{"product_id":"mathematical-gnostics-advanced-data-analysis-for-research-and-engineering-practice-9781032423517","title":"Mathematical Gnostics: Advanced Data Analysis for Research and Engineering Practice","description":"\u003cp\u003e • Author(s): Pavel Kovanic\u003cbr\u003e • Publisher: Taylor \u0026amp; Francis\u003cbr\u003e • Publisher Imprint: CRC Press\u003cbr\u003e • BISAC: Probability \u0026amp; Statistics - General\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003eThe book describes the theoretical principles of nonstatistical methods of data analysis but without going deep into complex mathematics. The emphasis is laid on presentation of solved examples of real data either from authors' laboratories or from open literature. The examples cover wide range of applications such as quality assurance and quality control, critical analysis of experimental data, comparison of data samples from various sources, robust linear and nonlinear regression as well as various tasks from financial analysis. The examples are useful primarily for chemical engineers including analytical\/quality laboratories in industry, designers of chemical and biological processes.\u003c\/p\u003e\u003cp\u003eFeatures: \u003c\/p\u003e\u003cul\u003e \u003cp\u003e \u003c\/p\u003e \u003cli\u003eExclusive title on Mathematical Gnostics with multidisciplinary applications, and specific focus on chemical engineering.\u003c\/li\u003e \u003cp\u003e \u003c\/p\u003e \u003cli\u003eClarifies the role of data space metrics including the right way of aggregation of uncertain data.\u003c\/li\u003e \u003cp\u003e \u003c\/p\u003e \u003cli\u003eBrings a new look on the data probability, information, entropy and thermodynamics of data uncertainty.\u003c\/li\u003e \u003cp\u003e \u003c\/p\u003e \u003cli\u003eEnables design of probability distributions for all real data samples including smaller ones.\u003c\/li\u003e \u003cp\u003e \u003c\/p\u003e \u003cli\u003eIncludes data for examples with solutions with exercises in R or Python.\u003c\/li\u003e \u003c\/ul\u003e\u003cp\u003eThe book is aimed for Senior Undergraduate Students, Researchers, and Professionals in Chemical\/Process Engineering, Engineering Physics, Stats, Mathematics, Materials, Geotechnical, Civil Engineering, Mining, Sales, Marketing and Service, and Finance.\u003c\/p\u003e","brand":"Taylor \u0026 Francis","offers":[{"title":"Paperback","offer_id":45243501412503,"sku":"9781032423517","price":5027.0,"currency_code":"INR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0666\/3471\/1191\/files\/9781032423517.webp?v=1769234966","url":"https:\/\/atlanticbooks.com\/products\/mathematical-gnostics-advanced-data-analysis-for-research-and-engineering-practice-9781032423517","provider":"Atlantic Books","version":"1.0","type":"link"}