Identifying the independent sources of consumption variation

Arbeitspapier

By representing a system of budget shares as an approximate factor model we determine its rank, i.e. the number of common functional forms, or factors and we estimate a base of the factor space by means of approximate principal components. We assume that the extracted factors span the same space of basic Engel curves representing the fundamental forces driving consumers' behaviour. We identify and estimate these curves by imposing statistical independence and by studying their dependence on total expenditure using local linear regressions. We prove consistency of the estimates. Using data from the U.K. Family Expenditure Survey from 1968 to 2006, we find evidence of three common factors which are identified as decreasing, increasing and almost constant Engel curves. The household consumption behaviour is therefore driven by three factors respectively related to necessities (e.g. food), luxuries (e.g. vehicles), and goods to which is allocated the same percentage of total budget both by rich and poor households (e.g. housing).

Object Details

• Language: Englisch

References and Relationships

• Bibliographic citation: Series: LEM Working Paper Series ; No. 2012/16

Classification and Topics

• Classification: Wirtschaft ; Model Evaluation, Validation, and Selection ; Consumer Economics: Empirical Analysis
• Subject: Budget Shares ; Engel Curves ; Approximate Factor Models ; Independent Component Analysis ; Local Linear Regression

Contributors, Places and Time

• Event: Geistige Schöpfung
• (who): Barigozzi, Matteo ; Moneta, Alessio
• Event: Veröffentlichung
• (who): Scuola Superiore Sant'Anna, Laboratory of Economics and Management (LEM)
• (where): Pisa
• (when): 2012

Further information

• Handle: http://hdl.handle.net/10419/89473
• Last update: 10.03.2025, 11:43 AM CET