INFO 4470/ILRLE 4470 Price Indices: Theory and Applications John M. Abowd and Lars Vilhuber February...

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INFO 4470/ILRLE 4470 Price Indices: Theory and Applications John M. Abowd and Lars Vilhuber February 28, 2011

Transcript of INFO 4470/ILRLE 4470 Price Indices: Theory and Applications John M. Abowd and Lars Vilhuber February...

Page 1: INFO 4470/ILRLE 4470 Price Indices: Theory and Applications John M. Abowd and Lars Vilhuber February 28, 2011.

INFO 4470/ILRLE 4470 Price Indices: Theory and

Applications

John M. Abowd and Lars VilhuberFebruary 28, 2011

Page 2: INFO 4470/ILRLE 4470 Price Indices: Theory and Applications John M. Abowd and Lars Vilhuber February 28, 2011.

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Outline

• The basic problem• Consumer theory and cost-of-living indices• Introduction to the Consumer Price Index (CPI-U

and CPI-W)• Index number formulae• Estimation of the quantity weights• Estimation of the prices• Building the index• The chained alternative (C-CPI-U)

Page 3: INFO 4470/ILRLE 4470 Price Indices: Theory and Applications John M. Abowd and Lars Vilhuber February 28, 2011.

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The Basic Problem

• When prices and quantities both change, provide a measure of the change in the cost of living

• Decompose this measure into a price index that captures the overall change in prices and a quantity index that captures the overall change in quantities

Page 4: INFO 4470/ILRLE 4470 Price Indices: Theory and Applications John M. Abowd and Lars Vilhuber February 28, 2011.

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The Cost of Living Index

• The cost of living index is defined as the minimum expenditure necessary to achieve a given utility level

0,|min,1

xuxFxppuCN

iitit

x

01010 1 and 10

vequasiconca ,increasing ,continuous is

xFxxFxFxF

xF

Page 5: INFO 4470/ILRLE 4470 Price Indices: Theory and Applications John M. Abowd and Lars Vilhuber February 28, 2011.

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Basic Formulae

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iii

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100

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10

,

, :lTheoretica

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1 :Paasche

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ititit

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where

:Tornquist

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:Geometric

Page 6: INFO 4470/ILRLE 4470 Price Indices: Theory and Applications John M. Abowd and Lars Vilhuber February 28, 2011.

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X 2

X 1

A

B

C

D

A: original t=0

B: t=1 (Laspeyres)

C: Theoretical

D: t=0 (Paasche)

u(t=1)u(t=0)

Page 7: INFO 4470/ILRLE 4470 Price Indices: Theory and Applications John M. Abowd and Lars Vilhuber February 28, 2011.

Introduction to the Consumer Price Index (CPI-U and CPI-W)

• The Consumer Price Index for all urban areas (CPI-U) is the basic national index

• BLS CPI Home Page• The Consumer Price Index for urban wage and

salary workers (CPI-W) is customized for households where the head is a wage and salary worker

Page 8: INFO 4470/ILRLE 4470 Price Indices: Theory and Applications John M. Abowd and Lars Vilhuber February 28, 2011.

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CPI Basic Formulae• The lower-level components

of the CPI-U are estimated using the geometric formula

• The aggregate CPI-U is estimated using the Laspeyres formula

• The chained C-CPI-U is estimated using same lower-level components but with the Tornquist formula applied to the components

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iii

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iiit

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100

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Page 9: INFO 4470/ILRLE 4470 Price Indices: Theory and Applications John M. Abowd and Lars Vilhuber February 28, 2011.

Estimation of the Quantity Weights

• Consumer Expenditure Survey• Diary Survey (small frequent purchases)• Interview Survey (purchases with 3 month or

longer recall, major purchases)

Page 10: INFO 4470/ILRLE 4470 Price Indices: Theory and Applications John M. Abowd and Lars Vilhuber February 28, 2011.

Estimation of the Prices

• Census Bureau Telephone Point-of-purchase Survey Identifies Retail Outlets

• Item prices are surveyed by BLS on schedules varying from monthly to annual

• Quality adjustments use hedonic pricing methods

Page 11: INFO 4470/ILRLE 4470 Price Indices: Theory and Applications John M. Abowd and Lars Vilhuber February 28, 2011.

Building the Index

• Areas-items determine 8,018 combinations• See formulae in Handbook, Chapter 17, pages

35-40

Page 12: INFO 4470/ILRLE 4470 Price Indices: Theory and Applications John M. Abowd and Lars Vilhuber February 28, 2011.

Chained Alternative

• See Chained Alternatives (C-CPI-U) • For the NIPA the chained-dollar indices use

the Fisher formula. See Chained-Dollar Indexes.