Back to [[conference:committee:2014-proposals]]\\ \\ **Title**: Empirical Software Engineering with R\\ **Proposer**: [[2014:Derek Jones]]\\ **Type**: Preconference Tutorial\\ **Duration**: 360 mins\\ **Description**: \\ A hands on tutorial (i.e., 60 min talking, 30 minute problem solving, repeat) on analyzing software engineering related data using R. Based on a book I am working, see: http://shape-of-code.coding-guidelines.com/2012/06/22/background-to-my-book-project-empirical-software-engineering-with-r/ \\ \\ Attendee requirements:\\ Able to program fluently in at least one computer language.\\ Basic knowledge of maths, i.e., to GCSE level.\\ Have a laptop with R installed.\\ \\ Outline of tutorial:\\ \\ Basic introduction to statistical ideas.\\ \\ Introduction to R\\ \\ Comparing two or more sets of measurements\\ \\ Lunch\\ \\ Building a regression model\\ - Linear models\\ - Nonlinear models\\ - Generalized models\\ \\ Time series data\\ \\ Analyzing survival data\\ \\ \\ \\