Applied Marketing Analytics Using R

Download Applied Marketing Analytics Using R full books in PDF, epub, and Kindle. Read online Applied Marketing Analytics Using R ebook anywhere anytime directly on your device. Fast Download speed and no annoying ads. We cannot guarantee that every ebooks is available!

Applied Marketing Analytics Using R

Author : Gokhan Yildirim
Publisher : SAGE Publications Limited
ISBN 13 : 1529613426
Total Pages : 485 pages
Book Rating : 4.5/5 (296 download)

DOWNLOAD NOW!

Book Synopsis Applied Marketing Analytics Using R by : Gokhan Yildirim

Download or read book Applied Marketing Analytics Using R written by Gokhan Yildirim and published by SAGE Publications Limited. This book was released on 2023-08-02 with total page 485 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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, a teaching guide and a testbank 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.

APPLIED MARKETING ANALYTICS USING SPSS

Author : Giri, Arunangshu
Publisher : PHI Learning Pvt. Ltd.
ISBN 13 : 9390544211
Total Pages : 268 pages
Book Rating : 4.3/5 (95 download)

DOWNLOAD NOW!

Book Synopsis APPLIED MARKETING ANALYTICS USING SPSS by : Giri, Arunangshu

Download or read book APPLIED MARKETING ANALYTICS USING SPSS written by Giri, Arunangshu and published by PHI Learning Pvt. Ltd.. This book was released on 2020-12-01 with total page 268 pages. Available in PDF, EPUB and Kindle. Book excerpt: Marketing analytics is important to today's business organizations as it lets them measure performance of their marketing resources and channels and in turn plays a vital role in making business strategies and decisions. The present book, following application-based approach, helps readers to understand the usage of analytics in different marketing contexts such as identifying customer preferences, customer-segmentation, pricing, forecasting, advertising, competitive analysis, perceptual mapping, etc. using SPSS software (Modeler, Statistics and AMOS Graphics). Practical applications in each chapter, with supported screenshots, guide readers to apply different analytical techniques in marketing as they learn. This book is an indispensable companion for the postgraduate students of management with specialization in marketing. Also, the book will prove valuable for the Management Development Programs, Data Analysts, and Researchers in the field. It enables them to identify marketing problems, carry out research efficiently, process the data in a simple way using SPSS, and create reports in a systematic manner. TARGET AUDIENCE • MBA (Marketing) • Data Analysts • Management Development Programme

Applied Marketing Analytics Using SPSS

Author : Arunangshu Giri
Publisher :
ISBN 13 : 9789390544172
Total Pages : 0 pages
Book Rating : 4.5/5 (441 download)

DOWNLOAD NOW!

Book Synopsis Applied Marketing Analytics Using SPSS by : Arunangshu Giri

Download or read book Applied Marketing Analytics Using SPSS written by Arunangshu Giri and published by . This book was released on 2022-02-28 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: Following an application-based approach, this book helps readers to understand the usage of analytics in different marketing contexts, such as identifying customer preferences, customer-segmentation, pricing, forecasting, advertising, competitive analysis, perceptual mapping, using SPSS software (Modeler, Statistics and AMOS Graphics).

R for Marketing Research and Analytics

Author : Chris Chapman
Publisher : Springer
ISBN 13 : 3319144367
Total Pages : 454 pages
Book Rating : 4.3/5 (191 download)

DOWNLOAD NOW!

Book Synopsis R for Marketing Research and Analytics by : Chris Chapman

Download or read book R for Marketing Research and Analytics written by Chris Chapman and published by Springer. This book was released on 2015-03-09 with total page 454 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book is a complete introduction to the power of R for marketing research practitioners. The text describes statistical models from a conceptual point of view with a minimal amount of mathematics, presuming only an introductory knowledge of statistics. Hands-on chapters accelerate the learning curve by asking readers to interact with R from the beginning. Core topics include the R language, basic statistics, linear modeling, and data visualization, which is presented throughout as an integral part of analysis. Later chapters cover more advanced topics yet are intended to be approachable for all analysts. These sections examine logistic regression, customer segmentation, hierarchical linear modeling, market basket analysis, structural equation modeling, and conjoint analysis in R. The text uniquely presents Bayesian models with a minimally complex approach, demonstrating and explaining Bayesian methods alongside traditional analyses for analysis of variance, linear models, and metric and choice-based conjoint analysis. With its emphasis on data visualization, model assessment, and development of statistical intuition, this book provides guidance for any analyst looking to develop or improve skills in R for marketing applications.

Marketing Analytics

Author : José Marcos Carvalho de Mesquita
Publisher : Taylor & Francis
ISBN 13 : 1000481719
Total Pages : 211 pages
Book Rating : 4.0/5 (4 download)

DOWNLOAD NOW!

Book Synopsis Marketing Analytics by : José Marcos Carvalho de Mesquita

Download or read book Marketing Analytics written by José Marcos Carvalho de Mesquita and published by Taylor & Francis. This book was released on 2021-11-01 with total page 211 pages. Available in PDF, EPUB and Kindle. Book excerpt: Marketing Analytics provides guidelines in the application of statistics using IBM SPSS Statistics Software (SPSS) for students and professionals using quantitative methods in marketing and consumer behavior. With simple language and a practical, screenshot-led approach, the book presents 11 multivariate techniques and the steps required to perform analysis. Each chapter contains a brief description of the technique, followed by the possible marketing research applications. One of these applications is then used in detail to illustrate its applicability in a research context, including the needed SPSS commands and illustrations. Each chapter also includes practical exercises that require the readers to perform the technique and interpret the results, equipping students with the necessary skills to apply statistics by means of SPSS in marketing and consumer research. Finally, there is a list of articles employing the technique that can be used for further reading. This textbook provides introductory material for advanced undergraduate and postgraduate students studying marketing and consumer analytics, teaching methods along with practical software-applied training using SPSS. Support material includes two real data sets to illustrate the techniques’ applications and PowerPoint slides providing a step-by-step guide to the analysis and commented outcomes. Professionals are invited to use the book to select and use the appropriate analytics for their specific context.

Marketing Analytics

Author : Robert W. Palmatier
Publisher :
ISBN 13 : 1352013193
Total Pages : 0 pages
Book Rating : 4.3/5 (52 download)

DOWNLOAD NOW!

Book Synopsis Marketing Analytics by : Robert W. Palmatier

Download or read book Marketing Analytics written by Robert W. Palmatier and published by . This book was released on 2022-05-05 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: Using data analytics and big data in marketing and strategic decision-making is a key priority at many organisations and subsequently a vital part of the skills set for a successful marketing professional operating today. Authored by world-leading authorities in the field, Marketing Analytics provides a thoroughly contemporary overview of marketing analytics and coverage of a wide range of cutting edge data analytics techniques. It offers a powerful framework, organising data analysis techniques around solving four underlying marketing problems: the 'First Principles of Marketing'. In this way, it offers an action-oriented, applied approach to managing marketing complexities and issues, and a sound grounding in making effective decisions based on strong evidence. It is supported by vivid international cases and examples, and applied pedagogical features. The companion website offers comprehensive classroom instruction slides, videos including walk throughs on all the examples and methods in the book, data sets, a test bank and a solution guide for instructors.

Customer and Business Analytics

Author : Daniel S. Putler
Publisher : CRC Press
ISBN 13 : 149875970X
Total Pages : 315 pages
Book Rating : 4.4/5 (987 download)

DOWNLOAD NOW!

Book Synopsis Customer and Business Analytics by : Daniel S. Putler

Download or read book Customer and Business Analytics written by Daniel S. Putler and published by CRC Press. This book was released on 2015-09-15 with total page 315 pages. Available in PDF, EPUB and Kindle. Book excerpt: Customer and Business Analytics: Applied Data Mining for Business Decision Making Using R explains and demonstrates, via the accompanying open-source software, how advanced analytical tools can address various business problems. It also gives insight into some of the challenges faced when deploying these tools. Extensively classroom-tested, the text is ideal for students in customer and business analytics or applied data mining as well as professionals in small- to medium-sized organizations. The book offers an intuitive understanding of how different analytics algorithms work. Where necessary, the authors explain the underlying mathematics in an accessible manner. Each technique presented includes a detailed tutorial that enables hands-on experience with real data. The authors also discuss issues often encountered in applied data mining projects and present the CRISP-DM process model as a practical framework for organizing these projects. Showing how data mining can improve the performance of organizations, this book and its R-based software provide the skills and tools needed to successfully develop advanced analytics capabilities.

Marketing Research

Author : Daniel Nunan
Publisher : Pearson UK
ISBN 13 : 1292308761
Total Pages : 1658 pages
Book Rating : 4.2/5 (923 download)

DOWNLOAD NOW!

Book Synopsis Marketing Research by : Daniel Nunan

Download or read book Marketing Research written by Daniel Nunan and published by Pearson UK. This book was released on 2020 with total page 1658 pages. Available in PDF, EPUB and Kindle. Book excerpt: "Working as a marketing researcher remains an intellectually stimulating, creative and rewarding career. Marketing research is a huge and growing industry at the forefront of innovation in many sectors of the economy. However, few industries can have been presented with as many challenges and opportunities as those faced by marketing research due to the growing amounts of data generated by modern technology. Founded upon the enormously successful US edition, and building upon the previous five European editions, the sixth edition of this book seeks to maintain its position as the leading marketing research text, focused on the key challenges facing marketing research in a European context. As with previous editions, this aims to be comprehensive, authoritative and applied. As a result, the book covers all the topics in previous editions while including updates that reflect the changes and challenges that have impacted the marketing research sector since the fifth edition was published. This includes the ever shifting impact of new technologies, the growth of 'insight' and the shifting role of research ethics, for example, through considering the impact of GDPR. This edition has been significantly updated, with new content, updated cases studies and a major focus on the issues and methods generated by new technologies"--

Cutting-edge Marketing Analytics

Author : Rajkumar Venkatesan
Publisher : Pearson Education
ISBN 13 : 0133552527
Total Pages : 321 pages
Book Rating : 4.1/5 (335 download)

DOWNLOAD NOW!

Book Synopsis Cutting-edge Marketing Analytics by : Rajkumar Venkatesan

Download or read book Cutting-edge Marketing Analytics written by Rajkumar Venkatesan and published by Pearson Education. This book was released on 2015 with total page 321 pages. Available in PDF, EPUB and Kindle. Book excerpt: Master practical strategic marketing analysis through real-life case studies and hands-on examples. In Cutting Edge Marketing Analytics, three pioneering experts integrate all three core areas of marketing analytics: statistical analysis, experiments, and managerial intuition. They fully detail a best-practice marketing analytics methodology, augmenting it with case studies that illustrate the quantitative and data analysis tools you'll need to allocate resources, define optimal marketing mixes; perform effective analysis of customers and digital marketing campaigns, and create high-value dashboards and metrics. For each marketing problem, the authors help you: Identify the right data and analytics techniques Conduct the analysis and obtain insights from it Outline what-if scenarios and define optimal solutions Connect your insights to strategic decision-making Each chapter contains technical notes, statistical knowledge, case studies, and real data you can use to perform the analysis yourself. As you proceed, you'll gain an in-depth understanding of: The real value of marketing analytics How to integrate quantitative analysis with managerial sensibility How to apply linear regression, logistic regression, cluster analysis, and Anova models The crucial role of careful experimental design For all marketing professionals specializing in marketing analytics and/or business intelligence; and for students and faculty in all graduate-level business courses covering Marketing Analytics, Marketing Effectiveness, or Marketing Metrics

Data Science for Marketing Analytics

Author : Mirza Rahim Baig
Publisher : Packt Publishing Ltd
ISBN 13 : 1800563884
Total Pages : 637 pages
Book Rating : 4.8/5 (5 download)

DOWNLOAD NOW!

Book Synopsis Data Science for Marketing Analytics by : Mirza Rahim Baig

Download or read book Data Science for Marketing Analytics written by Mirza Rahim Baig and published by Packt Publishing Ltd. This book was released on 2021-09-07 with total page 637 pages. Available in PDF, EPUB and Kindle. Book excerpt: Turbocharge your marketing plans by making the leap from simple descriptive statistics in Excel to sophisticated predictive analytics with the Python programming language Key FeaturesUse data analytics and machine learning in a sales and marketing contextGain insights from data to make better business decisionsBuild your experience and confidence with realistic hands-on practiceBook Description Unleash the power of data to reach your marketing goals with this practical guide to data science for business. This book will help you get started on your journey to becoming a master of marketing analytics with Python. You'll work with relevant datasets and build your practical skills by tackling engaging exercises and activities that simulate real-world market analysis projects. You'll learn to think like a data scientist, build your problem-solving skills, and discover how to look at data in new ways to deliver business insights and make intelligent data-driven decisions. As well as learning how to clean, explore, and visualize data, you'll implement machine learning algorithms and build models to make predictions. As you work through the book, you'll use Python tools to analyze sales, visualize advertising data, predict revenue, address customer churn, and implement customer segmentation to understand behavior. By the end of this book, you'll have the knowledge, skills, and confidence to implement data science and machine learning techniques to better understand your marketing data and improve your decision-making. What you will learnLoad, clean, and explore sales and marketing data using pandasForm and test hypotheses using real data sets and analytics toolsVisualize patterns in customer behavior using MatplotlibUse advanced machine learning models like random forest and SVMUse various unsupervised learning algorithms for customer segmentationUse supervised learning techniques for sales predictionEvaluate and compare different models to get the best outcomesOptimize models with hyperparameter tuning and SMOTEWho this book is for This marketing book is for anyone who wants to learn how to use Python for cutting-edge marketing analytics. Whether you're a developer who wants to move into marketing, or a marketing analyst who wants to learn more sophisticated tools and techniques, this book will get you on the right path. Basic prior knowledge of Python and experience working with data will help you access this book more easily.

Marketing Data Science

Author : Thomas W. Miller
Publisher : FT Press Analytics
ISBN 13 : 9780133886559
Total Pages : 0 pages
Book Rating : 4.8/5 (865 download)

DOWNLOAD NOW!

Book Synopsis Marketing Data Science by : Thomas W. Miller

Download or read book Marketing Data Science written by Thomas W. Miller and published by FT Press Analytics. This book was released on 2015 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: In the past, marketing textbooks would distinguish between "marketing research," a business discipline, and "market research," as in economics, while marketing research would sometimes be described as "marketing science" or "marketing engineering." Today, marketing and sales, marketing and markets, research and science are one. In a world transformed by information technology and instant communication, data rule the day. Data science is the new statistics, a blending of modeling techniques, information technology, and business savvy. Data science is also the new look of marketing research. The best way to learn about marketing data science is to work through examples. This book provides a ready resource and reference guide for modeling techniques. We show programmers how to build on a foundation of code that works to solve real business problems. For solving problems in marketing data science, some things are more easily accomplished with Python, others with R. And there are times when it is good to offer solutions in both languages, checking one against the other. Together, Python and R make a strong combination for doing data science.

Creating Value with Data Analytics in Marketing

Author : Peter C. Verhoef
Publisher : Routledge
ISBN 13 : 1000465462
Total Pages : 337 pages
Book Rating : 4.0/5 (4 download)

DOWNLOAD NOW!

Book Synopsis Creating Value with Data Analytics in Marketing by : Peter C. Verhoef

Download or read book Creating Value with Data Analytics in Marketing written by Peter C. Verhoef and published by Routledge. This book was released on 2021-11-07 with total page 337 pages. Available in PDF, EPUB and Kindle. Book excerpt: The key competing texts are practitioner-focused ‘how to’ guides, whilst our book combines rigorous theory with practical insight and examples, with authors from both the academic and business world, making it more adoptable as a student text; Unlike other books on the subject, this has a customer focus and an exploration of how big data can add value to customers as well as organisations; Enables readers to move from "big data" to "big solutions" by demonstrating how to integrate data analytics into specific goals and processes for implementation; Highly successful and well regarded both for students and practitioners

Architecting Experience

Author : Scot R. Wheeler
Publisher : World Scientific
ISBN 13 : 9814678422
Total Pages : 281 pages
Book Rating : 4.8/5 (146 download)

DOWNLOAD NOW!

Book Synopsis Architecting Experience by : Scot R. Wheeler

Download or read book Architecting Experience written by Scot R. Wheeler and published by World Scientific. This book was released on 2015-12-16 with total page 281 pages. Available in PDF, EPUB and Kindle. Book excerpt: "In a world with a seemingly infinite amount of content and scores of methods for consuming that content, marketing communication today is about appealing to individuals, person by person. Effectively appealing to customers requires delivery of brand experiences built on relevance and recognition of context. Just as in any conversation, delivering relevance in context requires understanding the person one is speaking with and shared environment. Wheeler answers the biggest question facing digital marketers today: "with an ever expanding array of digital touch points at one's disposal, how does one deliver content and experiences around one's brand that build relationships and drives results?" The quick answer to this is "through the application of data and analytics to drive highly relevant, contextual targeted content and adaptive experience", but since this answer is not as easy to achieve as it is to say, Architecting Experience has been designed to help readers develop the understanding of marketing data, technology and analytics required to make this happen."--

Marketing Analytics: A Practitioner's Guide To Marketing Analytics And Research Methods

Author : Ashok Charan
Publisher : World Scientific Publishing Company
ISBN 13 : 9814641383
Total Pages : 720 pages
Book Rating : 4.8/5 (146 download)

DOWNLOAD NOW!

Book Synopsis Marketing Analytics: A Practitioner's Guide To Marketing Analytics And Research Methods by : Ashok Charan

Download or read book Marketing Analytics: A Practitioner's Guide To Marketing Analytics And Research Methods written by Ashok Charan and published by World Scientific Publishing Company. This book was released on 2015-05-20 with total page 720 pages. Available in PDF, EPUB and Kindle. Book excerpt: The digital age has transformed the very nature of marketing. Armed with smartphones, tablets, PCs and smart TVs, consumers are increasingly hanging out on the internet. Cyberspace has changed the way they communicate, and the way they shop and buy. This fluid, de-centralized and multidirectional medium is changing the way brands engage with consumers.At the same time, technology and innovation, coupled with the explosion of business data, has fundamentally altered the manner we collect, process, analyse and disseminate market intelligence. The increased volume, variety and velocity of information enables marketers to respond with much greater speed, to changes in the marketplace. Market intelligence is timelier, less expensive, and more accurate and actionable.Anchored in this age of transformations, Marketing Analytics is a practitioner's guide to marketing management in the 21st century. The text devotes considerable attention to the way market analytic techniques and market research processes are being refined and re-engineered. Written by a marketing veteran, it is intended to guide marketers as they craft market strategies, and execute their day to day tasks.

Handbook of Marketing Analytics

Author : Natalie Mizik
Publisher : Edward Elgar Publishing
ISBN 13 : 1784716758
Total Pages : 712 pages
Book Rating : 4.7/5 (847 download)

DOWNLOAD NOW!

Book Synopsis Handbook of Marketing Analytics by : Natalie Mizik

Download or read book Handbook of Marketing Analytics written by Natalie Mizik and published by Edward Elgar Publishing. This book was released on with total page 712 pages. Available in PDF, EPUB and Kindle. Book excerpt: Marketing Science contributes significantly to the development and validation of analytical tools with a wide range of applications in business, public policy and litigation support. The Handbook of Marketing Analytics showcases the analytical methods used in marketing and their high-impact real-life applications. Fourteen chapters provide an overview of specific marketing analytic methods in some technical detail and 22 case studies present thorough examples of the use of each method in marketing management, public policy, and litigation support. All contributing authors are recognized authorities in their area of specialty.

Predictive Analytics for Marketers

Author : Barry Leventhal
Publisher : Kogan Page Publishers
ISBN 13 : 0749479949
Total Pages : 273 pages
Book Rating : 4.7/5 (494 download)

DOWNLOAD NOW!

Book Synopsis Predictive Analytics for Marketers by : Barry Leventhal

Download or read book Predictive Analytics for Marketers written by Barry Leventhal and published by Kogan Page Publishers. This book was released on 2018-02-03 with total page 273 pages. Available in PDF, EPUB and Kindle. Book excerpt: Predictive analytics has revolutionized marketing practice. It involves using many techniques from data mining, statistics, modelling, machine learning and artificial intelligence, to analyse current data and make predictions about unknown future events. In business terms, this enables companies to forecast consumer behaviour and much more. Predictive Analytics for Marketers will guide marketing professionals on how to apply predictive analytical tools to streamline business practices. Including comprehensive coverage of an array of predictive analytic tools and techniques, this book enables readers to harness patterns from past data, to make accurate and useful predictions that can be converted to business success. Truly global in its approach, the insights these techniques offer can be used to manage resources more effectively across all industries and sectors. Written in clear, non-technical language, Predictive Analytics for Marketers contains case studies from the author's more than 25 years of experience and articles from guest contributors, demonstrating how predictive analytics can be used to successfully achieve a range of business purposes.

Data Mining for Business Analytics

Author : Galit Shmueli
Publisher : John Wiley & Sons
ISBN 13 : 1118879333
Total Pages : 576 pages
Book Rating : 4.1/5 (188 download)

DOWNLOAD NOW!

Book Synopsis Data Mining for Business Analytics by : Galit Shmueli

Download or read book Data Mining for Business Analytics written by Galit Shmueli and published by John Wiley & Sons. This book was released on 2017-09-12 with total page 576 pages. Available in PDF, EPUB and Kindle. Book excerpt: Data Mining for Business Analytics: Concepts, Techniques, and Applications in R presents an applied approach to data mining concepts and methods, using R software for illustration Readers will learn how to implement a variety of popular data mining algorithms in R (a free and open-source software) to tackle business problems and opportunities. This is the fifth version of this successful text, and the first using R. It covers both statistical and machine learning algorithms for prediction, classification, visualization, dimension reduction, recommender systems, clustering, text mining and network analysis. It also includes: Two new co-authors, Inbal Yahav and Casey Lichtendahl, who bring both expertise teaching business analytics courses using R, and data mining consulting experience in business and government Updates and new material based on feedback from instructors teaching MBA, undergraduate, diploma and executive courses, and from their students More than a dozen case studies demonstrating applications for the data mining techniques described End-of-chapter exercises that help readers gauge and expand their comprehension and competency of the material presented A companion website with more than two dozen data sets, and instructor materials including exercise solutions, PowerPoint slides, and case solutions www.dataminingbook.com Data Mining for Business Analytics: Concepts, Techniques, and Applications in R is an ideal textbook for graduate and upper-undergraduate level courses in data mining, predictive analytics, and business analytics. This new edition is also an excellent reference for analysts, researchers, and practitioners working with quantitative methods in the fields of business, finance, marketing, computer science, and information technology.