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Os04g0389000

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

Description : Integrase, catalytic region domain containing protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 7.4 (0.0264) R2 : 0.461
β1 : 1.31 (0.0988) R2dD : 0.231 R2D : 0.142
β2 : 0.693 (0.0701) R2dC : 0.125 R2C : 0.0432
β3 : -1.82 (0.134) R2dE : 0.259 R2E : 0.101
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.0538 (0.0586) R2dN8 : 0.00136 R2N8 : 0.0159
σ : 0.491
deviance : 109.7
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C
peak time of C : 18.5
E
wheather : temperature
threshold : 9.734
memory length : 8
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
105.93 0.484 7.36 1.58 0.687 -1.86 0.488 1.91 0.021 18.5 10.05 9 -- --
108.73 0.489 7.39 1.33 0.699 -1.89 0.656 -- -0.0457 18.2 11.65 8 -- --
106.44 0.484 7.36 1.57 0.681 -1.85 -- 1.98 0.0194 18.5 9.734 8 -- --
109.7 0.491 7.4 1.31 0.693 -1.82 -- -- -0.0538 18.5 9.734 8 -- --
129.25 0.53 7.35 1.54 -- -1.54 -- 2.19 -0.0244 -- 10.01 3 -- --
140.92 0.557 7.45 0.956 0.647 -- -0.0616 -- -0.306 21.5 -- -- -- --
140.93 0.556 7.45 0.959 0.648 -- -- -- -0.306 21.5 -- -- -- --
133.29 0.54 7.39 1.23 -- -1.51 -- -- -0.109 -- 12.1 5 -- --
150.49 0.574 7.45 -- 0.621 -1.19 -- -- -0.274 19.6 9.734 8 -- --
165.58 0.601 7.44 0.963 -- -- -- -- -0.308 -- -- -- -- --
165.15 0.601 7.48 -- 0.649 -- -- -- -0.413 21.6 -- -- -- --
171.13 0.611 7.43 -- -- -1.12 -- -- -0.289 -- 7.613 2 -- --
190.03 0.643 7.46 -- -- -- -- -- -0.415 -- -- -- -- --

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
1 101.56 temperature 10 1440 > th dose dependent rect. 11 1
3 102.92 temperature 10 1440 > th dose dependent rect. 10 4
18 103.83 temperature 30 90 < th dose dependent rect. 5 22
38 104.67 humidity 50 14400 < th dose dependent rect. 16 19
56 105.07 temperature 30 10 < th dose dependent rect. 6 21
61 105.14 temperature 30 10 < th dose dependent rect. 19 23
62 105.15 temperature 10 1440 > th dose dependent rect. 13 1
94 105.78 temperature 30 1440 < th dose dependent rect. 11 1
111 105.98 temperature 10 10 > th dose dependent no NA NA
129 106.15 temperature 20 10 > th dose dependent rect. 24 23
145 106.38 temperature 10 1440 > th dose dependent sin 23 NA
163 106.52 temperature 20 10 > th dose dependent rect. 2 23
178 106.66 temperature 15 10 > th dose dependent sin 19 NA
220 106.89 temperature 15 90 > th dose dependent rect. 2 23
223 106.92 humidity 50 14400 < th dose dependent rect. 16 1
255 107.16 temperature 30 1440 < th dose dependent rect. 10 4
292 107.38 humidity 70 14400 < th dose dependent rect. 18 4
307 107.42 temperature 30 10 < th dose dependent no NA NA
344 107.52 temperature 15 1440 > th dose dependent rect. 15 1
349 107.54 temperature 30 10 < th dose dependent rect. 9 23
353 107.57 temperature 20 10 > th dose dependent rect. 2 21
360 107.60 temperature 30 30 < th dose dependent rect. 13 23
399 107.74 temperature 30 30 < th dose dependent rect. 15 23
417 107.85 temperature 30 30 < th dose dependent rect. 11 23
423 107.87 temperature 30 10 < th dose dependent rect. 17 23
424 107.87 temperature 30 30 < th dose dependent rect. 23 23
430 107.90 temperature 30 30 < th dose dependent rect. 21 23
442 107.95 temperature 30 10 < th dose dependent rect. 9 17
458 108.01 humidity 50 14400 > th dose independent rect. 17 16
493 108.14 temperature 20 30 > th dose dependent rect. 20 23
499 108.19 humidity 50 14400 < th dose independent rect. 16 19
503 108.20 humidity 60 14400 < th dose independent rect. 17 3
567 108.42 humidity 50 14400 > th dose independent rect. 16 18
633 108.68 humidity 50 14400 < th dose independent rect. 17 17
651 108.75 humidity 60 14400 < th dose independent rect. 18 1
669 108.80 temperature 20 10 > th dose dependent rect. 22 23
685 108.88 humidity 70 14400 < th dose independent rect. 19 3
697 108.88 temperature 20 10 > th dose dependent rect. 7 23
698 108.88 temperature 30 30 < th dose dependent rect. 1 23
704 108.91 humidity 60 14400 > th dose independent rect. 18 5
710 108.93 humidity 60 14400 > th dose independent rect. 18 7
711 108.93 humidity 60 14400 > th dose independent rect. 18 9
769 109.12 humidity 60 14400 > th dose independent rect. 18 14
804 109.21 temperature 30 1440 < th dose dependent sin 23 NA
915 109.55 temperature 25 10 < th dose independent rect. 6 20