{"product_id":"descriptive-statistics-1","title":"How to Use Multivariate Statistics in Descriptive Research","description":"\u003cp\u003e\u003cb\u003eReveal hidden patterns in your data using multivariate descriptive analysis\u003c\/b\u003e \u003c\/p\u003e\u003cp\u003eMany researchers believe multivariate statistics belong only to inferential research, leaving powerful analytical tools unused in descriptive studies. \u003ci\u003eHow to Use Multivariate Statistics in Descriptive Research: Making the Invisible Visible\u003c\/i\u003e challenges this assumption directly, demonstrating how factor analysis, cluster analysis, and discriminant analysis can expose patterns and relationships that simpler methods overlook – transforming how social and behavioral scientists understand their data. \u003c\/p\u003e\u003cp\u003eWritten in clear, practical language, this book provides step-by-step instructions for conducting multivariate analyses using SPSS, R, and Excel. Each chapter features real-world illustrations that ground abstract concepts in concrete applications. Reflective sections titled ”Revealing the Opening Quote” connect statistical insights to broader understanding, helping readers see beyond numbers to meaningful interpretation. \u003c\/p\u003e\u003cp\u003eReaders will also find: \u003c\/p\u003e\u003cul\u003e\n\u003cli\u003eDetailed guidance on applying factor analysis to identify underlying constructs within complex descriptive datasets and research questions\u003c\/li\u003e\n\u003cli\u003eCluster analysis techniques that group observations based on shared characteristics, revealing natural patterns invisible to univariate approaches\u003c\/li\u003e\n\u003cli\u003eDiscriminant analysis methods that classify cases and predict group membership using multiple variables simultaneously for clearer interpretation\u003c\/li\u003e\n\u003cli\u003ePractical software tutorials walking through each statistical procedure in SPSS, R, and Excel with reproducible examples\u003c\/li\u003e\n\u003cli\u003eChapter-ending reflections that bridge statistical technique to conceptual understanding, reinforcing both mechanical skill and interpretive insight\u003c\/li\u003e\n\u003c\/ul\u003e \u003cp\u003eDesigned for educators, graduate students, and researchers in the social and behavioral sciences, this book empowers readers to move beyond basic descriptive statistics. By mastering multivariate techniques, researchers gain the ability to detect hidden structures in their data and communicate findings with greater precision and confidence.\u003c\/p\u003e","brand":"John Wiley \u0026 Sons Inc","offers":[{"title":"Default Title","offer_id":55426945515864,"sku":"9781394362608","price":67.99,"currency_code":"EUR","in_stock":true}],"url":"https:\/\/agendabookshop.com\/products\/descriptive-statistics-1","provider":"Agenda Bookshop","version":"1.0","type":"link"}