{"product_id":"introduction-to-time-series-analysis-and-forecasting-9781118745113","title":"Introduction to Time Series Analysis and Forecasting","description":"\u003cp\u003e • Author(s): Douglas C. Montgomery | Cheryl L. Jennings | Murat Kulahci\u003cbr\u003e • Publisher: Wiley\u003cbr\u003e • Publisher Imprint: Wiley\u003cbr\u003e • Subject: Mathematics and Statistics\u003cbr\u003e • BISAC: Probability \u0026amp; Statistics - General\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003e\u003cb\u003ePraise for the \u003ci\u003eFirst Edition\u003cbr\u003e \u003cbr\u003e \u003c\/i\u003e\u003c\/b\u003e\"...[t]he book is great for readers who need to apply the methods and models presented but have little background in mathematics and statistics.\" -\u003ci\u003eMAA Reviews\u003c\/i\u003e\u003cb\u003e\u003cbr\u003e \u003cbr\u003e \u003c\/b\u003eThoroughly updated throughout, \u003ci\u003eIntroduction to Time Series Analysis and Forecasting, Second Edition\u003c\/i\u003e presents the underlying theories of time series analysis that are needed to analyze time-oriented data and construct real-world short- to medium-term statistical forecasts. \u003cbr\u003e \u003cbr\u003e Authored by highly-experienced academics and professionals in engineering statistics, the \u003ci\u003eSecond Edition\u003c\/i\u003e features discussions on both popular and modern time series methodologies as well as an introduction to Bayesian methods in forecasting. \u003ci\u003eIntroduction to Time Series Analysis and Forecasting, Second Edition\u003c\/i\u003e also includes: \u003cbr\u003e \u003cbr\u003e \u003c\/p\u003e \u003cul\u003e \u003cli\u003eOver 300 exercises from diverse disciplines including health care, environmental studies, engineering, and finance\u003c\/li\u003e \u003cli\u003eMore than 50 programming algorithms using JMP(R), SAS(R), and R that illustrate the theory and practicality of forecasting techniques in the context of time-oriented data \u003c\/li\u003e \u003cli\u003eNew material on frequency domain and spatial temporal data analysis\u003c\/li\u003e \u003cli\u003eExpanded coverage of the variogram and spectrum with applications as well as transfer and intervention model functions\u003c\/li\u003e \u003cli\u003eA supplementary website featuring PowerPoint(R) slides, data sets, and select solutions to the problems\u003c\/li\u003e \u003c\/ul\u003e \u003cbr\u003e \u003ci\u003eIntroduction to Time Series Analysis and Forecasting, Second Edition\u003c\/i\u003e is an ideal textbook upper-undergraduate and graduate-levels courses in forecasting and time series. The book is also an excellent reference for practitioners and researchers who need to model and analyze time series data to generate forecasts.","brand":"Wiley","offers":[{"title":"Hardcover","offer_id":48088879366295,"sku":"9781118745113","price":14066.0,"currency_code":"INR","in_stock":false}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0666\/3471\/1191\/files\/9781118745113.webp?v=1785410933","url":"https:\/\/atlanticbooks.com\/products\/introduction-to-time-series-analysis-and-forecasting-9781118745113","provider":"Atlantic Books","version":"1.0","type":"link"}