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

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<strong>Producer</strong> <strong>Price</strong> <strong>Index</strong> <strong>Manual</strong><br />

tm , t+<br />

1, m 0, m<br />

(22.8) PAL<br />

( p , p , s )<br />

m = 1, 2,...12;<br />

n∈S( m)<br />

tm , t+<br />

1, m 0, m<br />

(22.9) PAP<br />

( p , p , s )<br />

m = 1, 2,...12;<br />

( +<br />

)<br />

= ∑ s p p ;<br />

0, m t 1, m t,<br />

m<br />

n n n<br />

−1<br />

−1<br />

⎡<br />

⎤<br />

0, m t+<br />

1, m t,<br />

m<br />

= ⎢ ∑ sn ( pn pn<br />

) ⎥<br />

⎢⎣n∈<br />

S( m)<br />

⎥<br />

;<br />

⎦<br />

t, m t+<br />

1, m 0, m 0, m<br />

(22.10) PAF<br />

( p , p , s , s )<br />

tm , t+ 1, m 0, m tm , t+<br />

1, m 0, m<br />

PAL<br />

( p , p , s ) P ( p , p , s )<br />

≡ ;<br />

m = 1, 2,...,12<br />

−1<br />

−1<br />

⎡<br />

⎤<br />

tm , t+ 1, m tm , tm , t+<br />

1, m tm ,<br />

= ∑ sn ( pn pn ) ⎢ ∑ sn ( pn pn<br />

) ⎥<br />

n∈S( m)<br />

⎢⎣n∈S ( m)<br />

⎥⎦<br />

.<br />

22.23 The approximate Fisher year-over-year<br />

monthly indices defined by equation (22.10) will<br />

provide adequate approximations to their true<br />

Fisher counterparts defined by equation (22.6)<br />

only if the monthly revenue shares for the base<br />

year 0 are not too different from their current year t<br />

<strong>and</strong> t+1 counterparts. Thus, it will be useful to<br />

construct the true Fisher indices on a delayed basis<br />

in order to check the adequacy of the approximate<br />

Fisher indices defined by equation (22.10).<br />

22.24 The year-over-year monthly approximate<br />

Fisher indices defined by equation (22.10) will<br />

normally have a certain amount of upward bias,<br />

since these indices cannot reflect long-term substitution<br />

toward products that are becoming relatively<br />

cheaper over time. This reinforces the case for<br />

computing true year-over-year monthly Fisher indices<br />

defined by equation (22.6) on a delayed basis,<br />

so that this substitution bias can be estimated.<br />

22.25 Note that the approximate year-over-year<br />

monthly Laspeyres <strong>and</strong> Paasche indices, P AL <strong>and</strong><br />

P AP defined by equations (22.8) <strong>and</strong> (22.9), satisfy<br />

the following inequalities:<br />

tm , t+<br />

1, m 0, m<br />

(22.11) PAL<br />

( p , p , s )<br />

t+<br />

1, m t, m 0, m<br />

PAL<br />

( p p s )<br />

× , , ≥ 1;<br />

m = 1, 2,...,12;<br />

+<br />

P p , p , s<br />

tm , t 1, m 0, m<br />

(22.12)<br />

AP ( )<br />

t+<br />

1, m t, m 0, m<br />

PAP<br />

( p p s )<br />

m = 1, 2,...,12;<br />

× , , ≤ 1;<br />

with strict inequalities if the monthly price vectors<br />

p t,m <strong>and</strong> p t+1,m are not proportional to each other. 13<br />

Equation (22.11) says that the approximate yearover-year<br />

monthly Laspeyres index fails the time<br />

reversal test with an upward bias while equation<br />

(22.12) says that the approximate year-over-year<br />

monthly Paasche index fails the time reversal test<br />

with a downward bias. As a result, the fixedweights<br />

approximate Laspeyres index P AL has a<br />

built-in upward bias while the fixed-weights approximate<br />

Paasche index P AP has a built-in downward<br />

bias. Statistical agencies should avoid the use<br />

of these formulas. However, they can be combined,<br />

as in the approximate Fisher formula in equation<br />

(22.10). The resulting index should be free from<br />

any systematic formula bias, although some substitution<br />

bias could still exist.<br />

22.26 The year-over-year monthly indices defined<br />

in this section are illustrated using the artificial<br />

data set tabled in Section B. Although fixedbase<br />

indices were not formally defined in this section,<br />

these indices have similar formulas to the<br />

year-over-year indices that were defined, with the<br />

exception that the variable base year t is replaced<br />

by the fixed-base year 0. The resulting 12 yearover-year<br />

monthly fixed-base Laspeyres, Paasche,<br />

<strong>and</strong> Fisher indices are listed in Tables 22.3 to 22.5.<br />

22.27 Comparing the entries in Tables 22.3 <strong>and</strong><br />

22.4, it can be seen that the year-over-year<br />

monthly fixed-base Laspeyres <strong>and</strong> Paasche price<br />

indices do not differ substantially for the early<br />

months of the year. However, there are substantial<br />

differences between the indices for the last five<br />

months of the year by the time the year 1973 is<br />

reached. The largest percentage difference between<br />

the Laspeyres <strong>and</strong> Paasche indices is 12.5 percent<br />

for month 10 in 1973 (1.4060/1.2496 = 1.125).<br />

13 See Hardy, Littlewood, <strong>and</strong> Pólya (1934, p. 26).<br />

560

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