Abstract
In many fields of empirical science, theories have been proposed arguing that behavioral relationships change over time. There are many possible ways in which parameters of regression models are assumed to change. With better understanding of how parameters change, estimation and testing procedures for various structural changes can be developed. This paper uses an exploratory way by augmenting the multivariate regression framework with data mining to study the less understood structural change concept by examining the effects of IT investments on industry profiles. It explores the shifting of industry boundaries over the past 17 years (1990-2006) in Australia.
Original language | English |
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Title of host publication | Proceedings - 8th IEEE International Conference on Computer and Information Technology Workshops, CIT Workshops 2008 |
Place of Publication | Sydney |
Publisher | Institute of Electrical and Electronics Engineers (IEEE) |
Pages | 583-588 |
Number of pages | 5 |
ISBN (Print) | 9780769533400 |
DOIs | |
Publication status | Published - 2008 |
Event | 8th IEEE International Conference on Computer and Information Technology Workshops, CIT Workshops 2008 - Sydney Duration: 8 Jul 2008 → 11 Jul 2008 |
Conference
Conference | 8th IEEE International Conference on Computer and Information Technology Workshops, CIT Workshops 2008 |
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City | Sydney |
Period | 8/07/08 → 11/07/08 |