Applied Multiple Regression/Correlation Analysi, Gallo, Gallo, McKinney,..

Applied Multiple Regression/Correlation Analysis for Aviation ResearchAuthor(s): Michael A. Gallo, Ulreen O. McKinney\nFormat: Hardback\nPublisher: Taylor & Francis Ltd, United Kingdom\nImprint: Routledge\nISBN-13: 9781032829128, 978-1032829128\nSynopsis\nApplied Multiple Regression/Correlation Analysis for Aviation Research describes and illustrates multiple regression/correlation (MRC) analysis in an aviation context, including flight instruction, airport design, airline routes, and aviation human factors research. Structured in four parts, the book first reviews the major concepts of bivariate correlation and regression and then extends the bivariate case to two, four, and k predictors coupled with discussions on statistical inference, underlying assumptions, and regression diagnostics relative to MRC analysis. The book then builds on this foundation by presenting MRC variable selection strategies (simultaneous, hierarchical, and statistical regression), analyzing sets of pred.