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Os09g0554000

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

Description : Similar to Mitochondrial phosphate transporter.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 9.32 (0.0403) R2 : 0.734
β1 : -1.1 (0.147) R2dD : 0.0338 R2D : 0.0236
β2 : 2.76 (0.0969) R2dC : 0.482 R2C : 0.524
β3 : -2.66 (0.164) R2dE : 0.156 R2E : 0.195
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.624 (0.086) R2dN8 : 0.0412 R2N8 : 0.008
σ : 0.752
deviance : 260.76
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C
peak time of C : 10.5
E
wheather : radiation
threshold : 3.236
memory length : 97
response mode : < th
dose dependency : dose dependent
G
type of G : sin
peak or start time of G : 19.4
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 = sin)

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
251.39 0.745 9.33 -1.13 2.75 -2.72 1.55 -0.1 -0.635 10.5 3.429 82 19.4 --
251.4 0.738 9.33 -1.13 2.75 -2.72 1.55 -- -0.635 10.5 3.429 82 19.4 --
260.61 0.752 9.32 -1.1 2.76 -2.66 -- -0.469 -0.624 10.6 3.269 95 19.4 --
260.76 0.752 9.32 -1.1 2.76 -2.66 -- -- -0.624 10.5 3.236 97 19.4 --
629.38 1.17 9.34 -1.38 -- -4.71 -- -4.58 -0.319 -- 0.9095 150 17.6 --
367.5 0.899 9.31 -1.12 2.98 -- 1.41 -- -0.512 11.6 -- -- -- --
376 0.908 9.3 -1.07 2.97 -- -- -- -0.506 11.6 -- -- -- --
649.06 1.19 9.4 -1.39 -- -4.51 -- -- -0.67 -- 0.99 113 17.7 --
291.32 0.795 9.3 -- 2.76 -2.69 -- -- -0.509 10.6 3.735 84 19.5 --
931.15 1.43 9.37 -1.15 -- -- -- -- -0.54 -- -- -- -- --
405.95 0.942 9.28 -- 2.98 -- -- -- -0.387 11.6 -- -- -- --
698.42 1.23 9.38 -- -- -4.06 -- -- -0.539 -- 1.371 92 17.9 --
965.94 1.45 9.34 -- -- -- -- -- -0.413 -- -- -- -- --

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
1 255.34 radiation 1.0 90 > th dose independent sin 1 NA
2 257.81 radiation 1.0 90 < th dose independent sin 1 NA
5 262.50 radiation 1.0 90 < th dose dependent sin 1 NA
6 264.59 humidity 80.0 10 > th dose dependent rect. 1 21
31 272.63 humidity 80.0 10 > th dose dependent rect. 3 17
43 274.64 radiation 1.0 270 < th dose independent rect. 24 19
54 275.86 radiation 1.0 270 < th dose dependent rect. 24 19
57 276.11 humidity 80.0 30 > th dose dependent rect. 1 15
62 276.41 radiation 10.0 90 < th dose dependent rect. 2 15
71 276.98 humidity 80.0 10 > th dose dependent rect. 3 15
74 277.08 radiation 1.0 90 < th dose independent rect. 3 16
82 277.42 radiation 1.0 270 < th dose dependent rect. 23 21
93 278.18 radiation 10.0 90 < th dose dependent rect. 23 23
100 278.48 humidity 80.0 10 > th dose dependent sin 3 NA
106 278.85 radiation 1.0 90 < th dose independent rect. 3 14
116 279.14 humidity 80.0 10 > th dose dependent rect. 3 13
179 281.53 radiation 10.0 10 < th dose dependent rect. 2 20
242 283.65 radiation 20.0 30 < th dose dependent rect. 12 21
292 284.58 radiation 1.0 270 > th dose independent rect. 17 22
458 287.59 precipitation 0.1 270 < th dose independent rect. 3 23
460 287.59 precipitation 0.1 270 < th dose dependent rect. 3 23
472 287.94 humidity 80.0 10 > th dose dependent rect. 1 8
509 288.61 humidity 80.0 10 > th dose dependent rect. 3 9
516 288.71 temperature 30.0 270 < th dose dependent rect. 20 4
555 289.26 temperature 30.0 270 < th dose dependent rect. 21 2
568 289.46 humidity 80.0 10 > th dose independent rect. 2 18
605 290.02 radiation 10.0 90 < th dose dependent rect. 2 7
623 290.24 radiation 1.0 90 > th dose independent rect. 4 12
646 290.29 temperature 20.0 30 > th dose independent rect. 16 14
649 290.35 radiation 10.0 90 < th dose dependent no NA NA
653 290.38 precipitation 0.1 270 < th dose independent rect. 5 19
654 290.38 precipitation 0.1 270 < th dose dependent rect. 5 19
700 291.02 humidity 80.0 10 > th dose independent rect. 1 21
702 291.02 radiation 10.0 90 < th dose dependent rect. 15 23
791 292.03 radiation 20.0 10 < th dose dependent rect. 13 17
801 292.12 radiation 10.0 90 < th dose dependent rect. 7 23
842 292.53 humidity 60.0 270 > th dose dependent rect. 24 5
890 293.08 humidity 80.0 270 > th dose independent rect. 24 5
969 293.90 humidity 60.0 14400 > th dose independent rect. 21 6