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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.

Os07g0643000

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

Description : Esterase/lipase/thioesterase domain containing protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 5.8 (0.0542) R2 : 0.572
β1 : -- (--) R2dD : -- R2D : --
β2 : -- (--) R2dC : -- R2C : --
β3 : -4.47 (0.197) R2dE : 0.61 R2E : 0.567
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.225 (0.124) R2dN8 : 0.0053 R2N8 : -0.0381
σ : 0.99
deviance : 451.98
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C
peak time of C : --
E
wheather : radiation
threshold : 1.98
memory length : 26733
response mode : > th
dose dependency : dose independent
G
type of G : rect.
peak or start time of G : 10.2
open length of G : 16.5

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Dependence on each variable

Residual plot

Process of the parameter reduction
(fixed parameters. wheather = radiation, 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
423.85 0.967 5.82 -2.24 1.4 -3.27 -1.22 -4.92 -0.232 8.45 1.139 24570 16 14
437.8 0.975 5.77 -1.16 1.53 -3.91 -1.28 -- 0.202 8.28 1.512 25933 16.3 14
423.16 0.958 5.82 -2.23 1.33 -3.17 -- -4.73 -0.224 8.25 1.191 25184 16.3 14
439.45 0.976 5.76 -1.08 1.42 -4.01 -- -- 0.192 8.2 1.51 25946 16.3 14.1
447.01 0.985 5.82 -0.437 -- -4.62 -- -3.75 0.121 -- 1.41 25268 10.2 16.3
821.49 1.34 6.02 -1.18 1.44 -- -1.11 -- -1.11 8.72 -- -- -- --
825.57 1.35 6.02 -1.21 1.44 -- -- -- -1.11 8.73 -- -- -- --
454.83 0.993 5.81 0.173 -- -4.41 -- -- 0.312 -- 1.88 26743 10.3 16.3
447.56 0.985 5.72 -- 1.46 -3.79 -- -- 0.299 8.1 1.381 28830 16.4 15.1
942.79 1.43 6.05 -1.21 -- -- -- -- -1.1 -- -- -- -- --
864.37 1.38 5.98 -- 1.44 -- -- -- -0.977 8.79 -- -- -- --
451.98 0.99 5.8 -- -- -4.47 -- -- 0.225 -- 1.98 26733 10.2 16.5
981.46 1.46 6.02 -- -- -- -- -- -0.967 -- -- -- -- --

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
1 425.20 humidity 80.0 43200 > th dose independent rect. 14 4
3 426.51 humidity 80.0 43200 < th dose independent rect. 16 1
4 426.84 humidity 80.0 43200 < th dose independent rect. 14 4
5 427.09 humidity 80.0 43200 > th dose independent rect. 13 6
6 427.29 humidity 80.0 43200 > th dose independent rect. 16 1
21 431.16 humidity 80.0 43200 > th dose dependent rect. 18 1
25 431.94 humidity 80.0 43200 > th dose dependent rect. 16 6
29 432.06 humidity 80.0 43200 > th dose dependent rect. 14 8
33 432.24 humidity 80.0 43200 > th dose dependent rect. 16 4
52 433.25 humidity 90.0 43200 < th dose independent rect. 21 1
62 434.07 humidity 90.0 43200 > th dose independent rect. 20 1
98 435.87 humidity 90.0 43200 > th dose independent rect. 19 3
112 436.64 humidity 80.0 43200 > th dose dependent rect. 21 1
141 437.91 humidity 80.0 43200 > th dose independent sin 21 NA
157 438.69 humidity 80.0 43200 > th dose dependent sin 19 NA
191 439.62 humidity 90.0 43200 > th dose independent rect. 19 8
192 439.62 precipitation 0.1 43200 > th dose dependent rect. 23 21
210 440.15 humidity 90.0 43200 < th dose independent rect. 18 7
251 441.04 humidity 80.0 43200 < th dose independent sin 21 NA
271 441.37 precipitation 0.1 43200 > th dose dependent rect. 1 19
333 442.65 precipitation 0.1 43200 > th dose dependent rect. 13 1
385 443.34 precipitation 0.1 43200 < th dose independent rect. 13 15
386 443.34 precipitation 0.1 43200 < th dose dependent rect. 13 15
389 443.36 precipitation 0.1 43200 > th dose dependent rect. 13 4
392 443.37 precipitation 0.1 43200 > th dose independent rect. 13 15
401 443.52 precipitation 0.1 43200 > th dose independent rect. 15 13
406 443.57 precipitation 0.1 43200 < th dose independent rect. 15 13
409 443.57 precipitation 0.1 43200 < th dose dependent rect. 15 13
410 443.60 humidity 90.0 43200 > th dose independent sin 14 NA
418 443.64 humidity 90.0 43200 < th dose independent sin 16 NA
447 444.05 radiation 1.0 14400 > th dose independent rect. 4 2
472 444.23 precipitation 0.1 43200 < th dose independent rect. 13 1
475 444.23 precipitation 0.1 43200 < th dose dependent rect. 13 1
480 444.27 radiation 1.0 14400 < th dose independent rect. 3 3
486 444.34 radiation 1.0 14400 < th dose independent rect. 19 11
505 444.48 radiation 1.0 14400 < th dose independent rect. 22 8
511 444.52 precipitation 0.1 43200 < th dose independent rect. 13 7
513 444.52 precipitation 0.1 43200 < th dose dependent rect. 13 7
515 444.56 precipitation 0.1 43200 > th dose independent rect. 13 7
516 444.57 humidity 90.0 43200 > th dose independent rect. 19 15
533 444.80 humidity 90.0 14400 > th dose independent rect. 1 1
550 444.97 precipitation 0.1 43200 > th dose independent rect. 13 1
552 444.97 humidity 90.0 43200 > th dose dependent rect. 6 2
565 445.08 precipitation 0.1 43200 > th dose dependent rect. 13 17
607 445.48 precipitation 0.1 43200 > th dose dependent rect. 19 1
755 446.84 humidity 90.0 43200 < th dose independent rect. 6 20
782 447.12 humidity 90.0 43200 > th dose independent rect. 6 21
850 447.56 humidity 90.0 43200 > th dose independent rect. 9 18
884 447.81 precipitation 0.1 43200 > th dose dependent rect. 15 15
927 448.08 precipitation 0.1 43200 > th dose independent rect. 19 1
941 448.17 precipitation 0.1 43200 < th dose independent rect. 19 1
942 448.17 precipitation 0.1 43200 < th dose dependent rect. 19 1
961 448.31 humidity 90.0 43200 > th dose independent rect. 24 23