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Notice!
This gene did NOT pass the analysis criteria (log2(expression) > 5 in more than 80% of samples & normality of residuals was not rejected).
The modeling results may be unreliable.

Os11g0664100

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

Description :


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 3.3 (0.0478) R2 : 0.159
β1 : -- (--) R2dD : -- R2D : --
β2 : -- (--) R2dC : -- R2C : --
β3 : 3.26 (0.352) R2dE : 0.179 R2E : 0.136
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.305 (0.105) R2dN8 : 0.0225 R2N8 : -0.0204
σ : 0.886
deviance : 361.79
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_____
C
peak time of C : --
E
wheather : temperature
threshold : 25.02
memory length : 258
response mode : > th
dose dependency : dose independent
G
type of G : rect.
peak or start time of G : 0.866
open length of G : 4.16

__

Dependence on each variable

Residual plot

Process of the parameter reduction
(fixed parameters. wheather = temperature, response mode = > th, dose dependency = dose independent, 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
352.24 0.882 3.31 -0.364 0.22 3.55 0.0777 -7.98 -0.393 15.1 25 275 0.975 4.05
358.7 0.882 3.31 -0.169 0.202 3.5 0.208 -- -0.345 14.8 25.02 249 0.917 4.11
352.24 0.874 3.31 -0.363 0.222 3.52 -- -7.93 -0.395 15.1 25.01 275 0.964 4.06
358.76 0.882 3.3 -0.162 0.204 3.46 -- -- -0.336 15 25.01 251 0.85 4.15
354.78 0.877 3.31 -0.361 -- 3.38 -- -7.74 -0.376 -- 25.03 275 0.998 4.02
425.74 0.967 3.22 -0.116 0.235 -- -0.712 -- 0.00543 6.02 -- -- -- --
426.93 0.968 3.22 -0.121 0.233 -- -- -- 0.0085 6.5 -- -- -- --
361.04 0.885 3.3 -0.182 -- 3.32 -- -- -0.327 -- 25.01 258 0.883 4.15
359.39 0.883 3.3 -- 0.212 3.45 -- -- -0.325 14.7 25 252 0.819 4.18
429.76 0.969 3.23 -0.115 -- -- -- -- 0.0133 -- -- -- -- --
427.32 0.967 3.22 -- 0.232 -- -- -- 0.022 6.53 -- -- -- --
361.79 0.886 3.3 -- -- 3.26 -- -- -0.305 -- 25.02 258 0.866 4.16
430.11 0.968 3.22 -- -- -- -- -- 0.0261 -- -- -- -- --

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
1 352.47 temperature 25.0 270 > th dose independent rect. 1 4
2 355.71 temperature 25.0 270 > th dose independent rect. 2 2
3 357.81 temperature 25.0 270 > th dose dependent rect. 2 2
5 358.51 temperature 25.0 90 > th dose dependent rect. 4 1
6 358.57 temperature 25.0 10 > th dose dependent rect. 4 1
10 359.45 temperature 25.0 90 > th dose independent rect. 4 1
11 359.72 temperature 25.0 10 > th dose independent rect. 4 1
15 360.82 humidity 90.0 10 < th dose independent rect. 4 1
18 361.03 temperature 25.0 10 > th dose independent rect. 2 3
27 362.91 wind 1.0 30 > th dose dependent rect. 4 1
29 364.74 temperature 25.0 10 > th dose dependent rect. 2 3
37 366.05 humidity 90.0 90 < th dose dependent rect. 4 1
40 366.87 humidity 90.0 10 < th dose dependent rect. 4 1
50 367.91 atmosphere 1000.0 30 > th dose independent rect. 5 23
53 369.02 wind 1.0 30 > th dose independent rect. 4 1
62 372.92 atmosphere 1005.0 30 > th dose dependent rect. 4 1
72 373.92 atmosphere 1005.0 30 > th dose independent rect. 4 1
75 374.14 wind 5.0 30 < th dose dependent rect. 4 1
79 374.28 wind 5.0 30 < th dose independent rect. 4 1
85 374.48 temperature 10.0 30 > th dose dependent rect. 4 1
86 374.49 wind 7.0 1440 < th dose independent rect. 5 1
88 374.49 temperature 10.0 1440 > th dose independent rect. 5 1
91 374.49 temperature 30.0 1440 < th dose independent rect. 5 1
95 374.49 humidity 50.0 1440 > th dose independent rect. 5 1
104 374.49 atmosphere 995.0 1440 > th dose independent rect. 5 1
105 374.49 atmosphere 1015.0 1440 < th dose independent rect. 5 1
106 374.49 radiation 20.0 1440 < th dose independent rect. 5 1
115 374.49 temperature 10.0 1440 > th dose independent rect. 6 23
119 374.50 temperature 10.0 30 > th dose independent rect. 4 1
121 374.50 temperature 30.0 30 < th dose independent rect. 4 1
122 374.50 humidity 50.0 30 > th dose independent rect. 4 1
126 374.50 atmosphere 1010.0 30 < th dose independent rect. 4 1
128 374.50 radiation 1.0 30 < th dose independent rect. 4 1
133 374.50 temperature 10.0 30 > th dose independent rect. 5 23
134 374.50 radiation 1.0 30 < th dose dependent rect. 4 1
140 374.54 precipitation 0.1 30 < th dose independent rect. 4 1
141 374.54 precipitation 0.1 30 < th dose dependent rect. 4 1
144 374.62 humidity 50.0 30 > th dose dependent rect. 4 1
149 374.84 atmosphere 1015.0 30 < th dose dependent rect. 4 1
154 375.06 temperature 30.0 30 < th dose dependent rect. 4 1
194 376.99 precipitation 0.1 30 < th dose independent rect. 5 23
195 376.99 precipitation 0.1 30 < th dose dependent rect. 5 23
214 380.65 temperature 25.0 1440 < th dose independent rect. 23 6
217 380.94 humidity 50.0 30 > th dose independent rect. 5 23
222 381.44 temperature 25.0 1440 < th dose independent rect. 1 1
226 381.64 atmosphere 995.0 30 > th dose dependent rect. 5 23
237 382.80 temperature 25.0 1440 < th dose independent rect. 1 3
242 382.99 temperature 25.0 270 > th dose independent rect. 10 21
250 383.40 atmosphere 995.0 4320 > th dose independent rect. 15 2
257 383.66 atmosphere 995.0 4320 > th dose independent rect. 14 4
261 383.82 temperature 25.0 270 < th dose independent rect. 18 16
263 383.86 wind 9.0 30 < th dose independent rect. 5 23
302 385.08 temperature 25.0 270 < th dose independent rect. 13 22
314 385.42 temperature 25.0 270 < th dose independent rect. 17 21
316 385.46 atmosphere 995.0 4320 < th dose independent rect. 4 11
326 385.59 temperature 25.0 720 > th dose dependent rect. 23 3
339 385.76 atmosphere 995.0 4320 < th dose dependent rect. 3 13
341 385.80 atmosphere 995.0 4320 > th dose independent rect. 11 8
343 385.83 temperature 25.0 270 > th dose independent rect. 13 17
353 385.96 atmosphere 995.0 4320 > th dose independent rect. 11 10
357 385.99 atmosphere 995.0 4320 < th dose dependent rect. 18 22
363 386.06 atmosphere 995.0 4320 > th dose independent rect. 7 10
377 386.32 temperature 25.0 720 < th dose independent sin 10 NA
392 386.49 atmosphere 995.0 4320 < th dose independent rect. 15 1
410 386.62 temperature 25.0 270 < th dose independent rect. 8 23
411 386.63 atmosphere 995.0 4320 > th dose independent rect. 20 19
415 386.70 temperature 25.0 720 > th dose independent sin 10 NA
448 386.95 atmosphere 995.0 4320 > th dose independent rect. 1 14
465 387.00 atmosphere 995.0 4320 < th dose dependent rect. 15 1
525 387.35 atmosphere 995.0 4320 > th dose independent sin 6 NA
592 387.69 atmosphere 995.0 30 > th dose dependent rect. 5 21
618 387.91 temperature 25.0 4320 > th dose dependent rect. 24 1
619 387.92 temperature 25.0 270 < th dose independent no NA NA
647 388.16 atmosphere 995.0 4320 < th dose independent sin 6 NA
663 388.42 temperature 25.0 270 < th dose independent rect. 4 23
691 388.43 atmosphere 995.0 4320 < th dose dependent sin 4 NA
776 389.75 temperature 25.0 270 > th dose independent rect. 23 23
780 389.82 temperature 25.0 270 > th dose independent rect. 19 23
797 390.19 temperature 25.0 270 < th dose independent rect. 24 23
805 390.28 temperature 25.0 720 > th dose independent rect. 17 16
864 390.94 temperature 25.0 270 > th dose independent no NA NA
899 391.22 atmosphere 1005.0 270 > th dose independent rect. 5 17
908 391.31 atmosphere 995.0 10 > th dose dependent rect. 5 12
955 391.76 atmosphere 1000.0 30 > th dose independent rect. 5 21
978 391.93 atmosphere 1000.0 90 > th dose dependent rect. 5 18
987 392.02 atmosphere 1000.0 30 > th dose independent rect. 5 10