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Observation and Analysis for the Semiconductor Cycle with a State ...

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<strong>Analysis</strong> <strong>and</strong> Consideration:<br />

Changes in Cyclical Behaviors <strong>with</strong> <strong>the</strong> Lag Orders<br />

in <strong>Cycle</strong> Factor<br />

<strong>Cycle</strong> factor<br />

c<br />

n<br />

<br />

q<br />

<br />

j1<br />

j<br />

c<br />

n<br />

j<br />

<br />

n3<br />

,<br />

<br />

n3<br />

~<br />

N(0, <br />

2<br />

3<br />

)<br />

q=6~9<br />

200<br />

Smoo<strong>the</strong>d SV3 <strong>State</strong> Estimate<br />

200<br />

Smoo<strong>the</strong>d SV3 <strong>State</strong> Estimate<br />

600<br />

Smoo<strong>the</strong>d SV3 <strong>State</strong> Estimate<br />

300<br />

Smoo<strong>the</strong>d SV3 <strong>State</strong> Estimate<br />

150<br />

500<br />

200<br />

100<br />

50<br />

100<br />

400<br />

300<br />

100<br />

0<br />

0<br />

200<br />

0<br />

-50<br />

100<br />

-100<br />

-100<br />

-100<br />

0<br />

-200<br />

-150<br />

-100<br />

-200<br />

-200<br />

-300<br />

-200<br />

88 90 92 94 96 98 00 02 04 06 08<br />

88 90 92 94 96 98 00 02 04 06 08<br />

88 90 92 94 96 98 00 02 04 06 08<br />

88 90 92 94 96 98 00 02 04 06 08<br />

q=10~13<br />

SV3 ± 2 RMSE<br />

SV3 ± 2 RMSE<br />

SV3 ± 2 RMSE<br />

SV3 ± 2 RMSE<br />

Smoo<strong>the</strong>d SV3 <strong>State</strong> Estimate<br />

Smoo<strong>the</strong>d SV3 <strong>State</strong> Estimate<br />

Smoo<strong>the</strong>d SV3 <strong>State</strong> Estimate<br />

Smoo<strong>the</strong>d SV3 <strong>State</strong> Estimate<br />

400<br />

400<br />

400<br />

300<br />

300<br />

300<br />

300<br />

200<br />

q=11<br />

200<br />

200<br />

100<br />

200<br />

100<br />

100<br />

0<br />

100<br />

0<br />

0<br />

-100<br />

0<br />

-100<br />

-100<br />

-200<br />

-100<br />

-200<br />

-300<br />

-200<br />

-200<br />

-300<br />

-400<br />

-300<br />

88 90 92 94 96 98 00 02 04 06 08<br />

88 90 92 94 96 98 00 02 04 06 08 -300<br />

88 90 92 94 96 98 00 02 04 06 08<br />

88 90 92 94 96 98 00 02 04 06 08<br />

SV3 ± 2 RMSE<br />

SV3 ± 2 RMSE<br />

SV3 ± 2 RMSE<br />

SV3 ± 2 RMSE<br />

Graduate School of Business Science/University of Tsukuba<br />

9

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