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Os03g0179900

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

Description : Similar to Avr9/Cf-9 rapidly elicited protein 44 (Fragment).


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 7.73 (0.0292) R2 : 0.49
β1 : -- (--) R2dD : -- R2D : --
β2 : 1.64 (0.0773) R2dC : 0.588 R2C : 0.327
β3 : -1.06 (0.0959) R2dE : 0.166 R2E : -0.0969
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.0513 (0.062) R2dN8 : 0.00102 R2N8 : -0.00524
σ : 0.547
deviance : 138.11
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_____
C
peak time of C : 10.3
E
wheather : humidity
threshold : 70
memory length : 1103
response mode : > th
dose dependency : dose independent
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 independent, 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
122.64 0.52 7.72 -0.549 1.55 -1.04 0.986 -1.15 -0.0367 10.4 69.48 1161 -- --
125.01 0.521 7.74 -0.686 1.57 -1.07 0.793 -- -0.0647 10.4 69.85 1161 -- --
126.24 0.523 7.72 -0.546 1.54 -1.04 -- -0.741 -0.0433 10.4 69.48 1161 -- --
126.97 0.525 7.75 -0.66 1.62 -1.14 -- -- -0.134 10.3 70.31 1114 -- --
228.22 0.704 7.67 -0.377 -- -1.12 -- -0.911 0.237 -- 66 4418 -- --
167.21 0.606 7.73 -0.445 1.27 -- 0.537 -- 0.00168 10 -- -- -- --
168.33 0.608 7.73 -0.424 1.27 -- -- -- 0.00273 9.99 -- -- -- --
226.8 0.701 7.67 -0.347 -- -1.55 -- -- 0.312 -- 66 4455 -- --
138.11 0.547 7.73 -- 1.64 -1.06 -- -- -0.0513 10.3 70 1103 -- --
265.67 0.762 7.76 -0.439 -- -- -- -- 0.00201 -- -- -- -- --
173.07 0.615 7.72 -- 1.27 -- -- -- 0.0499 10 -- -- -- --
229.41 0.705 7.84 -- -- -1.48 -- -- -0.365 -- 72 8793 -- --
270.76 0.768 7.75 -- -- -- -- -- 0.0507 -- -- -- -- --

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
1 120.17 humidity 70.0 720 > th dose independent rect. 16 3
4 123.92 humidity 70.0 720 > th dose independent rect. 15 13
7 125.09 precipitation 0.1 43200 > th dose dependent rect. 19 2
13 125.62 humidity 70.0 720 > th dose independent rect. 16 18
15 125.78 humidity 70.0 14400 < th dose independent rect. 17 2
16 126.01 temperature 30.0 720 < th dose independent rect. 15 4
17 126.02 humidity 70.0 14400 < th dose dependent rect. 17 1
20 126.43 humidity 70.0 14400 < th dose dependent rect. 16 3
23 126.52 temperature 30.0 720 < th dose independent rect. 15 13
24 126.52 humidity 70.0 14400 < th dose independent rect. 17 15
26 126.55 humidity 60.0 4320 > th dose independent rect. 12 2
27 126.56 humidity 70.0 14400 < th dose dependent rect. 16 16
28 126.57 wind 3.0 14400 < th dose dependent rect. 3 2
40 126.64 humidity 90.0 14400 < th dose dependent rect. 17 1
56 127.04 humidity 50.0 14400 > th dose dependent rect. 17 1
59 127.11 humidity 60.0 14400 > th dose independent rect. 12 8
61 127.11 humidity 60.0 14400 > th dose independent rect. 12 12
62 127.11 humidity 60.0 14400 > th dose independent rect. 12 15
73 127.19 humidity 60.0 14400 > th dose independent sin 14 NA
74 127.20 humidity 70.0 14400 > th dose independent rect. 17 2
79 127.27 humidity 70.0 14400 < th dose dependent sin 12 NA
81 127.31 humidity 60.0 14400 > th dose independent rect. 12 4
132 127.57 humidity 50.0 720 > th dose dependent rect. 17 2
151 127.69 humidity 60.0 14400 < th dose independent sin 14 NA
169 127.87 humidity 60.0 14400 < th dose independent rect. 12 8
269 128.40 precipitation 0.1 14400 < th dose independent rect. 13 8
270 128.40 precipitation 0.1 14400 < th dose dependent rect. 13 8
274 128.45 humidity 60.0 14400 < th dose independent rect. 12 4
275 128.45 precipitation 0.1 14400 < th dose independent rect. 15 6
276 128.45 precipitation 0.1 14400 < th dose dependent rect. 15 6
280 128.47 humidity 70.0 14400 > th dose independent rect. 17 15
282 128.48 precipitation 0.1 14400 > th dose independent rect. 13 8
284 128.48 humidity 90.0 14400 < th dose dependent rect. 14 5
289 128.51 precipitation 0.1 43200 > th dose independent rect. 19 2
294 128.52 humidity 90.0 14400 < th dose dependent rect. 12 7
303 128.58 precipitation 0.1 14400 > th dose independent rect. 15 6
311 128.64 humidity 70.0 720 < th dose independent sin 15 NA
318 128.67 precipitation 0.1 43200 < th dose independent rect. 19 2
320 128.67 humidity 70.0 14400 > th dose independent rect. 17 7
321 128.67 humidity 70.0 14400 > th dose independent rect. 17 11
326 128.67 precipitation 0.1 43200 < th dose dependent rect. 19 2
356 128.73 humidity 70.0 720 < th dose independent rect. 15 18
413 128.89 humidity 70.0 1440 < th dose independent rect. 16 2
438 128.97 humidity 70.0 1440 < th dose independent rect. 15 4
496 129.08 humidity 50.0 14400 > th dose dependent rect. 12 7
520 129.13 humidity 60.0 14400 > th dose independent rect. 17 23
534 129.18 precipitation 0.1 14400 > th dose independent sin 20 NA
535 129.18 precipitation 0.1 14400 < th dose independent sin 20 NA
536 129.18 precipitation 0.1 14400 < th dose dependent sin 20 NA
618 129.28 humidity 60.0 14400 > th dose independent rect. 2 22
628 129.29 humidity 60.0 14400 > th dose independent no NA NA
688 129.30 precipitation 0.1 14400 > th dose dependent rect. 3 18
708 129.32 precipitation 0.1 14400 > th dose dependent rect. 13 7
771 129.49 precipitation 0.1 14400 > th dose dependent rect. 8 12
810 129.52 precipitation 0.1 14400 > th dose dependent rect. 6 14
820 129.56 precipitation 0.1 14400 > th dose dependent sin 23 NA
835 129.58 precipitation 0.1 14400 > th dose dependent rect. 3 21
836 129.59 humidity 70.0 720 > th dose independent sin 14 NA
846 129.61 humidity 70.0 1440 > th dose independent sin 12 NA
873 129.67 humidity 70.0 1440 < th dose independent rect. 15 22
889 129.68 precipitation 0.1 14400 > th dose dependent rect. 13 15
969 129.81 precipitation 0.1 43200 > th dose dependent rect. 17 4
991 129.85 precipitation 0.1 14400 > th dose dependent sin 17 NA