Описание: Partial least squares is a new approach in structural equation modeling that can pay dividends when theory is scarce, correct model specifications are uncertain, and predictive accuracy is paramount. Marketers can use PLS to build models that measure latent variables such as socioeconomic status, perceived quality, satisfaction, brand attitude, buying intention, and customer loyalty. When applied correctly, PLS can be a great alternative to existing covariance-based SEM approaches. Dr. Ken Kwong-Kay Wong wrote this reference guide with graduate students and marketing practitioners in mind. Coupled with business examples and downloadable datasets for practice, the guide includes step-by-step guidelines for advanced PLS-SEM procedures in SmartPLS, including: CTA-PLS, FIMIX-PLS, GoF (SRMR, dULS, and dG), HCM, HTMT, IPMA, MICOM, PLS-MGA, PLS-POS, PLSc, and QEM. Filled with useful illustrations to facilitate understanding, you'll find this guide a go-to tool when conducting marketing research. "This book provides all the essentials in comprehending, assimilating, applying and explicitly presenting sophisticated structured models in the most simplistic manner for a plethora of Business and Non-Business disciplines." - Professor Siva Muthaly, Dean of Faculty of Business and Management at APU.
Автор: Necmi K. Avkiran; Christian M. Ringle Название: Partial Least Squares Structural Equation Modeling ISBN: 3319890956 ISBN-13(EAN): 9783319890951 Издательство: Springer Рейтинг: Цена: 27950.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: This book pulls together robust practices in Partial Least Squares Structural Equation Modeling (PLS-SEM) from other disciplines and shows how they can be used in the area of Banking and Finance. In terms of empirical analysis techniques, Banking and Finance is a conservative discipline. As such, this book will raise awareness of the potential of PLS-SEM for application in various contexts. PLS-SEM is a non-parametric approach designed to maximize explained variance in latent constructs. Latent constructs are directly unobservable phenomena such as customer service quality and managerial competence. Explained variance refers to the extent we can predict, say, customer service quality, by examining other theoretically related latent constructs such as conduct of staff and communication skills. Examples of latent constructs at the microeconomic level include customer service quality, managerial effectiveness, perception of market leadership, etc.; macroeconomic-level latent constructs would be found in contagion of systemic risk from one financial sector to another, herd behavior among fund managers, risk tolerance in financial markets, etc. Behavioral Finance is bound to provide a wealth of opportunities for applying PLS-SEM. The book is designed to expose robust processes in application of PLS-SEM, including use of various software packages and codes, including R. PLS-SEM is already a popular tool in marketing and management information systems used to explain latent constructs. Until now, PLS-SEM has not enjoyed a wide acceptance in Banking and Finance. Based on recent research developments, this book represents the first collection of PLS-SEM applications in Banking and Finance. This book will serve as a reference book for those researchers keen on adopting PLS-SEM to explain latent constructs in Banking and Finance.
Автор: Hengky Latan; Richard Noonan Название: Partial Least Squares Path Modeling ISBN: 3319877143 ISBN-13(EAN): 9783319877143 Издательство: Springer Рейтинг: Цена: 22359.00 р. Наличие на складе: Поставка под заказ.
Описание: Presents recent developments of partial least squares-path modeling (PLS-PM) Provides a comprehensive overview of the current state of the most advanced research related to PLS-PM Addresses recent theoretical and methodological issues in PLS-PM Features real-data applications in multiple disciplines
Автор: Vincenzo Esposito Vinzi; Wynne W. Chin; J?rg Hense Название: Handbook of Partial Least Squares ISBN: 3662500434 ISBN-13(EAN): 9783662500439 Издательство: Springer Рейтинг: Цена: 50172.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: This handbook provides a comprehensive overview of Partial Least Squares (PLS) methods with specific reference to their use in marketing and with a discussion of the directions of current research and perspectives.
Автор: Cox Ian Название: Discovering Partial Least Squares with Jmp ISBN: 1612908225 ISBN-13(EAN): 9781612908229 Издательство: Неизвестно Рейтинг: Цена: 11946.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: Partial Least Squares (PLS) is a flexible statistical modeling technique that applies to data of any shape. It models relationships between inputs and outputs even when there are more predictors than observations. Using JMP statistical discovery software from SAS, Discovering Partial Least Squares with JMP explores PLS and positions it within the more general context of multivariate analysis. Ian Cox and Marie Gaudard use a "learning through doing" style. This approach, coupled with the interactivity that JMP itself provides, allows you to actively engage with the content. Four complete case studies are presented, accompanied by data tables that are available for download. The detailed "how to" steps, together with the interpretation of the results, help to make this book unique. Discovering Partial Least Squares with JMP is of interest to professionals engaged in continuing development, as well as to students and instructors in a formal academic setting. The content aligns well with topics covered in introductory courses on: psychometrics, customer relationship management, market research, consumer research, environmental studies, and chemometrics. The book can also function as a supplement to courses in multivariate statistics and to courses on statistical methods in biology, ecology, chemistry, and genomics. While the book is helpful and instructive to those who are using JMP, a knowledge of JMP is not required, and little or no prior statistical knowledge is necessary. By working through the introductory chapters and the case studies, you gain a deeper understanding of PLS and learn how to use JMP to perform PLS analyses in real-world situations. This book motivates current and potential users of JMP to extend their analytical repertoire by embracing PLS. Dynamically interacting with JMP, you will develop confidence as you explore underlying concepts and work through the examples. The authors provide background and guidance to support and empower you on this journey. This book is part of the SAS Press program.
Автор: Kelloway E Название: Using LISREL for Structural Equation Modeling ISBN: 0761906266 ISBN-13(EAN): 9780761906261 Издательство: Sage Publications Рейтинг: Цена: 6176.00 р. Наличие на складе: Поставка под заказ.
Описание: This readable introduction to structural equation modelling includes the theory and logic of structural equation models, assessing the `fit` of structural equation models to the data, and their implementation in the LISREL environment.
Описание: Using a tried-and-tested, five-step process, this book provides students with a reader-friendly introduction to the major types of structural equation models implemented in the Mplus framework.
Автор: Collier, Joel Название: Applied Structural Equation Modeling using AMOS ISBN: 0367863294 ISBN-13(EAN): 9780367863296 Издательство: Taylor&Francis Рейтинг: Цена: 22202.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: An integral guide for postgraduates and researchers on how to forge a strong methodology while studying their respective phenomenon of interest, providing step-by-step instructions on how to run analyses, where the important results are in the output, and how to clearly present final results.
Автор: Collier, Joel Название: Applied Structural Equation Modeling using AMOS ISBN: 0367435268 ISBN-13(EAN): 9780367435264 Издательство: Taylor&Francis Рейтинг: Цена: 8879.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: An integral guide for postgraduates and researchers on how to forge a strong methodology while studying their respective phenomenon of interest, providing step-by-step instructions on how to run analyses, where the important results are in the output, and how to clearly present final results.
Автор: Ratan Dasgupta Название: Advances in Growth Curve and Structural Equation Modeling ISBN: 9811345430 ISBN-13(EAN): 9789811345432 Издательство: Springer Рейтинг: Цена: 20962.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: This book explains and explores the growth curve model as a tool to gain insights into various research topics of interest to academics and practitioners alike. It includes studies on growth models for repeated measurement mixture experiments, and optimal designs for growth prediction in order to find an optimum design for the most efficient estimation of the parameters of the mixture models. It presents longitudinal studies conducted on the mathematical aptitude and intelligence quotient of tribal population in North Eastern states of India, and innovative statistical analysis showing that the status of tribes is improving over time. These results are supplemented by similar cross- sectional studies, and a retrospective longitudinal study of the social environment in North Eastern tribes indicating that the growth status of the social environment is improving. Child health is an important topic in developing countries, and as such the book features an overview of the growth and nutritional status of children aged 5 to 18 in India. Characterization of Extended Uniform Distribution and its applications for quality control in industrial production, and in yield data of tuber crops among others are discussed. Characterizations of distribution in terms of performance rate are also proved. There is also a contribution examining the past and present status of mangroves in Sunderban region of the Indian state of West Bengal from an ecological viewpoint using a growth curve model set-up. Lastly, it includes a chapter on a statistical study of platelet size decomposition and related growth model. Highlighting the importance of growth curve modelling as it applies to actual field data and encouraging more theoretically inclined statisticians to look into theoretical issues that need investigation, the book disseminates applications of the growth curve model to real-world problems and addresses related theoretical issues for the attention of theoreticians and practitioners.
Автор: Kamel Gana, Guillaume Broc Название: Structural Equation Modeling with lavaan ISBN: 1786303698 ISBN-13(EAN): 9781786303691 Издательство: Wiley Рейтинг: Цена: 22010.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: A one-stop guide to surviving in the wild, whether you`re lost at sea, stuck up a mountain, or stranded in the rainforest. Find out the key rules to survival, such as how to find shelter and signal for help, and discover the animals you might encounter while you`re there!
Автор: Dasgupta Название: Advances in Growth Curve and Structural Equation Modeling ISBN: 9811309795 ISBN-13(EAN): 9789811309793 Издательство: Springer Рейтинг: Цена: 13974.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: Longitudinal studies on Mathematical Aptitude and Intelligence Quotient in North Eastern tribes.- Cross sectional studies on Mathematical Aptitude and Intelligent Quotient in North Eastern tribes.- Retrospective longitudinal studies of social environment in North Eastern tribes.- Growth models for repeated measurement mixture experiments.- Growth models for repeated measurement mixture experiments: optimal designs for growth prediction.- An overview of growth and nutritional status among 5-18 year children in India.- Growth model for micro-particle ensemble probability.- Past and present status of Mangroves in Sunderban from ecological viewpoint.- Longitudinal Growth curve of Elephant foot yam under stress and plant sensitivity.
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