Applied Regression Analysis
Applied Regression Analysis This book is an introduction to regression analysis, focusing on the practicalities of doing regression analysis on real-life data.Contrary to other textbooks on…
Specifikacia Applied Regression Analysis
Applied Regression Analysis
This book is an introduction to regression analysis, focusing on the practicalities of doing regression analysis on real-life data.Contrary to other textbooks on regression, this book is based on the idea that you do not necessarily need to know much about statistics and mathematics to get a firm grip on regression and perform it to perfection. Parts 1 and 2 of the book cover the basics, such as simple linear regression, multiple linear regression, how to interpret the output from statistics programs, significance testing and the key regression assumptions. This non-technical point of departure is complemented by practical examples of real-life data analysis using statistics software such as Stata, R and SPSS.
Part 3 deals with how to practically handle violations of the classical linear regression assumptions, regression modeling for categorical y-variables and instrumental