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Os09g0504900

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

Description : Hypothetical protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 5.76 (0.027) R2 : 0.161
β1 : -- (--) R2dD : -- R2D : --
β2 : -- (--) R2dC : -- R2C : --
β3 : 0.912 (0.101) R2dE : 0.157 R2E : 0.112
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.258 (0.058) R2dN8 : 0.0493 R2N8 : 0.00389
σ : 0.505
deviance : 117.43
__
_____
C
peak time of C : --
E
wheather : humidity
threshold : 74.92
memory length : 2745
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
102.58 0.476 5.75 0.538 0.394 0.927 0.704 -0.532 0.342 16.7 74.99 2826 -- --
102.96 0.473 5.75 0.486 0.39 0.891 0.698 -- 0.332 16.7 74.99 2824 -- --
103.84 0.475 5.75 0.541 0.401 0.938 -- -0.486 0.35 16.9 75 2832 -- --
104.14 0.475 5.76 0.467 0.398 0.884 -- -- 0.324 17.1 74.72 2822 -- --
111.58 0.492 5.74 0.528 -- 1 -- -0.409 0.333 -- 74.8 2723 -- --
121.64 0.517 5.79 0.401 0.441 -- 0.869 -- 0.192 16.4 -- -- -- --
123.6 0.521 5.78 0.408 0.451 -- -- -- 0.197 16.7 -- -- -- --
111.75 0.492 5.75 0.466 -- 0.95 -- -- 0.311 -- 74.55 2718 -- --
109.87 0.488 5.77 -- 0.395 0.85 -- -- 0.267 17 75 2829 -- --
134.36 0.542 5.78 0.391 -- -- -- -- 0.185 -- -- -- -- --
127.98 0.529 5.79 -- 0.443 -- -- -- 0.152 16.8 -- -- -- --
117.43 0.505 5.76 -- -- 0.912 -- -- 0.258 -- 74.92 2745 -- --
138.39 0.549 5.79 -- -- -- -- -- 0.142 -- -- -- -- --

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 98.11 humidity 90 90 < th dose dependent rect. 2 2
4 98.82 humidity 90 90 < th dose independent rect. 3 1
7 99.18 humidity 80 90 < th dose independent rect. 2 3
13 99.24 humidity 90 10 < th dose dependent rect. 3 1
15 99.42 humidity 90 10 < th dose independent rect. 3 1
33 102.59 humidity 80 90 < th dose dependent rect. 24 5
34 102.60 humidity 80 90 < th dose independent rect. 24 5
49 103.77 humidity 80 1440 < th dose independent rect. 6 8
55 104.20 humidity 80 1440 > th dose independent rect. 6 8
63 104.44 humidity 70 1440 > th dose dependent rect. 6 8
68 104.60 atmosphere 1005 10 > th dose dependent rect. 3 1
81 104.98 humidity 70 720 > th dose independent rect. 15 12
102 105.29 humidity 60 1440 > th dose dependent rect. 11 2
103 105.31 humidity 80 1440 < th dose independent sin 3 NA
107 105.32 humidity 70 720 > th dose independent rect. 15 5
116 105.44 humidity 70 1440 > th dose dependent rect. 9 5
117 105.44 humidity 50 1440 > th dose dependent rect. 4 15
122 105.47 humidity 50 1440 > th dose dependent sin 2 NA
138 105.57 humidity 50 1440 > th dose dependent rect. 4 20
147 105.61 humidity 80 1440 > th dose independent sin 2 NA
164 105.70 humidity 80 1440 > th dose independent rect. 9 5
170 105.71 humidity 50 720 > th dose dependent rect. 16 9
191 105.78 humidity 90 1440 < th dose dependent rect. 4 15
192 105.78 humidity 70 4320 < th dose dependent rect. 16 16
194 105.79 humidity 80 1440 < th dose independent rect. 9 5
195 105.79 humidity 70 4320 < th dose dependent rect. 16 4
219 105.84 humidity 90 1440 < th dose dependent sin 2 NA
221 105.84 humidity 90 1440 < th dose dependent rect. 4 11
223 105.84 humidity 90 1440 < th dose dependent rect. 4 20
273 105.94 humidity 50 1440 > th dose dependent rect. 22 21
314 105.99 humidity 60 4320 < th dose dependent sin 12 NA
338 106.03 humidity 90 1440 < th dose dependent rect. 16 22
381 106.07 humidity 90 1440 < th dose dependent rect. 22 21
400 106.10 humidity 50 1440 > th dose dependent rect. 16 22
401 106.11 humidity 80 1440 < th dose independent rect. 10 3
487 106.22 humidity 50 1440 > th dose dependent no NA NA
514 106.28 humidity 90 1440 < th dose dependent no NA NA
526 106.30 humidity 70 720 > th dose independent sin 14 NA
533 106.30 humidity 50 1440 > th dose dependent rect. 9 23
534 106.31 humidity 70 4320 < th dose independent rect. 18 14
552 106.33 humidity 80 1440 > th dose independent rect. 10 3
575 106.34 humidity 80 1440 < th dose dependent rect. 10 22
578 106.35 humidity 90 1440 < th dose dependent rect. 11 2
719 106.52 humidity 80 1440 < th dose independent rect. 6 15
746 106.55 humidity 70 4320 < th dose independent rect. 18 2
771 106.56 humidity 70 1440 > th dose independent rect. 17 20
831 106.61 humidity 80 1440 > th dose independent rect. 6 16
873 106.66 humidity 80 1440 < th dose dependent rect. 10 18
879 106.67 humidity 80 1440 < th dose dependent rect. 10 12
947 106.74 humidity 70 720 > th dose independent rect. 15 18