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Os03g0421300

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

Description : Conserved hypothetical protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 6.77 (0.0274) R2 : 0.0326
β1 : -- (--) R2dD : -- R2D : --
β2 : -- (--) R2dC : -- R2C : --
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.226 (0.0577) R2dN8 : 0.0421 R2N8 : 0.0326
σ : 0.516
deviance : 122.21
__
_____
C
peak time of C : --
E
wheather : --
threshold : --
memory length : --
response mode : --
dose dependency : --
G
type of G : --
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
99.87 0.47 6.87 -0.452 0.522 1.5 -0.472 -16.3 0.262 15 29.97 256 -- --
102.49 0.472 6.77 0.489 0.424 -0.2 -0.583 -- 0.287 14.9 27.38 1266 -- --
100.54 0.467 6.87 -0.452 0.524 1.45 -- -16.2 0.252 15 29.82 238 -- --
103.14 0.473 6.76 0.465 0.446 -0.259 -- -- 0.281 14.9 27.58 3279 -- --
113.59 0.496 6.85 -0.442 -- 1.62 -- -14.7 0.235 -- 29.16 155 -- --
104.04 0.478 6.76 0.42 0.474 -- -0.626 -- 0.284 14.8 -- -- -- --
105.38 0.481 6.76 0.405 0.471 -- -- -- 0.281 14.7 -- -- -- --
114.84 0.499 6.76 0.482 -- -0.333 -- -- 0.266 -- 26.6 3307 -- --
108.74 0.486 6.78 -- 0.449 -0.17 -- -- 0.218 14.7 28.1 3279 -- --
118.31 0.508 6.76 0.384 -- -- -- -- 0.269 -- -- -- -- --
109.69 0.49 6.77 -- 0.463 -- -- -- 0.236 14.7 -- -- -- --
119.18 0.51 6.77 -- -- 0.374 -- -- 0.222 -- 26.2 2656 -- --
122.21 0.516 6.77 -- -- -- -- -- 0.226 -- -- -- -- --

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 98.30 wind 1.0 720 < th dose independent rect. 4 1
2 98.38 atmosphere 1015.0 270 < th dose dependent rect. 11 7
5 98.68 wind 9.0 30 < th dose dependent rect. 9 17
6 98.71 atmosphere 1005.0 30 > th dose independent rect. 2 7
8 98.76 temperature 30.0 270 < th dose independent rect. 5 9
9 98.78 atmosphere 995.0 30 > th dose independent rect. 9 17
14 98.82 wind 1.0 1440 > th dose independent rect. 4 1
26 99.04 atmosphere 995.0 30 > th dose dependent rect. 2 7
29 99.09 temperature 25.0 10 < th dose independent rect. 2 4
34 99.14 atmosphere 1010.0 30 < th dose independent rect. 2 7
37 99.18 atmosphere 1010.0 10 < th dose dependent rect. 12 8
44 99.23 wind 5.0 30 < th dose independent rect. 9 17
48 99.25 humidity 50.0 4320 > th dose independent rect. 3 7
60 99.31 radiation 1.0 90 < th dose dependent rect. 6 20
61 99.32 humidity 90.0 270 < th dose independent rect. 11 7
62 99.32 radiation 1.0 270 > th dose independent rect. 11 7
63 99.33 temperature 30.0 43200 > th dose dependent rect. 8 1
79 99.35 wind 9.0 30 < th dose dependent rect. 2 7
80 99.36 temperature 30.0 43200 > th dose independent rect. 8 1
97 99.37 temperature 30.0 43200 < th dose independent rect. 21 12
98 99.39 precipitation 0.1 30 < th dose independent rect. 2 7
100 99.39 precipitation 0.1 30 < th dose dependent rect. 2 7
103 99.41 radiation 1.0 270 > th dose independent rect. 11 18
117 99.43 temperature 10.0 1440 > th dose independent rect. 3 7
120 99.43 atmosphere 995.0 1440 > th dose independent rect. 3 7
121 99.43 temperature 10.0 1440 > th dose independent rect. 10 17
124 99.43 precipitation 0.1 30 < th dose independent rect. 2 18
125 99.43 humidity 70.0 270 > th dose independent rect. 5 20
128 99.43 precipitation 0.1 30 < th dose dependent rect. 2 18
129 99.44 temperature 30.0 43200 < th dose independent rect. 8 1
134 99.45 humidity 70.0 270 > th dose independent rect. 6 18
138 99.46 wind 9.0 30 < th dose independent rect. 2 7
139 99.46 temperature 10.0 30 > th dose independent rect. 2 7
141 99.46 temperature 20.0 270 > th dose independent rect. 11 7
142 99.46 temperature 30.0 30 < th dose independent rect. 2 7
143 99.46 humidity 50.0 30 > th dose independent rect. 2 7
145 99.46 atmosphere 995.0 30 > th dose independent rect. 2 7
148 99.46 temperature 10.0 30 > th dose independent rect. 9 17
150 99.46 wind 1.0 270 > th dose dependent rect. 10 8
153 99.47 radiation 1.0 90 < th dose independent rect. 6 20
159 99.48 atmosphere 1000.0 270 > th dose independent rect. 6 17
162 99.49 humidity 80.0 30 < th dose independent rect. 15 5
168 99.49 radiation 1.0 270 > th dose independent rect. 10 20
172 99.49 wind 7.0 30 < th dose dependent rect. 7 19
177 99.52 radiation 40.0 30 < th dose independent rect. 2 7
189 99.53 wind 1.0 270 > th dose dependent rect. 11 6
196 99.54 wind 5.0 270 < th dose independent rect. 6 14
198 99.54 radiation 1.0 1440 < th dose dependent rect. 21 6
200 99.55 temperature 10.0 10 > th dose independent rect. 20 6
202 99.55 temperature 30.0 10 < th dose independent rect. 20 6
204 99.55 humidity 50.0 10 > th dose independent rect. 20 6
210 99.55 atmosphere 995.0 10 > th dose independent rect. 20 6
212 99.55 radiation 1.0 10 < th dose independent rect. 20 6
224 99.55 temperature 10.0 10 > th dose independent rect. 2 18
228 99.55 atmosphere 1015.0 10 < th dose independent rect. 2 18
230 99.55 wind 1.0 30 > th dose independent rect. 20 19
232 99.55 radiation 1.0 10 < th dose dependent rect. 20 6
244 99.56 wind 9.0 10 < th dose independent rect. 20 6
246 99.56 temperature 10.0 1440 > th dose independent rect. 21 6
249 99.56 temperature 30.0 1440 < th dose independent rect. 21 6
253 99.56 humidity 50.0 1440 > th dose independent rect. 21 6
259 99.56 atmosphere 995.0 1440 > th dose independent rect. 21 6
260 99.56 radiation 1.0 1440 < th dose independent rect. 21 6
280 99.56 temperature 10.0 1440 > th dose independent rect. 3 18
287 99.56 radiation 30.0 14400 < th dose dependent rect. 21 6
290 99.57 precipitation 0.1 30 < th dose independent rect. 20 6
291 99.57 wind 5.0 270 > th dose independent rect. 24 18
292 99.57 wind 5.0 90 < th dose independent rect. 6 20
293 99.57 precipitation 0.1 30 < th dose dependent rect. 20 6
296 99.58 temperature 30.0 270 < th dose independent rect. 18 17
297 99.58 wind 9.0 30 < th dose independent rect. 2 18
300 99.59 humidity 60.0 270 > th dose independent rect. 5 9
307 99.60 precipitation 0.1 30 < th dose independent rect. 9 17
308 99.60 atmosphere 1010.0 270 < th dose dependent rect. 15 1
311 99.60 precipitation 0.1 30 < th dose dependent rect. 9 17
313 99.62 humidity 80.0 270 < th dose independent rect. 15 1
347 99.66 wind 3.0 90 > th dose dependent rect. 15 5
350 99.67 humidity 50.0 10 > th dose independent rect. 9 17
364 99.71 atmosphere 995.0 10 > th dose independent rect. 7 19
365 99.71 atmosphere 995.0 270 > th dose independent rect. 3 23
369 99.72 wind 3.0 90 > th dose independent rect. 11 9
373 99.72 wind 5.0 90 < th dose independent rect. 5 23
374 99.72 radiation 1.0 90 < th dose dependent rect. 12 14
376 99.73 wind 1.0 90 > th dose independent rect. 20 15
377 99.73 radiation 40.0 10 < th dose independent rect. 9 17
378 99.73 wind 5.0 270 < th dose independent rect. 16 19
387 99.74 temperature 30.0 43200 > th dose dependent rect. 18 1
409 99.75 wind 9.0 270 < th dose dependent rect. 6 15
416 99.76 wind 3.0 270 > th dose dependent rect. 24 18
419 99.77 radiation 1.0 270 < th dose independent rect. 12 13
425 99.77 temperature 30.0 30 < th dose independent rect. 9 17
430 99.78 wind 5.0 270 < th dose independent rect. 6 5
433 99.78 wind 1.0 720 < th dose dependent rect. 4 1
441 99.79 atmosphere 995.0 90 > th dose independent rect. 5 23
446 99.80 humidity 90.0 270 < th dose dependent rect. 11 6
448 99.80 temperature 10.0 30 > th dose dependent rect. 2 7
450 99.81 wind 1.0 270 > th dose independent rect. 11 6
458 99.82 humidity 80.0 270 < th dose independent rect. 14 3
462 99.82 temperature 30.0 270 > th dose dependent sin 1 NA
464 99.82 temperature 30.0 270 > th dose dependent rect. 10 6
490 99.83 radiation 10.0 270 < th dose dependent rect. 14 11
507 99.84 temperature 30.0 270 < th dose independent rect. 6 17
510 99.84 temperature 30.0 270 > th dose dependent rect. 15 23
511 99.85 atmosphere 995.0 270 > th dose independent rect. 17 8
518 99.86 wind 5.0 90 > th dose independent rect. 15 4
528 99.87 radiation 1.0 270 > th dose independent sin 19 NA
530 99.87 atmosphere 1010.0 30 < th dose independent rect. 2 5
538 99.87 wind 9.0 30 < th dose dependent rect. 20 6
546 99.88 humidity 50.0 30 > th dose independent rect. 2 18
547 99.88 temperature 30.0 270 < th dose independent rect. 5 20
550 99.88 temperature 10.0 270 > th dose dependent rect. 11 7
554 99.88 atmosphere 995.0 30 > th dose dependent rect. 9 17
578 99.90 humidity 90.0 10 > th dose independent rect. 2 4
600 99.91 temperature 30.0 30 > th dose dependent sin 16 NA
621 99.92 temperature 30.0 270 > th dose dependent no NA NA
777 99.94 radiation 40.0 270 < th dose independent rect. 17 18
805 99.97 temperature 20.0 270 > th dose independent rect. 14 3
807 99.97 wind 9.0 270 < th dose independent rect. 17 8
810 99.97 wind 9.0 270 < th dose dependent rect. 6 5
821 99.98 temperature 10.0 270 > th dose independent rect. 17 8
822 99.98 radiation 20.0 270 < th dose independent rect. 17 8
835 99.99 wind 5.0 90 < th dose independent rect. 9 2
836 99.99 atmosphere 1005.0 270 < th dose independent rect. 12 5
842 99.99 atmosphere 995.0 270 > th dose independent rect. 17 18
855 100.00 wind 1.0 270 > th dose independent rect. 13 15
859 100.00 temperature 30.0 90 < th dose independent rect. 5 23
862 100.00 radiation 40.0 10 < th dose dependent rect. 2 7
916 100.02 temperature 30.0 43200 < th dose independent rect. 18 9
917 100.02 temperature 30.0 270 < th dose independent rect. 6 14
923 100.02 temperature 30.0 270 < th dose independent rect. 14 21
930 100.03 atmosphere 1005.0 270 > th dose independent rect. 2 1
932 100.03 temperature 30.0 270 < th dose independent rect. 6 5
947 100.03 radiation 40.0 270 < th dose dependent rect. 17 8
956 100.04 temperature 20.0 270 > th dose independent rect. 15 1
957 100.04 temperature 30.0 43200 > th dose independent rect. 18 1
986 100.05 temperature 30.0 43200 < th dose independent rect. 18 7
992 100.05 wind 7.0 90 < th dose independent rect. 20 15