Linear Regression Analysis for Symbolic Interval Data ()
ABSTRACT
In the
network technology era, the collected data are growing more and more complex,
and become larger than before. In this article, we focus on estimates of the
linear regression parameters for symbolic interval data. We propose two
approaches to estimate regression parameters for symbolic interval data under
two different data models and compare our proposed approaches with the existing
methods via simulations. Finally, we analyze two real datasets with the
proposed methods for illustrations.
Share and Cite:
Hsieh, J. and Pan, C. (2018) Linear Regression Analysis for Symbolic Interval Data.
Open Journal of Statistics,
8, 885-901. doi:
10.4236/ojs.2018.86059.
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