Data Transformations in Regression Analysis with Applications to Stock - Recruitment Relationships
Download or Read eBook Data Transformations in Regression Analysis with Applications to Stock - Recruitment Relationships PDF written by David Ruppert and published by . This book was released on 1985 with total page 19 pages. Available in PDF, EPUB and Kindle.
Author | : David Ruppert |
Publisher | : |
Total Pages | : 19 |
Release | : 1985 |
ISBN-10 | : OCLC:13050486 |
ISBN-13 | : |
Rating | : 4/5 (86 Downloads) |
Book Synopsis Data Transformations in Regression Analysis with Applications to Stock - Recruitment Relationships by : David Ruppert
Book excerpt: The authors propose a methodology for fitting theoretical models to data. The dependent variable (or response) and the model are transformed in the same way. Two types of transformations, power transformation and weighting, are used together to remove skewness and to induce constant variance. This method is applied to the stock-recruitment data of four fish stocks. Also discussed are estimates of the conditional mean and the conditional quantiles of the original response. (Author).