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Os01g0191200

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

Description : Similar to Acid phosphatase.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 13.8 (0.0471) R2 : 0.728
β1 : -0.558 (0.201) R2dD : 0.00858 R2D : 0.0192
β2 : 3.27 (0.108) R2dC : 0.563 R2C : 0.598
β3 : -4.41 (0.384) R2dE : 0.267 R2E : -0.0462
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -9.54 (1.26) R2dD*E : 0.165 R2D*E : -0.137
γ1 : 0.178 (0.0944) R2dN8 : 0.00314 R2N8 : 0.00663
σ : 0.775
deviance : 277.23
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C
peak time of C : 19.4
E
wheather : radiation
threshold : 0.3365
memory length : 1413
response mode : < th
dose dependency : dose dependent
G
type of G : no
peak or start time of G : --
open length of G : --

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Dependence on each variable

Residual plot

Process of the parameter reduction
(fixed parameters. wheather = radiation, 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
275.77 0.78 13.8 -0.745 3.14 -3.82 -1.39 -7.32 0.138 19.3 0.6742 1389 -- --
300.13 0.807 13.9 -1.39 2.82 -2.57 -1.17 -- 0.0407 19.1 1.254 1305 -- --
277.23 0.775 13.8 -0.558 3.27 -4.41 -- -9.54 0.178 19.4 0.3365 1413 -- --
301.64 0.809 13.9 -1.38 2.9 -2.49 -- -- 0.0338 19.2 1.25 1313 -- --
428.38 0.964 13.9 -0.712 -- -6.21 -- -7.55 -0.186 -- 0.8584 3804 -- --
355.8 0.884 13.9 -0.908 3.41 -- -0.517 -- 0.295 19.8 -- -- -- --
356.57 0.884 13.9 -0.895 3.41 -- -- -- 0.294 19.8 -- -- -- --
402.26 0.934 14 -1.66 -- -5.52 -- -- -0.496 -- 2.597 3792 -- --
344.96 0.865 13.9 -- 3.1 -1.74 -- -- 0.213 19.3 2.41 1327 -- --
985.17 1.47 13.8 -0.936 -- -- -- -- 0.247 -- -- -- -- --
377.66 0.909 13.9 -- 3.42 -- -- -- 0.394 19.8 -- -- -- --
377.23 0.905 13.9 -- -- -4.78 -- -- -0.0413 -- 3.009 952 -- --
1008.27 1.48 13.8 -- -- -- -- -- 0.35 -- -- -- -- --

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
1 274.78 radiation 1 1440 < th dose dependent rect. 11 13
8 275.01 humidity 90 43200 > th dose dependent rect. 20 1
62 276.60 humidity 90 43200 > th dose independent rect. 20 2
66 276.75 radiation 1 1440 < th dose dependent sin 19 NA
82 277.78 humidity 80 43200 > th dose dependent rect. 14 11
91 277.97 humidity 80 43200 > th dose dependent rect. 17 7
99 278.13 humidity 80 43200 > th dose independent rect. 14 1
105 278.18 humidity 90 43200 < th dose independent rect. 21 1
107 278.20 humidity 80 43200 < th dose independent rect. 14 1
108 278.20 humidity 80 43200 > th dose dependent sin 17 NA
185 280.30 humidity 70 43200 > th dose dependent rect. 14 1
254 281.35 humidity 80 43200 > th dose dependent rect. 2 22
266 281.49 humidity 80 43200 > th dose independent rect. 4 14
299 281.85 humidity 90 43200 < th dose independent rect. 17 8
300 281.85 humidity 90 43200 > th dose independent rect. 14 10
311 281.98 radiation 1 1440 > th dose independent rect. 11 8
321 281.99 humidity 80 43200 > th dose independent rect. 3 16
339 282.12 humidity 90 43200 < th dose independent sin 16 NA
343 282.14 humidity 90 43200 > th dose independent sin 16 NA
373 282.25 humidity 90 43200 < th dose independent rect. 14 11
374 282.26 humidity 80 43200 > th dose dependent no NA NA
397 282.35 humidity 80 43200 < th dose independent rect. 4 14
421 282.45 humidity 80 43200 > th dose dependent rect. 14 23
485 282.84 humidity 80 43200 > th dose dependent rect. 20 23
524 283.02 humidity 80 43200 > th dose independent sin 0 NA
528 283.04 humidity 90 43200 < th dose independent rect. 10 19
560 283.19 humidity 80 43200 > th dose independent sin 21 NA
568 283.21 humidity 80 43200 < th dose independent rect. 8 9
585 283.31 humidity 80 43200 > th dose independent rect. 11 10
634 283.46 humidity 90 43200 > th dose dependent rect. 15 17
715 283.66 humidity 90 43200 > th dose independent rect. 16 16
741 283.71 humidity 80 43200 > th dose independent rect. 8 9
814 283.86 humidity 90 43200 < th dose independent rect. 18 1
832 283.89 humidity 80 43200 < th dose independent sin 23 NA
843 283.91 radiation 1 1440 > th dose independent sin 19 NA
956 284.18 temperature 20 43200 > th dose dependent rect. 21 1
987 284.30 humidity 90 43200 < th dose independent rect. 15 17