{"product_id":"linear-regression-peter-martin-9781526424174","title":"Linear Regression: An Introduction to Statistical Models","description":"Part 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\u003cbr\u003e\u003cbr\u003e\u003cb\u003eAuthor:\u003c\/b\u003e Peter Martin\u003cbr\u003e\u003cb\u003eISBN-10:\u003c\/b\u003e 1526424177\u003cbr\u003e\u003cb\u003eISBN-13:\u003c\/b\u003e 9781526424174\u003cbr\u003e\u003cb\u003ePublisher:\u003c\/b\u003e Sage Publications Ltd\u003cbr\u003e\u003cb\u003eLanguage:\u003c\/b\u003e English\u003cbr\u003e\u003cb\u003ePublished:\u003c\/b\u003e 05\/30\/2022\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 200\u003cbr\u003e\u003cb\u003eFormat:\u003c\/b\u003e Paperback\u003cbr\u003e\u003cb\u003eWeight:\u003c\/b\u003e 0.73lbs\u003cbr\u003e\u003cb\u003eSize:\u003c\/b\u003e 9.61h x 6.69w x 0.43d","brand":"Peter Martin","offers":[{"title":"Paperback","offer_id":43979913756927,"sku":"9781526424174","price":43.0,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0662\/2982\/9887\/files\/img_3b1b1754-13e0-4ea3-8627-bae67277108c.jpg?v=1683247399","url":"https:\/\/www.whiterainbookhouse.com\/products\/linear-regression-peter-martin-9781526424174","provider":"WR Book House","version":"1.0","type":"link"}