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Os06g0703500

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

Description : Similar to SBP-domain protein 5 (Fragment).


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 9.9 (0.0297) R2 : 0.838
β1 : -1.41 (0.109) R2dD : 0.0854 R2D : 0.143
β2 : 2.36 (0.0697) R2dC : 0.383 R2C : 0.388
β3 : -2.66 (0.102) R2dE : 0.3 R2E : 0.373
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.0255 (0.0656) R2dN8 : 0.00023 R2N8 : 0.0033
σ : 0.548
deviance : 138.24
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C
peak time of C : 23.1
E
wheather : radiation
threshold : 4.882
memory length : 47520
response mode : < th
dose dependency : dose dependent
G
type of G : rect.
peak or start time of G : 18.4
open length of G : 9.6

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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 = 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
138.03 0.552 10.3 0.0848 2.79 -4.03 1.45 -13.6 0.539 23.1 39.21 4320 18 9.2
153.18 0.576 9.87 -0.883 2.64 -3.12 0.285 -- 0.365 23.4 51.2 47520 18.5 8.06
142.86 0.557 10.3 -0.0737 2.66 -3.75 -- -12.8 0.514 23.1 26.91 4320 18 9.03
138.24 0.548 9.9 -1.41 2.36 -2.66 -- -- 0.0255 23.1 4.882 47520 18.4 9.6
519.09 1.07 9.78 -2.09 -- 1.27 -- -0.508 0.466 -- 26.91 4320 18 9.03
348.69 0.875 9.82 -2.17 2.33 -- 0.0813 -- 0.51 23.5 -- -- -- --
348.72 0.874 9.82 -2.17 2.33 -- -- -- 0.51 23.5 -- -- -- --
347.62 0.868 9.75 -2.46 -- 2.08 -- -- 0.603 -- 119.7 1567 16.4 12.8
178.04 0.621 9.86 -- 2.52 -3.01 -- -- 0.459 23 57.9 47520 18.4 9.62
688.43 1.23 9.76 -2.11 -- -- -- -- 0.535 -- -- -- -- --
472.65 1.02 9.76 -- 2.3 -- -- -- 0.751 23.5 -- -- -- --
473.74 1.01 9.69 -- -- 1.98 -- -- 0.813 -- 200.6 1582 16.3 12.8
805.36 1.32 9.71 -- -- -- -- -- 0.769 -- -- -- -- --

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
1 128.75 humidity 90 43200 < th dose independent rect. 20 1
3 130.98 humidity 90 43200 < th dose independent rect. 19 4
5 131.49 radiation 1 43200 > th dose independent rect. 18 11
6 131.77 radiation 1 43200 < th dose independent rect. 17 12
9 132.06 radiation 1 43200 < th dose independent rect. 17 10
15 132.12 radiation 1 43200 < th dose independent rect. 17 2
19 132.14 humidity 90 43200 > th dose independent rect. 22 1
22 132.27 radiation 1 43200 > th dose independent rect. 18 1
42 132.65 humidity 90 43200 < th dose independent rect. 22 1
67 134.30 humidity 90 43200 > th dose independent rect. 20 1
68 134.40 humidity 90 43200 > th dose independent rect. 19 4
80 134.58 radiation 1 14400 < th dose dependent rect. 17 18
81 134.66 humidity 80 43200 > th dose dependent rect. 18 1
83 134.84 humidity 90 43200 > th dose dependent rect. 19 4
93 135.25 humidity 90 43200 > th dose dependent rect. 21 1
126 136.32 radiation 1 14400 < th dose dependent sin 11 NA
134 136.51 radiation 1 14400 < th dose dependent rect. 17 2
136 136.51 radiation 1 14400 < th dose dependent rect. 17 6
145 136.60 humidity 90 43200 < th dose independent rect. 5 19
147 136.63 wind 5 43200 > th dose independent rect. 11 1
150 136.68 radiation 1 43200 < th dose dependent rect. 18 11
163 136.81 wind 5 43200 < th dose independent rect. 11 1
188 137.03 humidity 90 43200 < th dose independent rect. 8 16
228 137.57 humidity 90 43200 > th dose dependent rect. 5 6
243 137.72 radiation 1 14400 < th dose dependent rect. 5 2
248 137.77 humidity 90 43200 > th dose independent rect. 5 19
250 137.78 radiation 1 43200 < th dose independent sin 14 NA
253 137.86 radiation 1 43200 < th dose independent rect. 17 17
254 137.89 radiation 1 43200 < th dose independent rect. 16 19
269 138.05 radiation 1 14400 < th dose dependent rect. 5 5
281 138.13 radiation 40 4320 < th dose dependent rect. 18 9
282 138.13 radiation 1 14400 < th dose dependent rect. 5 18
285 138.14 radiation 1 14400 < th dose dependent rect. 5 14
292 138.17 radiation 1 43200 > th dose independent rect. 16 19
315 138.35 radiation 1 14400 < th dose dependent rect. 2 21
317 138.36 radiation 1 14400 < th dose dependent rect. 2 17
337 138.42 atmosphere 1005 43200 > th dose independent rect. 16 2
342 138.43 radiation 1 14400 < th dose dependent rect. 8 23
353 138.48 humidity 90 43200 > th dose independent rect. 5 6
359 138.49 radiation 1 14400 < th dose dependent rect. 22 21
375 138.51 radiation 1 14400 < th dose dependent no NA NA
390 138.58 wind 5 43200 > th dose independent rect. 10 4
396 138.63 atmosphere 1005 43200 < th dose independent rect. 17 1
415 138.73 radiation 1 14400 < th dose dependent rect. 2 9
416 138.73 radiation 1 14400 < th dose dependent rect. 8 15
421 138.74 radiation 1 14400 < th dose dependent rect. 8 11
451 138.89 wind 5 43200 < th dose independent rect. 10 4
459 138.92 humidity 90 43200 > th dose dependent rect. 5 19
469 138.98 radiation 1 14400 < th dose dependent rect. 2 5
471 138.98 radiation 1 14400 < th dose dependent rect. 8 19
472 138.99 radiation 1 43200 > th dose independent sin 13 NA
487 139.05 radiation 1 14400 < th dose dependent rect. 21 13
513 139.14 humidity 90 43200 > th dose independent rect. 4 8
526 139.23 radiation 1 14400 < th dose dependent rect. 21 10
535 139.28 radiation 1 43200 < th dose independent rect. 7 22
565 139.52 radiation 1 43200 < th dose independent rect. 7 18
572 139.54 radiation 1 43200 < th dose independent rect. 7 12
604 139.78 humidity 90 43200 > th dose independent rect. 8 16
617 139.84 radiation 1 43200 > th dose independent rect. 7 22
657 139.94 humidity 90 43200 > th dose independent rect. 5 2
676 140.05 radiation 1 43200 > th dose independent rect. 7 12
774 140.34 humidity 90 43200 > th dose dependent rect. 8 1
789 140.42 humidity 90 43200 > th dose independent rect. 9 2
802 140.53 humidity 90 43200 < th dose independent rect. 9 2
883 140.87 humidity 90 43200 < th dose independent sin 20 NA
902 140.94 wind 5 43200 > th dose independent rect. 8 7
949 141.11 radiation 1 14400 > th dose dependent rect. 18 1