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Os03g0120400

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

Description : Heavy metal transport/detoxification protein domain containing protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 9.34 (0.0444) R2 : 0.796
β1 : -- (--) R2dD : -- R2D : --
β2 : 4.59 (0.114) R2dC : 0.741 R2C : 0.691
β3 : 1.51 (0.106) R2dE : 0.0923 R2E : 0.0475
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.548 (0.0937) R2dN8 : 0.0197 R2N8 : -0.000311
σ : 0.836
deviance : 318.82
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C
peak time of C : 19.8
E
wheather : humidity
threshold : 70.39
memory length : 6
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 = humidity, 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
311.83 0.83 9.34 0.248 4.62 1.57 1.2 -0.996 0.577 19.8 70.49 9 -- --
315.06 0.833 9.34 0.202 4.6 1.54 1.02 -- 0.57 19.8 70.39 6 -- --
315.45 0.834 9.34 0.209 4.6 1.54 -- -0.818 0.578 19.8 70.49 9 -- --
318.01 0.836 9.34 0.176 4.6 1.51 -- -- 0.567 19.8 70.39 6 -- --
1444.08 1.78 9.24 0.175 -- 1.43 -- -1.24 0.442 -- 61.74 4 -- --
371.53 0.904 9.38 0.211 4.55 -- 0.685 -- 0.409 20.8 -- -- -- --
373.1 0.905 9.38 0.187 4.55 -- -- -- 0.408 20.8 -- -- -- --
1447.85 1.78 9.24 0.135 -- 1.36 -- -- 0.45 -- 63.79 4 -- --
318.82 0.836 9.34 -- 4.59 1.51 -- -- 0.548 19.8 70.39 6 -- --
1551.14 1.84 9.25 0.184 -- -- -- -- 0.375 -- -- -- -- --
374.03 0.905 9.38 -- 4.55 -- -- -- 0.388 20.8 -- -- -- --
1448.33 1.78 9.24 -- -- 1.37 -- -- 0.435 -- 63.79 4 -- --
1552.03 1.84 9.26 -- -- -- -- -- 0.354 -- -- -- -- --

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
1 300.06 wind 3.0 14400 < th dose dependent rect. 1 2
2 301.06 wind 3.0 14400 < th dose dependent rect. 23 5
5 301.60 humidity 70.0 10 > th dose dependent rect. 24 17
17 303.26 temperature 20.0 270 > th dose independent rect. 22 7
21 303.91 wind 1.0 14400 > th dose independent rect. 1 1
23 304.46 humidity 70.0 10 > th dose dependent rect. 24 20
29 305.24 humidity 70.0 10 > th dose dependent rect. 7 23
47 307.05 humidity 70.0 10 > th dose dependent rect. 22 22
72 309.18 wind 1.0 14400 < th dose independent rect. 1 1
81 309.34 atmosphere 995.0 43200 < th dose dependent rect. 13 12
87 309.81 wind 1.0 14400 > th dose independent rect. 1 6
93 310.03 atmosphere 995.0 43200 > th dose independent rect. 21 19
100 310.34 atmosphere 995.0 43200 < th dose independent rect. 18 22
102 310.37 atmosphere 995.0 43200 < th dose independent rect. 21 19
117 310.88 atmosphere 995.0 43200 < th dose dependent rect. 12 15
122 311.01 wind 1.0 14400 < th dose independent rect. 1 6
131 311.19 humidity 70.0 10 > th dose dependent rect. 13 23
132 311.20 humidity 80.0 10 > th dose independent rect. 24 20
133 311.25 wind 1.0 14400 < th dose independent rect. 23 8
141 311.39 humidity 70.0 10 > th dose dependent rect. 19 23
143 311.43 wind 1.0 43200 < th dose dependent rect. 12 1
150 311.66 atmosphere 995.0 43200 < th dose dependent sin 16 NA
171 312.14 humidity 70.0 10 > th dose dependent no NA NA
175 312.19 wind 1.0 14400 > th dose independent rect. 21 9
181 312.26 humidity 70.0 10 > th dose dependent rect. 11 23
192 312.50 precipitation 0.1 14400 > th dose independent rect. 12 4
194 312.52 wind 1.0 43200 > th dose independent rect. 5 6
208 312.73 wind 3.0 43200 < th dose dependent rect. 7 1
210 312.78 wind 1.0 14400 > th dose independent rect. 3 4
222 312.88 wind 1.0 14400 < th dose independent rect. 3 4
227 313.02 atmosphere 995.0 43200 < th dose independent rect. 7 22
229 313.04 atmosphere 995.0 43200 < th dose independent no NA NA
230 313.04 precipitation 0.1 14400 > th dose independent rect. 15 1
236 313.04 precipitation 0.1 14400 > th dose dependent rect. 15 1
239 313.05 humidity 70.0 10 > th dose dependent rect. 15 23
254 313.14 wind 3.0 14400 < th dose dependent sin 10 NA
256 313.16 humidity 70.0 10 > th dose dependent rect. 9 23
257 313.19 precipitation 0.1 14400 < th dose independent rect. 13 3
258 313.19 precipitation 0.1 14400 < th dose dependent rect. 13 3
259 313.21 precipitation 0.1 14400 < th dose independent rect. 15 1
261 313.21 precipitation 0.1 14400 < th dose dependent rect. 15 1
266 313.28 wind 1.0 43200 < th dose independent rect. 5 6
277 313.36 wind 1.0 14400 < th dose independent rect. 19 11
285 313.51 atmosphere 995.0 43200 < th dose dependent rect. 12 20
293 313.64 atmosphere 995.0 43200 < th dose independent rect. 8 20
304 313.74 precipitation 0.1 14400 > th dose independent rect. 9 7
307 313.76 wind 1.0 43200 < th dose independent rect. 3 10
319 313.89 precipitation 0.1 14400 < th dose independent rect. 9 7
320 313.89 precipitation 0.1 14400 < th dose dependent rect. 9 7
336 314.06 wind 1.0 43200 < th dose independent rect. 1 13
361 314.25 precipitation 0.1 14400 > th dose dependent rect. 7 9
364 314.32 atmosphere 995.0 43200 > th dose independent rect. 7 22
375 314.40 atmosphere 995.0 43200 > th dose independent rect. 4 23
413 314.64 atmosphere 995.0 43200 < th dose independent rect. 9 18
424 314.74 humidity 70.0 10 > th dose dependent rect. 22 19
427 314.84 temperature 20.0 720 > th dose independent rect. 17 11
465 315.23 atmosphere 995.0 43200 > th dose independent no NA NA
474 315.29 radiation 20.0 30 < th dose dependent rect. 24 17
494 315.54 humidity 80.0 10 > th dose independent rect. 24 17
496 315.54 humidity 50.0 90 > th dose dependent rect. 13 16
528 315.84 wind 1.0 43200 < th dose dependent rect. 3 10
535 315.89 atmosphere 995.0 43200 > th dose independent sin 5 NA
567 316.19 atmosphere 995.0 43200 < th dose dependent rect. 14 9
631 316.70 temperature 20.0 270 > th dose independent rect. 24 2
644 316.80 wind 1.0 43200 > th dose independent rect. 1 12
678 317.11 temperature 20.0 90 > th dose independent rect. 13 16
737 317.53 humidity 60.0 10 > th dose dependent rect. 13 17
761 317.70 wind 1.0 43200 > th dose independent rect. 3 10
781 317.81 radiation 1.0 1440 > th dose independent rect. 9 4
802 317.91 wind 1.0 43200 < th dose dependent rect. 5 6
819 317.99 wind 1.0 43200 < th dose independent sin 5 NA
841 318.19 humidity 50.0 10 > th dose dependent sin 7 NA
846 318.29 wind 1.0 14400 > th dose independent sin 10 NA
862 318.36 wind 1.0 14400 > th dose dependent rect. 22 6
879 318.48 wind 3.0 14400 < th dose independent rect. 22 4
880 318.48 humidity 70.0 10 > th dose dependent sin 6 NA
895 318.56 wind 1.0 43200 < th dose dependent rect. 5 8
935 318.79 atmosphere 995.0 43200 > th dose independent rect. 12 23
995 319.10 temperature 20.0 720 > th dose independent sin 13 NA
998 319.11 radiation 1.0 1440 > th dose independent rect. 11 1