11 Useful Tips for Regression Analysis

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Franz Buscha and Madecraft

55:38

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01 Introduction

001 Diving deeper into regression models.mp4

00:59

002 What you should know.mp4

01:13

02 Regression Tips and Tricks

001 Weighted regression.mp4

05:36

002 Factor variables.mp4

05:40

003 Polynomial variables.mp4

04:36

004 Fractional variables.mp4

05:33

005 Model proportions.mp4

05:39

006 Centering.mp4

05:01

007 Missing data.mp4

05:55

008 Standardized estimates.mp4

03:22

009 Graph estimates.mp4

04:09

010 Contour plots.mp4

03:37

011 Animate results.mp4

04:18

Description

If you need to sort through information to gain insights or make data-driven decisions, regression analysis is a helpful tool in almost any circumstance. On the most basic level, regression analysis reveals relationships between a dependent variable and a collection of independent variables in a fixed dataset. This is crucial for predicting and forecasting, and also helpful for inferring causal relationships between variables. In this course, Franz Buscha moves beyond the basics, showcasing several prominent tips and tricks that will allow you to not only build better regression models, but also present your results in a more impactful way. Through use of practical examples, Franz covers topics like weighted regressions, polynomial variables, and how to deal with missing data in your regression models.

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Regression Analysis

Franz Buscha and Madecraft

Instructor's Courses

Franz is a labour economist with more than 15 years of research experience. Research interests include education economics, labour economics and econometrics. Franz has published in leading journals such as the European Economic Review, Economics of Education Review, the Oxford Bulletin of Economics and Statistics, the British Journal of Political Science and the British Journal of Sociology and contributed to numerous policy reports for UK government departments (including DFE, HMRC, BIS, MOD, and HMT). His research has been covered by various media outlets such as the BBC News, BBC Radio 4, The Economist, The Guardian, The Times and the Huffington Post. Franz has held various academic roles and is currently the faculty director of research for the Westminster Business School. In this role he is responsible for the faculty's research strategy and oversees the research activities of 200 members of staff.

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