 -- -0.211 5.93 -- -- -- --
249.64 0.74 9.47 -0.392 1.58 -- -- -- -0.212 5.96 -- -- -- --
256.8 0.746 9.51 -0.885 -- 1.66 -- -- -0.224 -- 26.6 1300 -- --
159.21 0.588 9.46 -- 1.51 1.6 -- -- -0.149 6.61 26.98 1166 -- --
378.95 0.91 9.5 -0.345 -- -- -- -- -0.175 -- -- -- -- --
253.69 0.745 9.46 -- 1.57 -- -- -- -0.168 5.97 -- -- -- --
275.6 0.773 9.47 -- -- 1.48 -- -- -0.0397 -- 27.6 1286 -- --
382.09 0.912 9.49 -- -- -- -- -- -0.137 -- -- -- -- --

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
1 145.21 temperature 25 1440 > th dose dependent rect. 16 1
2 145.36 temperature 25 1440 > th dose dependent rect. 15 4
5 146.10 temperature 25 1440 > th dose dependent rect. 6 14
17 146.28 temperature 25 1440 > th dose dependent rect. 10 10
26 146.37 temperature 25 1440 > th dose dependent sin 21 NA
93 147.06 temperature 25 1440 > th dose dependent rect. 11 22
121 147.32 temperature 25 1440 > th dose dependent rect. 18 1
140 147.45 temperature 25 1440 > th dose dependent rect. 13 21
141 147.45 temperature 25 1440 > th dose dependent rect. 13 23
160 147.58 temperature 25 1440 > th dose dependent no NA NA
206 148.03 temperature 25 1440 > th dose dependent rect. 18 23
250 148.85 temperature 30 1440 < th dose independent rect. 14 22
258 148.97 wind 3 43200 > th dose dependent rect. 2 14
266 149.08 wind 3 43200 > th dose dependent rect. 24 16
273 149.14 temperature 30 1440 > th dose independent rect. 14 22
297 149.67 wind 3 43200 > th dose dependent sin 3 NA
299 149.72 wind 5 43200 < th dose independent rect. 3 13
308 149.89 wind 5 43200 > th dose independent rect. 3 13
321 150.10 wind 5 43200 < th dose independent sin 2 NA
326 150.30 wind 5 43200 > th dose independent sin 2 NA
328 150.32 humidity 70 14400 < th dose dependent rect. 18 1
331 150.39 temperature 30 1440 > th dose independent rect. 14 5
346 150.40 temperature 30 1440 < th dose independent rect. 14 15
355 150.46 wind 5 43200 < th dose independent rect. 24 17
363 150.54 temperature 30 1440 < th dose independent rect. 14 5
376 150.66 humidity 70 14400 < th dose dependent rect. 17 3
384 150.77 humidity 70 14400 < th dose dependent rect. 17 14
385 150.77 wind 5 43200 > th dose dependent rect. 19 22
399 150.80 temperature 30 1440 < th dose independent rect. 18 22
400 150.80 wind 3 43200 > th dose dependent rect. 20 20
424 151.07 temperature 30 1440 < th dose independent rect. 9 7
428 151.10 temperature 30 1440 < th dose independent rect. 9 19
431 151.11 wind 7 43200 > th dose independent rect. 19 21
445 151.18 temperature 30 1440 < th dose independent rect. 9 10
456 151.23 wind 7 43200 < th dose independent rect. 19 21
473 151.52 temperature 30 1440 < th dose independent rect. 23 17
476 151.52 temperature 30 1440 < th dose independent rect. 23 20
483 151.52 wind 5 43200 > th dose dependent rect. 15 23
507 151.56 temperature 30 1440 < th dose independent sin 20 NA
508 151.56 temperature 30 1440 < th dose independent no NA NA
521 151.57 temperature 30 1440 < th dose independent rect. 3 23
623 151.74 wind 5 43200 > th dose dependent rect. 24 22
646 151.78 temperature 30 1440 > th dose independent rect. 9 10
700 151.87 temperature 30 1440 > th dose independent rect. 18 22
718 151.96 wind 5 43200 < th dose independent rect. 15 23
775 152.13 temperature 30 1440 > th dose independent sin 19 NA
793 152.18 temperature 30 1440 > th dose independent rect. 9 7
798 152.18 wind 5 43200 > th dose dependent no NA NA
832 152.26 temperature 30 1440 > th dose independent no NA NA
911 152.26 wind 5 43200 > th dose independent rect. 15 23
954 152.31 wind 5 43200 > th dose dependent rect. 9 23
962 152.34 wind 5 43200 > th dose dependent rect. 7 23