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Os07g0516200

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

Description : Similar to Endoribonuclease, L-PSP family.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 8.94 (0.0188) R2 : 0.675
β1 : -- (--) R2dD : -- R2D : --
β2 : 0.75 (0.0541) R2dC : 0.169 R2C : 0.346
β3 : 1.37 (0.0751) R2dE : 0.292 R2E : 0.436
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.319 (0.0399) R2dN8 : 0.0598 R2N8 : 0.0263
σ : 0.353
deviance : 57.55
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C
peak time of C : 19.2
E
wheather : temperature
threshold : 24.79
memory length : 193
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
51.79 0.338 8.91 0.567 0.835 1.14 0.426 0.937 -0.224 19 24.9 166 -- --
52.13 0.336 8.92 0.466 0.809 1.23 0.469 -- -0.263 19 24.91 165 -- --
52.22 0.337 8.91 0.589 0.833 1.14 -- 1.21 -0.214 19 24.93 165 -- --
52.74 0.338 8.92 0.436 0.806 1.26 -- -- -0.255 19 24.92 184 -- --
72.04 0.395 8.92 0.255 -- 1.83 -- -0.238 -0.342 -- 24.69 316 -- --
75.79 0.408 8.91 0.655 1.26 -- 1.08 -- -0.161 18 -- -- -- --
78.63 0.415 8.91 0.646 1.27 -- -- -- -0.157 18 -- -- -- --
71.88 0.395 8.92 0.328 -- 1.77 -- -- -0.33 -- 24.7 340 -- --
57.55 0.353 8.94 -- 0.75 1.37 -- -- -0.319 19.2 24.79 193 -- --
162.21 0.595 8.89 0.608 -- -- -- -- -0.186 -- -- -- -- --
89.62 0.443 8.92 -- 1.26 -- -- -- -0.229 18 -- -- -- --
74.62 0.402 8.93 -- -- 1.81 -- -- -0.376 -- 24.61 345 -- --
171.97 0.612 8.9 -- -- -- -- -- -0.254 -- -- -- -- --

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 48.39 temperature 30 720 < th dose dependent rect. 7 8
8 49.69 temperature 20 720 > th dose dependent rect. 7 7
12 49.96 humidity 60 720 > th dose dependent rect. 8 8
45 51.00 humidity 90 720 < th dose dependent rect. 9 6
49 51.07 humidity 60 720 > th dose dependent sin 1 NA
66 51.31 humidity 90 720 < th dose dependent rect. 23 17
83 51.50 temperature 25 90 > th dose dependent rect. 9 14
99 51.63 temperature 25 90 > th dose dependent rect. 9 22
107 51.70 humidity 90 720 < th dose dependent sin 2 NA
108 51.70 temperature 25 270 > th dose dependent rect. 16 23
121 51.78 temperature 25 90 > th dose dependent rect. 5 18
136 51.86 humidity 80 720 < th dose independent rect. 8 9
151 51.93 humidity 80 720 > th dose independent rect. 7 10
155 51.93 temperature 20 270 > th dose dependent rect. 7 13
208 52.06 humidity 60 720 > th dose dependent rect. 1 17
238 52.14 temperature 25 270 > th dose dependent sin 1 NA
274 52.26 humidity 60 1440 > th dose dependent rect. 11 2
284 52.28 temperature 25 90 > th dose dependent no NA NA
550 52.92 humidity 80 720 > th dose independent sin 1 NA
567 52.95 humidity 80 720 < th dose independent sin 1 NA
646 53.12 temperature 25 720 > th dose dependent sin 5 NA
890 53.64 humidity 70 720 > th dose independent rect. 24 17
966 53.81 radiation 40 720 > th dose independent sin 6 NA
998 53.86 radiation 40 720 > th dose independent rect. 14 23