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Os01g0952600

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

Description : Similar to LacZ (Fragment).


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 10.3 (0.0252) R2 : 0.646
β1 : -- (--) R2dD : -- R2D : --
β2 : 1.7 (0.0609) R2dC : 0.608 R2C : 0.593
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.386 (0.053) R2dN8 : 0.0531 R2N8 : 0.0386
σ : 0.475
deviance : 103.24
__
_____
C
peak time of C : 22.4
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 = precipitation, 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
82.43 0.427 10.3 0.346 1.69 -0.139 -0.234 -3.64 0.461 22.3 0.03773 4445 -- --
91.2 0.445 10.3 0.545 1.69 -0.295 -0.186 -- 0.467 22.4 1.357 7170 -- --
81.66 0.421 10.3 0.314 1.72 -0.0686 -- -3.62 0.425 22.3 0.2417 5593 -- --
89.91 0.442 10.3 0.57 1.69 -0.378 -- -- 0.543 22.4 1.499 13945 -- --
256.11 0.745 10.2 0.414 -- -0.0466 -- -3.33 0.45 -- 0.7142 4837 -- --
94.13 0.455 10.3 0.572 1.7 -- -0.225 -- 0.45 22.4 -- -- -- --
94.34 0.455 10.3 0.581 1.7 -- -- -- 0.451 22.3 -- -- -- --
260.77 0.752 10.3 0.373 -- -0.855 -- -- 0.509 -- 2.062 2004 -- --
97.04 0.459 10.3 -- 1.66 -0.443 -- -- 0.507 22.4 2.342 19813 -- --
269.99 0.768 10.3 0.608 -- -- -- -- 0.456 -- -- -- -- --
103.24 0.475 10.3 -- 1.7 -- -- -- 0.386 22.4 -- -- -- --
264.19 0.757 10.3 -- -- -1.02 -- -- 0.529 -- 4.186 2080 -- --
279.74 0.781 10.3 -- -- -- -- -- 0.389 -- -- -- -- --

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 76.13 wind 9.0 14400 < th dose independent rect. 7 4
4 76.93 precipitation 0.1 4320 < th dose independent rect. 22 19
5 76.93 precipitation 0.1 4320 < th dose dependent rect. 22 19
7 76.99 precipitation 0.1 4320 > th dose independent rect. 22 19
11 77.15 wind 9.0 14400 > th dose independent rect. 7 4
13 77.23 precipitation 0.1 4320 > th dose dependent rect. 22 19
14 77.34 wind 9.0 14400 > th dose independent rect. 9 2
16 77.36 precipitation 0.1 4320 < th dose independent rect. 2 15
17 77.36 precipitation 0.1 4320 < th dose dependent rect. 2 15
19 77.41 precipitation 0.1 4320 > th dose independent rect. 2 15
28 77.56 wind 3.0 14400 < th dose independent rect. 1 3
29 77.64 precipitation 0.1 4320 > th dose dependent rect. 2 15
30 77.65 wind 3.0 14400 < th dose independent rect. 22 6
40 77.94 wind 3.0 43200 < th dose dependent rect. 23 5
55 78.15 wind 3.0 14400 > th dose independent rect. 22 6
58 78.19 wind 1.0 14400 > th dose dependent rect. 2 1
64 78.30 wind 3.0 14400 > th dose independent rect. 1 3
68 78.38 precipitation 0.1 14400 < th dose independent rect. 17 1
69 78.38 precipitation 0.1 14400 < th dose dependent rect. 17 1
73 78.44 wind 7.0 14400 > th dose dependent rect. 10 3
76 78.48 wind 3.0 43200 < th dose dependent rect. 1 2
81 78.52 precipitation 0.1 14400 > th dose independent rect. 17 1
85 78.54 precipitation 0.1 14400 > th dose independent rect. 13 3
86 78.59 precipitation 0.1 14400 < th dose independent rect. 13 3
88 78.59 precipitation 0.1 14400 < th dose dependent rect. 13 3
106 78.77 humidity 80.0 14400 > th dose independent rect. 13 3
130 78.92 precipitation 0.1 4320 < th dose independent sin 5 NA
131 78.92 precipitation 0.1 4320 < th dose dependent sin 5 NA
148 79.08 precipitation 0.1 14400 > th dose dependent rect. 4 2
153 79.10 precipitation 0.1 14400 > th dose dependent rect. 14 2
154 79.10 precipitation 0.1 14400 > th dose dependent rect. 12 4
155 79.11 precipitation 0.1 4320 > th dose independent sin 5 NA
161 79.16 wind 1.0 14400 > th dose dependent rect. 1 3
163 79.17 precipitation 0.1 14400 > th dose dependent rect. 17 1
165 79.19 precipitation 0.1 270 < th dose independent sin 5 NA
166 79.19 precipitation 0.1 270 < th dose dependent sin 5 NA
167 79.19 humidity 80.0 14400 > th dose dependent rect. 13 2
188 79.30 precipitation 0.1 4320 > th dose dependent sin 6 NA
192 79.31 precipitation 0.1 14400 > th dose independent rect. 4 2
214 79.39 precipitation 0.1 14400 < th dose independent rect. 4 2
216 79.39 precipitation 0.1 14400 < th dose dependent rect. 4 2
226 79.43 precipitation 0.1 4320 < th dose independent rect. 19 22
227 79.43 precipitation 0.1 4320 < th dose dependent rect. 19 22
229 79.46 precipitation 0.1 4320 > th dose independent rect. 19 22
256 79.54 precipitation 0.1 4320 > th dose dependent rect. 6 11
290 79.69 precipitation 0.1 4320 > th dose independent rect. 7 10
314 79.78 precipitation 0.1 4320 < th dose independent rect. 6 11
315 79.78 precipitation 0.1 4320 < th dose dependent rect. 6 11
316 79.79 wind 7.0 14400 > th dose dependent rect. 5 8
334 79.87 humidity 80.0 1440 > th dose dependent rect. 3 12
337 79.89 humidity 80.0 14400 < th dose independent rect. 14 1
373 80.05 humidity 70.0 1440 > th dose dependent rect. 3 6
386 80.12 humidity 50.0 1440 > th dose dependent rect. 3 6
399 80.17 humidity 50.0 1440 > th dose dependent rect. 5 3
424 80.24 precipitation 0.1 14400 > th dose independent rect. 19 1
427 80.25 precipitation 0.1 14400 < th dose independent rect. 19 1
428 80.25 precipitation 0.1 14400 < th dose dependent rect. 19 1
446 80.30 precipitation 0.1 14400 > th dose independent rect. 4 4
475 80.40 precipitation 0.1 14400 < th dose independent rect. 4 4
476 80.40 precipitation 0.1 14400 < th dose dependent rect. 4 4
505 80.49 humidity 90.0 1440 > th dose independent rect. 5 3
557 80.62 precipitation 0.1 14400 > th dose dependent rect. 19 1
569 80.65 humidity 70.0 1440 > th dose dependent sin 5 NA
607 80.74 wind 9.0 14400 < th dose independent rect. 24 13
613 80.75 humidity 80.0 1440 > th dose dependent sin 3 NA
625 80.78 precipitation 0.1 270 > th dose independent rect. 20 13
764 81.06 humidity 90.0 1440 < th dose independent rect. 5 3
799 81.12 precipitation 0.1 270 > th dose dependent rect. 20 13
815 81.16 precipitation 0.1 720 < th dose independent sin 9 NA
819 81.16 precipitation 0.1 720 < th dose dependent sin 9 NA
832 81.18 humidity 80.0 1440 < th dose independent rect. 24 15
854 81.21 wind 3.0 14400 < th dose independent sin 9 NA
911 81.29 precipitation 0.1 270 > th dose independent sin 9 NA
917 81.29 humidity 90.0 1440 < th dose dependent rect. 5 3
922 81.30 humidity 80.0 1440 > th dose independent rect. 1 14
968 81.37 wind 3.0 14400 > th dose independent sin 9 NA