{"product_id":"regression-analysis-in-r-9780367272586","title":"Regression Analysis in R","description":"\u003cb\u003eBook Synopsis\u003c\/b\u003e\u003cbr\u003e\u003cp\u003e\u003cb\u003e\u003ci\u003eRegression Analysis in R: A Comprehensive View for the Social Sciences \u003c\/i\u003e\u003c\/b\u003ecovers the basic applications of multiple linear regression all the way through to more complex regression applications and extensions. Written for graduate level students of social science disciplines this book walks readers through bivariate correlation giving them a solid framework from which to expand into more complicated regression models. Concepts are demonstrated using R software and real data examples.\u003c\/p\u003e\u003cp\u003eKey Features:\u003c\/p\u003e\u003cul\u003e \u003cli\u003eFull output examples complete with interpretation\u003c\/li\u003e \u003cli\u003eFull syntax examples to help teach R code\u003c\/li\u003e \u003cli\u003eAppendix explaining basic R functions\u003c\/li\u003e \u003cli\u003eMethods for multilevel data that are often included in basic regression texts\u003c\/li\u003e \u003cli\u003eEnd of Chapter Comprehension Exercises\u003c\/li\u003e \u003c\/ul\u003e\u003cbr\u003e\u003cbr\u003e\u003cb\u003eTable of Contents\u003c\/b\u003e\u003cbr\u003e1.  The Issue of Causality. 2.  Describing Simple Relationships. 3.  Linear Regression Analysis. 4.  Regression Assumptions and Interpretational Considerations. 5.  Dummy Variables and Interactions. 6.  Hierarchical Regression. 7.  Moderation and Mediation. 8.  Dealing with Non- Linearity. 9. Regression Models for Nested Data. 10. Fixed Effects Modeling.","brand":"Taylor \u0026 Francis Ltd","offers":[{"title":"Default Title","offer_id":51017863201111,"sku":"9780367272586","price":58.99,"currency_code":"GBP","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0817\/1739\/5799\/files\/9780367272586.jpg?v=1750774924","url":"https:\/\/bookcurl.com\/products\/regression-analysis-in-r-9780367272586","provider":"Book Curl","version":"1.0","type":"link"}