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Producer Price Index Manual: Theory and Practice ... - METAC

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22. Treatment of Seasonal Products<br />

Figure 22.5 Lowe, Young, Geometric Laspeyres, <strong>and</strong> Centered Rolling-Year Indices with Imputed<br />

<strong>Price</strong>s<br />

1.9<br />

1.8<br />

1.7<br />

<strong>Index</strong><br />

1.6<br />

1.5<br />

1.4<br />

1.3<br />

Ploi PLOI<br />

Pyi PYI<br />

Pgli PGLI<br />

Pcry P<br />

CRY<br />

1.2<br />

1.1<br />

1<br />

1 3 5 7 9 11 13 15 17 19 21 23 25 27 29 31 33 35 37<br />

Months<br />

justment. In the following section, the annual basket-type<br />

indices (with <strong>and</strong> without imputation) defined<br />

earlier in Sections H <strong>and</strong> I will be seasonally<br />

adjusted using essentially the same method that<br />

was used in Section F <strong>and</strong> compared with a st<strong>and</strong>ard<br />

seasonal adjustment using X-11.<br />

K. Forecasting Rolling-Year Indices<br />

Using Month-to-month Annual<br />

Basket Indices<br />

22.90 Recall that Table 22.23 in Section H presented<br />

the Lowe, Young, geometric Laspeyres (using<br />

carryforward prices), <strong>and</strong> centered rolling-year<br />

indices for the 37 observations running from December<br />

1970 to December 1973 (P LO , P Y , P GL , <strong>and</strong><br />

P CRY , respectively). For each of the first three series,<br />

define a seasonal adjustment factor, SAF, as<br />

the centered rolling-year index P CRY divided by<br />

P LO , P Y , <strong>and</strong> P GL , respectively, for the first 12 observations.<br />

Now for each of the three series, repeat<br />

these 12 seasonal adjustment factors for observa-<br />

justment. In the following section, the annual basket-type<br />

indices (with <strong>and</strong> without imputation) defined<br />

earlier in Sections H <strong>and</strong> I will be seasonally<br />

adjusted using essentially the same method that<br />

was used in Section F <strong>and</strong> compared with a st<strong>and</strong>ard<br />

seasonal adjustment using X-11. tions 13–24<br />

<strong>and</strong> then repeat them for the remaining observations.<br />

These operations will create three SAF series<br />

for all 37 observations (label them SAF LO , SAF Y ,<br />

<strong>and</strong> SAF GL , respectively), but only the first 12 observations<br />

in the P LO , P Y , P GL , <strong>and</strong> P CRY series are<br />

used to create the three SAF series. Finally, define<br />

seasonally adjusted Lowe, Young, <strong>and</strong> geometric<br />

Laspeyres indices by multiplying each unadjusted<br />

index by the appropriate seasonal adjustment factor:<br />

(22.35) P LOSA ≡ P LO SAF LO ; P YSA<br />

≡ P Y SAF Y ; P GLSA<br />

≡ P GL SAF GL .<br />

585

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