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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.

Os06g0522300

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

Description : Haem peroxidase family protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 3.03 (0.0442) R2 : 0.333
β1 : -0.957 (0.164) R2dD : 0.0491 R2D : 0.0117
β2 : -- (--) R2dC : -- R2C : --
β3 : 1.39 (0.143) R2dE : 0.143 R2E : 0.129
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -8.05 (0.729) R2dD*E : 0.181 R2D*E : 0.141
γ1 : -0.183 (0.0944) R2dN8 : 0.00739 R2N8 : -0.000202
σ : 0.827
deviance : 315.55
__
_____
C
peak time of C : --
E
wheather : temperature
threshold : 20.03
memory length : 18
response mode : > th
dose dependency : dose independent
G
type of G : rect.
peak or start time of G : 1.02
open length of G : 3

__

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
311.53 0.829 3.03 -0.945 0.212 1.3 -0.628 -7.68 -0.184 0.747 20 22 1.05 2.97
381.22 0.916 3.02 -0.746 0.223 1.23 -2.33 -- -0.18 2.82 19.98 14 1.09 2.93
312.97 0.824 3.03 -0.924 0.21 1.32 -- -8.01 -0.182 0.377 20 18 1.05 2.97
395.92 0.927 3.03 -0.692 0.224 1.27 -- -- -0.18 0.128 19.93 12 1.07 2.96
315.55 0.827 3.03 -0.957 -- 1.39 -- -8.05 -0.183 -- 20.03 18 1.02 3
423.22 0.964 3.03 -0.736 0.597 -- -2.25 -- -0.19 2.71 -- -- -- --
440.67 0.983 3.02 -0.681 0.587 -- -- -- -0.176 2.29 -- -- -- --
398.54 0.93 3.01 -0.672 -- 1.37 -- -- -0.155 -- 19.9 12 1.07 2.96
408.09 0.941 3.02 -- 0.213 1.24 -- -- -0.108 0.353 19.98 12 1.06 2.95
461.16 1 3.02 -0.656 -- -- -- -- -0.161 -- -- -- -- --
452.88 0.995 3 -- 0.574 -- -- -- -0.1 2.26 -- -- -- --
410.45 0.944 3 -- -- 1.36 -- -- -0.0808 -- 19.99 12 1.06 2.96
472.51 1.01 3 -- -- -- -- -- -0.0887 -- -- -- -- --

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
1 313.87 temperature 20.0 30 > th dose independent rect. 1 3
4 325.44 temperature 20.0 270 > th dose independent rect. 23 4
6 327.49 temperature 20.0 10 > th dose independent rect. 3 1
14 334.06 temperature 20.0 270 > th dose independent rect. 1 1
17 334.70 wind 1.0 90 < th dose independent rect. 23 5
26 339.35 temperature 20.0 30 > th dose independent rect. 20 8
42 341.93 temperature 20.0 30 > th dose independent rect. 12 16
57 344.73 wind 1.0 270 < th dose independent rect. 1 1
64 346.06 wind 1.0 90 < th dose independent rect. 9 19
84 348.20 wind 1.0 270 < th dose dependent rect. 23 3
104 350.55 temperature 15.0 30 > th dose dependent rect. 1 3
114 351.95 atmosphere 1010.0 90 < th dose dependent rect. 1 3
121 352.73 atmosphere 1010.0 270 < th dose dependent rect. 23 4
180 357.32 atmosphere 1005.0 720 > th dose independent rect. 21 2
194 358.00 precipitation 0.1 30 > th dose independent rect. 3 3
211 358.00 precipitation 0.1 30 > th dose dependent rect. 3 3
245 358.19 temperature 15.0 10 > th dose dependent rect. 3 1
252 358.61 atmosphere 1010.0 270 < th dose dependent rect. 1 1
255 358.71 humidity 90.0 30 > th dose independent rect. 24 4
258 358.85 radiation 1.0 1440 < th dose independent rect. 13 1
259 358.85 radiation 1.0 1440 < th dose dependent rect. 13 1
265 359.11 atmosphere 1005.0 720 > th dose independent rect. 19 5
279 359.53 temperature 20.0 90 > th dose independent sin 10 NA
280 359.54 radiation 1.0 1440 < th dose independent rect. 11 3
281 359.54 radiation 1.0 1440 < th dose dependent rect. 11 3
289 359.80 wind 7.0 4320 > th dose independent rect. 17 2
309 360.26 temperature 20.0 90 < th dose independent sin 11 NA
310 360.27 humidity 80.0 30 > th dose dependent rect. 1 3
317 360.70 radiation 1.0 1440 > th dose independent rect. 13 1
327 360.95 atmosphere 1005.0 720 < th dose independent rect. 21 1
358 361.56 radiation 20.0 1440 < th dose independent rect. 11 2
365 361.63 wind 7.0 4320 < th dose independent rect. 18 1
371 361.86 wind 7.0 4320 < th dose independent rect. 17 3
376 361.97 radiation 20.0 1440 < th dose dependent rect. 11 2
378 362.03 radiation 1.0 1440 > th dose independent rect. 10 5
379 362.03 wind 1.0 10 < th dose dependent rect. 23 5
392 362.40 atmosphere 1005.0 720 < th dose independent rect. 19 3
397 362.57 wind 7.0 4320 > th dose dependent rect. 17 2
399 362.61 wind 7.0 4320 > th dose independent rect. 15 6
440 363.50 wind 7.0 4320 < th dose independent rect. 15 6
448 363.56 temperature 20.0 90 < th dose independent rect. 19 14
451 363.63 temperature 20.0 90 < th dose independent rect. 21 12
453 363.70 temperature 20.0 90 < th dose independent rect. 19 10
456 363.74 temperature 20.0 90 < th dose independent rect. 21 8
458 363.79 radiation 30.0 43200 < th dose independent rect. 17 9
465 364.01 temperature 20.0 90 < th dose independent rect. 19 12
467 364.04 wind 1.0 10 < th dose independent rect. 3 1
470 364.12 temperature 20.0 90 < th dose independent rect. 21 10
494 364.47 wind 1.0 90 < th dose dependent rect. 9 19
498 364.59 wind 1.0 10 < th dose dependent rect. 8 20
529 364.95 wind 7.0 4320 > th dose independent rect. 15 10
547 365.22 temperature 15.0 270 > th dose dependent rect. 23 5
558 365.44 wind 1.0 90 > th dose independent sin 16 NA
577 365.72 wind 7.0 4320 > th dose dependent rect. 15 4
588 365.97 wind 7.0 4320 < th dose independent rect. 15 10
622 366.54 temperature 15.0 270 > th dose dependent rect. 1 1
635 366.67 wind 1.0 90 < th dose independent sin 16 NA
639 366.71 atmosphere 1005.0 270 < th dose independent rect. 23 2
783 368.61 wind 7.0 4320 > th dose dependent rect. 15 1
793 368.69 wind 5.0 270 > th dose independent rect. 21 7
837 369.07 wind 7.0 4320 > th dose dependent rect. 15 10
847 369.15 wind 5.0 720 > th dose independent rect. 15 11
880 369.43 wind 5.0 720 < th dose independent rect. 15 9
944 369.97 atmosphere 1010.0 30 < th dose dependent rect. 20 8
999 370.40 atmosphere 1005.0 270 < th dose independent rect. 21 6