reinsdorf-balk transformation and additive decomposition of indexes

12
Reinsdorf-Balk Transformation and Additive Decomposition of Indexes Ki-Hong Choi(NPRI) and Hak K. Pyo(SNU) I. Introduction II. Reinsdorf-Balk Transformation III. Additive Decompositions of Fisher Index IV. Additive Decomposition of Chain Indexes V. Numerical Illustrations (skip) VI. Concluding Remarks

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Reinsdorf-Balk Transformation and Additive Decomposition of Indexes. I. Introduction II. Reinsdorf-Balk Transformation III. Additive Decompositions of Fisher Index IV. Additive Decomposition of Chain Indexes V. Numerical Illustrations (skip) VI. Concluding Remarks. - PowerPoint PPT Presentation

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Page 1: Reinsdorf-Balk Transformation and Additive Decomposition of Indexes

Reinsdorf-Balk Transformationand Additive Decomposition of Indexes

Ki-Hong Choi(NPRI) and Hak K. Pyo(SNU)

I. Introduction

II. Reinsdorf-Balk Transformation

III. Additive Decompositions of Fisher Index

IV. Additive Decomposition of Chain Indexes

V. Numerical Illustrations (skip)

VI. Concluding Remarks

Page 2: Reinsdorf-Balk Transformation and Additive Decomposition of Indexes

2

N

i

w

i

ii

q

qQ

1 0,

1,

0,

1,

1 i

iN

ii q

qsQ

I. Introduction

110,

1,

1 i

iN

ii q

qsQ

0,

1,

1

lnlni

iN

ii q

qwQ

arithmetic mean index

geometric mean index

11

N

iis

decomposition in %-change

decomposition in log-change

• Arithmetic mean index and decomposition of growth rate

11

N

iiw

• Geometric mean index and decomposition of growth rate

Page 3: Reinsdorf-Balk Transformation and Additive Decomposition of Indexes

3

II. Reinsdorf-Balk Transformation

• Literature

Reinsdorf(1997, 2002), Balk(1999, 2004)

Kohli(2007), “Truly remarkable”

• Some need for improvements

– Reinsdorf’s proof is hard to follow.– Though Balk’s proof is easy and clear, there

is a better alternative.

Page 4: Reinsdorf-Balk Transformation and Additive Decomposition of Indexes

4

N

kkkk

iiii

wN

i i

iN

iii

N

iii

qQqLp

qQqLpw

q

q

pq

pq

Qi

10,1,

0,1,

1 0,

1,

10,

11,

,

,,

Balk’s Identity: from A index to G index

Reinsdorf’s Identity: from G index to A index

0,1,

10,

11,

1 0,

1,

,,

kk

iiN

iii

N

iiiw

N

i i

i

qQqL

wp

pq

pq

q

qQ

i

Page 5: Reinsdorf-Balk Transformation and Additive Decomposition of Indexes

5

III. Additive Decompositions of Fisher III. Additive Decompositions of Fisher IndexIndex

• Conventional Decompositions

– Decomposition in % changes

van IJzeren(1952)=Dumagan(2002)=Ehemann

et al(2002)

N

i

vii

N

i

vii

N

i

Fiii

N

i

Fiii

F

Pq

Pq

Pppq

Pppq

Q

10,

11,

10,1,0,

10,1,1,

)(

)(

Page 6: Reinsdorf-Balk Transformation and Additive Decomposition of Indexes

6

– Decomposition in log-changes

Reinsdorf(1997), Reinsdorf et al(2002), Balk(2004)

Less satisfactory decomposition by Vartia(1976)

N

kk

Pkk

iP

iiPiN

kk

Lkk

iL

iiLi

qQqLp

qQqLpw

qQqLp

qQqLpw

10,1,1,

0,1,1,

10,1,0,

0,1,0,

,

,,

,

,

BRi

Pi

Li w

N

i i

i

ww

N

i i

iF

q

q

q

qQ

1 0,

1,2

1 0,

1,

Page 7: Reinsdorf-Balk Transformation and Additive Decomposition of Indexes

7

• New Decompositions Decomposition in % changes

Reinsdorf et al.(2002), applying Reinsdorf identity to the geometric mean version of Fisher index.

N

i

Rii

N

i

Rii

N

iF

ii

BRi

i

Fii

BRi

N

ii

F

Pq

Pq

QqqL

wq

QqqL

wq

Q

10,

11,

1 0,1,0,

0,1,11,

),(

),(

Page 8: Reinsdorf-Balk Transformation and Additive Decomposition of Indexes

8

0,

10,1,0,1,0,

0,1,1,

10,1,0,1,1,

0,1,

0,1, ),(),(

),(5.0

),(),(

),(5.0

),(iN

k

Fii

Lkkk

Lii

iN

k

Fii

Pkkk

Pii

Fii

BRiR

i p

QqqLQqqLp

QqqLp

QqqLQqqLp

QqqL

QqqL

wp

vii

Fiiiii

Ri pppppbpap 0,1,0,1,

Reinsdorf et al(2002), “numerically identical”

vi

Ri pp

Page 9: Reinsdorf-Balk Transformation and Additive Decomposition of Indexes

9

– Decomposition in log-changes

• Applying Balk’s identity to the van IJzeren form of Fisher index

viwN

i i

iN

i

vii

N

i

vii

F

q

q

pq

pq

Q

1 0,

1,

10,

11,

N

kk

Fk

Fkk

iF

iF

iiN

kk

Fk

vk

iF

iviv

i

qQqLQpp

qQqLQpp

qQqLp

qQqLpw

10,1,0,1,

0,1,0,1,

10,1,

0,1,

,)(

,)(

,

,

Page 10: Reinsdorf-Balk Transformation and Additive Decomposition of Indexes

10

IV. Additive Decomposition of Chain Indexes

• Difficulty with additive decomposition of cumulative (compound) growth rates of chain indexes

– Cumulative growth rates is decomposable in log-changes

– But decomposition in log-change is not good since it deviates from %-changes

Page 11: Reinsdorf-Balk Transformation and Additive Decomposition of Indexes

11

• R-B transformation gives solution to this dilemma

N

ii

Tc

iTi

Tic

N

iTi

Tc

iTi

Tic

Tc

qQqqL

w

qQqqL

w

Q

10,

,00,,

,0,

1,

,00,,

,0,

,0

,

,

T

tttT

c QQ1

,1,0

N

i

cTiw1 ,0,

0,

,

1 1,

,,1,,0, lnln

i

TiT

t ti

tittiTi

c

q

q

q

qww

Page 12: Reinsdorf-Balk Transformation and Additive Decomposition of Indexes

12

VI. Concluding remarks

• R-B transformation is interesting since it makes arithmetic mean and geometric mean indexes interchangeable.

• R-B transformation is useful since it can provide an additive decomposition of cumulative growth rates by chain indexes.

Thank you!