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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.

Os05g0438500

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

Description : Similar to Soluble inorganic pyrophosphatase (EC 3.6.1.1) (Pyrophosphate phospho- hydrolase) (PPase).


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 5.46 (0.0578) R2 : 0.229
β1 : -0.713 (0.216) R2dD : 0.0199 R2D : 0.0122
β2 : 2.01 (0.195) R2dC : 0.312 R2C : -0.0512
β3 : -2.08 (0.223) R2dE : 0.26 R2E : -0.132
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : 3.51 (0.738) R2dD*E : 0.0384 R2D*E : 0.00282
γ1 : -0.188 (0.125) R2dN8 : 0.00595 R2N8 : -0.0107
σ : 1.08
deviance : 537.6
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C
peak time of C : 7.49
E
wheather : humidity
threshold : 68.42
memory length : 383
response mode : > th
dose dependency : dose dependent
G
type of G : no
peak or start time of G : --
open length of G : --

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Dependence on each variable

Residual plot

Process of the parameter reduction
(fixed parameters. wheather = humidity, 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
535.49 1.09 5.47 -0.715 1.99 -2.06 -0.964 3.85 -0.206 7.49 68.35 379 -- --
557.9 1.1 5.47 -0.545 2.12 -2.07 0.142 -- -0.168 8.51 70.21 577 -- --
537.6 1.08 5.46 -0.713 2.01 -2.08 -- 3.51 -0.188 7.49 68.42 383 -- --
557.86 1.1 5.47 -0.537 2.11 -2.06 -- -- -0.166 8.53 70.22 577 -- --
605.17 1.15 5.55 -0.921 -- -2.2 -- 3.26 -0.272 -- 65.58 1523 -- --
619.48 1.17 5.46 -0.542 1.05 -- -0.528 -- 0.0171 10.4 -- -- -- --
620.55 1.17 5.46 -0.564 1.06 -- -- -- 0.0148 10.3 -- -- -- --
618.94 1.16 5.53 -0.562 -- -2 -- -- -0.196 -- 66.16 1526 -- --
565.26 1.11 5.46 -- 2.1 -2.06 -- -- -0.112 8.54 71.15 571 -- --
688.37 1.23 5.49 -0.58 -- -- -- -- 0.0122 -- -- -- -- --
628.94 1.17 5.45 -- 1.06 -- -- -- 0.0776 10.3 -- -- -- --
626.74 1.17 5.53 -- -- -2.1 -- -- -0.166 -- 69 1525 -- --
697.24 1.23 5.48 -- -- -- -- -- 0.0765 -- -- -- -- --

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
1 527.00 humidity 70.0 1440 > th dose dependent rect. 4 10
10 530.40 humidity 70.0 1440 > th dose dependent sin 3 NA
13 530.61 humidity 50.0 1440 > th dose dependent rect. 3 9
36 533.02 humidity 80.0 270 > th dose dependent rect. 6 16
53 533.96 wind 3.0 43200 < th dose dependent rect. 1 1
63 534.56 humidity 70.0 270 > th dose dependent rect. 5 23
91 536.34 humidity 90.0 270 < th dose independent sin 22 NA
96 536.54 humidity 70.0 1440 > th dose dependent rect. 11 1
100 536.68 wind 1.0 43200 < th dose dependent rect. 11 2
115 537.29 humidity 50.0 1440 > th dose dependent rect. 18 18
178 539.53 humidity 90.0 1440 < th dose dependent rect. 22 15
179 539.58 humidity 90.0 1440 < th dose dependent rect. 1 12
216 540.31 humidity 90.0 1440 < th dose dependent sin 6 NA
221 540.37 humidity 90.0 1440 < th dose dependent rect. 18 18
240 540.65 humidity 80.0 270 > th dose dependent sin 22 NA
249 540.88 humidity 70.0 270 > th dose dependent rect. 15 23
272 541.32 humidity 60.0 43200 < th dose independent rect. 9 1
284 541.57 humidity 90.0 270 > th dose independent rect. 6 17
308 541.88 humidity 70.0 270 > th dose dependent rect. 13 23
310 541.90 humidity 80.0 1440 < th dose independent rect. 11 1
315 542.00 humidity 80.0 1440 > th dose independent sin 2 NA
348 542.49 humidity 70.0 270 > th dose dependent no NA NA
352 542.52 humidity 80.0 1440 > th dose independent rect. 8 6
394 542.92 precipitation 0.1 1440 > th dose independent rect. 20 8
411 543.05 humidity 80.0 1440 > th dose independent rect. 10 2
458 543.61 humidity 80.0 1440 < th dose independent rect. 8 6
485 543.83 humidity 80.0 1440 < th dose independent sin 2 NA
510 544.11 humidity 90.0 270 > th dose independent sin 22 NA
534 544.34 wind 9.0 43200 > th dose dependent rect. 12 2
539 544.37 humidity 80.0 1440 > th dose independent rect. 6 13
544 544.39 humidity 80.0 1440 > th dose independent rect. 3 16
576 544.63 humidity 80.0 1440 < th dose independent rect. 6 13
590 544.70 humidity 80.0 1440 < th dose independent rect. 3 16
607 544.81 humidity 90.0 720 < th dose independent rect. 4 18
623 544.86 humidity 80.0 1440 > th dose independent rect. 23 20
636 544.95 humidity 80.0 1440 < th dose independent rect. 23 20
794 546.04 precipitation 0.1 1440 > th dose dependent rect. 20 8
807 546.12 humidity 90.0 43200 < th dose dependent rect. 1 5
830 546.30 wind 1.0 43200 > th dose independent rect. 6 7
837 546.34 humidity 80.0 1440 > th dose independent rect. 23 16
847 546.40 humidity 50.0 14400 < th dose dependent rect. 16 20
926 546.94 precipitation 0.1 14400 > th dose independent rect. 14 5
988 547.34 precipitation 0.1 14400 < th dose independent rect. 14 5
989 547.34 precipitation 0.1 14400 < th dose dependent rect. 14 5