On Regression Analysis with Data Cleaning via Trimming, Winsorization, and Dichotomization

By Donald Lien, Narayanaswamy Balakrishnan. 2005

56 citations recorded by the source corpus.

Subfields: Accounting, Artificial Intelligence, Statistics and Probability

View Paper: https://www.semanticscholar.org/paper/64cf063fd3f5b7d4429abd99789b7703229fd2e1

How researchers see this paper

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In Accounting

1. Guilherme Kirch
2. P. R. S. Terra

In Artificial Intelligence

1. Guilherme Kirch
2. P. R. S. Terra

In Statistics and Probability

1. Guilherme Kirch
2. P. R. S. Terra

Citations in the corpus

• Determinants of Corporate Debt Maturity in South America: Do Institutional Quality and Financial Development Matter? (2012, methodology): “In order to account for this, here and in the data analyses that follow, we Winsorize the sample as a remedial measure, as suggested by Lien and Balakrishnan (2005).6 In such an adjusted sample, the mean Asset Maturity declines substantially for Brazil, Chile, and Peru.”