000 02587nam a22003015i 4500
003 CUTN
005 20250523161922.0
008 221114s2023 cau 000 0 eng
020 _a9781529768725
020 _a9781529768732
041 _aEnglish
042 _apcc
082 _a658.834
_bYIL
100 1 _aYildirim, Gokhan,
100 1 _eauthor.
245 1 0 _aApplied marketing analytics /
_cGokhan Yildirim, Raoul Kübler.
250 _a1.
260 _aLondon :
_bSage Publication Pvt Ltd.,
_c2023.
263 _a2307
300 _axiv, 369 p.:
505 _t Introduction Customer segmentation Marketing mix modelling Attribution modelling User-generated data analytics Customer mindset metrics Text mining Churn prediction and marketing classification models with supervised learning Demand forecasting Image analytics Data project management and general recommendations
520 _a"Marketing has become increasingly data-driven in recent years as a result of new emerging technologies such as AI, granular data availability and ever-growing analytics tools. With this trend only set to continue, it's vital for marketers today to be comfortable in their use of data and quantitative approaches and have a thorough grounding in understanding and using marketing analytics in order to gain insights, support strategic decision-making, solve marketing problems, maximise value and achieve success. Taking a very hands-on approach with the use of real-world datasets, case studies and R (a free statistical package), this book supports students and practitioners to explore a range of marketing phenomena using various applied analytics tools, with a balanced mix of technical coverage alongside marketing theory and frameworks. Chapters include learning objectives, figures, tables and questions to help facilitate learning. Also included online with the datasets are software codes and solutions (R Markdowns, HTML files) to use with the book, as well as PowerPoint slides and a teaching guide for instructors teaching a marketing analytics course. This book is essential reading for advanced level marketing students and marketing practitioners who want to become cutting-edge marketers. Dr. Gokhan Yildirim is an Associate Professor of Marketing at Imperial College Business School, London. Dr. Raoul V. Kübler is an Associate Professor of Marketing at ESSEC Business School, Paris"--
700 1 _aKübler, Raoul,
700 1 _eauthor.
906 _a0
_bibc
_corignew
_d2
_eepcn
_f20
_gy-gencatlg
942 _2ddc
_cBOOKS
999 _c44365
_d44365