{"product_id":"linear-regression-paperback","title":"Linear Regression - Paperback","description":"\u003cp\u003eby \u003cb\u003ePeter Martin\u003c\/b\u003e (Author)\u003c\/p\u003e\u003cp\u003ePart of The SAGE Quantitative Research Kit, this text helps you make the crucial steps towards mastering multivariate analysis of social science data, introducing the fundamental linear and non-linear regression models used in quantitative research. Peter Martin covers both the theory and application of statistical models, and illustrates them with illuminating graphs, discussing: \u003cbr\u003e \u003cbr\u003e - Linear regression, including dummy variablesand predictor transformations for curvilinear relationships\u003cbr\u003e \u003cbr\u003e - Binary, ordinal and multinomial logistic regression models for categorical data \u003cbr\u003e \u003cbr\u003e - Models for count data, including Poisson, negative binomial, and zero-inflated regression\u003cbr\u003e \u003cbr\u003e - Checking model assumptions and the dangers of overfitting\u003cbr\u003e \u003cbr\u003e\u003c\/p\u003e\u003cdiv\u003e\n\u003cstrong\u003eNumber of Pages:\u003c\/strong\u003e 200\u003c\/div\u003e\u003cdiv\u003e\n\u003cstrong\u003eDimensions:\u003c\/strong\u003e 0.43 x 9.61 x 6.69 IN\u003c\/div\u003e\u003cdiv\u003e\n\u003cstrong\u003ePublication Date:\u003c\/strong\u003e March 07, 2022\u003c\/div\u003e","brand":"Books by splitShops","offers":[{"title":"Default Title","offer_id":42115882811527,"sku":"9781526424174","price":119.88,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0601\/2623\/2711\/files\/7c4be718e7a0c49976ba020f99a441f1.webp?v=1732512263","url":"https:\/\/booksby.splitshops.com\/products\/linear-regression-paperback","provider":"Books by splitShops","version":"1.0","type":"link"}