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Os01g0901900

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

Description : Nucleic acid-binding, OB-fold domain containing protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 12.9 (0.0338) R2 : 0.852
β1 : 2.47 (0.124) R2dD : 0.139 R2D : 0.144
β2 : 3.73 (0.0837) R2dC : 0.669 R2C : 0.577
β3 : 1.87 (0.109) R2dE : 0.103 R2E : 0.0477
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.467 (0.0728) R2dN8 : 0.0195 R2N8 : 0.00464
σ : 0.629
deviance : 182.44
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C
peak time of C : 21.5
E
wheather : temperature
threshold : 25.5
memory length : 371
response mode : > th
dose dependency : dose independent
G
type of G : rect.
peak or start time of G : 8.12
open length of G : 6.28

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Dependence on each variable

Residual plot

Process of the parameter reduction
(fixed parameters. wheather = temperature, response mode = > th, dose dependency = dose independent, type of G = rect.)

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
181.67 0.633 12.9 2.6 3.78 1.68 -0.253 0.95 0.505 21.5 25.5 312 8.13 6.97
182.91 0.63 12.9 2.57 3.76 1.68 -0.337 -- 0.494 21.4 25.5 316 8.27 6.8
181.7 0.628 12.9 2.63 3.77 1.71 -- 1.01 0.514 21.4 25.5 321 8.22 6.77
182.44 0.629 12.9 2.47 3.73 1.87 -- -- 0.467 21.5 25.5 371 8.12 6.28
246.98 0.732 12.8 2.24 -- 3.52 -- -1.29 0.573 -- -20.77 857 9.42 7.64
244.29 0.733 12.9 2.77 3.73 -- -0.472 -- 0.704 20.4 -- -- -- --
245 0.733 12.9 2.78 3.73 -- -- -- 0.704 20.4 -- -- -- --
233.77 0.712 12.8 2.77 -- 3.64 -- -- 0.714 -- -32.55 831 9.53 7.86
339.88 0.859 13 -- 3.82 2.19 -- -- 0.41 21.7 25.47 464 8.3 4.7
1020.9 1.49 12.8 2.76 -- -- -- -- 0.666 -- -- -- -- --
449.06 0.991 12.9 -- 3.72 -- -- -- 0.394 20.5 -- -- -- --
436.53 0.973 12.8 -- -- 3.73 -- -- 0.447 -- -24.63 842 9.32 8.23
1222.28 1.63 12.8 -- -- -- -- -- 0.359 -- -- -- -- --

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
1 187.22 temperature 25 270 > th dose independent rect. 8 7
7 192.49 temperature 20 270 > th dose dependent rect. 8 7
12 195.16 temperature 25 270 > th dose dependent rect. 9 4
33 199.44 temperature 25 270 > th dose dependent rect. 10 1
46 200.68 temperature 25 720 < th dose independent rect. 8 3
68 202.25 temperature 25 270 > th dose dependent sin 4 NA
70 202.26 temperature 25 10 > th dose dependent rect. 10 7
132 205.20 temperature 25 10 > th dose independent rect. 10 9
138 205.44 temperature 25 270 > th dose independent sin 1 NA
147 205.74 temperature 25 10 > th dose independent rect. 10 7
204 207.73 temperature 30 90 < th dose dependent rect. 23 7
210 207.88 temperature 25 270 < th dose independent rect. 4 9
263 208.86 temperature 20 10 > th dose dependent rect. 20 13
290 209.32 temperature 20 30 > th dose independent rect. 4 8
293 209.41 temperature 25 270 < th dose independent sin 1 NA
296 209.46 temperature 25 720 < th dose dependent rect. 8 1
325 210.01 temperature 25 30 < th dose independent rect. 22 10
337 210.08 temperature 25 90 < th dose dependent rect. 23 10
338 210.12 humidity 90 30 < th dose independent rect. 6 6
348 210.29 temperature 25 270 < th dose independent rect. 4 15
425 211.13 radiation 40 270 > th dose dependent sin 7 NA
450 211.45 temperature 25 270 < th dose independent rect. 8 11
461 211.61 temperature 25 10 < th dose dependent sin 6 NA
478 211.76 radiation 40 270 > th dose dependent rect. 10 1
515 212.03 radiation 40 270 > th dose dependent rect. 14 23
546 212.26 temperature 30 10 < th dose independent rect. 6 8
549 212.27 radiation 40 270 > th dose dependent rect. 8 5
600 212.60 temperature 20 90 > th dose dependent rect. 4 5
608 212.66 temperature 25 30 > th dose independent rect. 4 5
615 212.74 temperature 25 30 > th dose independent rect. 24 9
620 212.78 temperature 25 30 > th dose independent rect. 20 13
680 213.29 temperature 20 30 > th dose independent rect. 6 6
714 213.59 radiation 40 270 > th dose dependent no NA NA
945 214.01 humidity 90 30 < th dose independent rect. 4 8
951 214.10 temperature 20 90 < th dose independent sin 6 NA
955 214.14 radiation 40 270 < th dose independent rect. 1 23
998 214.53 temperature 25 30 > th dose independent rect. 22 11