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Advanced Statistics For Testing Assumed Causal Relationships

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Advanced Statistics For Testing Assumed Causal Relationships

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Author : Hooshang Nayebi
language : en
Publisher: Springer Nature
Release Date : 2020-08-15

Advanced Statistics For Testing Assumed Causal Relationships written by Hooshang Nayebi and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-08-15 with Mathematics categories.

This book concentrates on linear regression, path analysis and logistic regressions, the most used statistical techniques for the test of causal relationships. Its emphasis is on the conceptions and applications of the techniques by using simple examples without requesting any mathematical knowledge. It shows multiple regression analysis accurately reconstructs the causal relationships between phenomena. So, it can be used to test the hypotheses about causal relationships between variables. It presents that potential effects of each independent variable on the dependent variable are not limited to direct and indirect effects. The path analysis shows each independent variable has a pure effect on the dependent variable. So, it can be shown the unique contribution of each independent variable to the variation of the dependent variable. It is an advanced statistical text for the graduate students in social and behavior sciences. It also serves as a reference for professionals and researchers.

Advanced Statistics For Testing Assumed Causal Relationships

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Author : Hooshang Nayebi
language : en
Publisher: Springer
Release Date : 2021-08-30

Advanced Statistics For Testing Assumed Causal Relationships written by Hooshang Nayebi and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-08-30 with Mathematics categories.

Introduction To Air Transport Economics

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Author : Bijan Vasigh
language : en
Publisher: Routledge
Release Date : 2017-11-30

Introduction To Air Transport Economics written by Bijan Vasigh and has been published by Routledge this book supported file pdf, txt, epub, kindle and other format this book has been release on 2017-11-30 with Business & Economics categories.

Introduction to Air Transport Economics: From Theory to Applications uniquely merges the institutional and technical aspects of the aviation industry with their theoretical economic underpinnings. In one comprehensive textbook it applies economic theory to all aspects of the aviation industry, bringing together the numerous and informative articles and institutional developments that have characterized the field of airline economics in the last two decades as well as adding a number of areas original to an aviation text. Its integrative approach offers a fresh point of view that will find favor with many students of aviation. The book offers a self-contained theory and applications-oriented text for any individual intent on entering the aviation industry as a practicing professional in the management area. It will be of greatest relevance to undergraduate and graduate students interested in obtaining a more complete understanding of the economics of the aviation industry. It will also appeal to many professionals who seek an accessible and practical explanation of the underlying economic forces that shape the industry.

The Advanced Econometrics Of Tourism Demand

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Author : Haiyan Song
language : en
Publisher: Routledge
Release Date : 2008-12-09

The Advanced Econometrics Of Tourism Demand written by Haiyan Song and has been published by Routledge this book supported file pdf, txt, epub, kindle and other format this book has been release on 2008-12-09 with Business & Economics categories.

Tourism demand is the foundation on which all tourism-related business decisions ultimately rest. This book introduces students, researchers and practitioners to the modern developments in advanced econometric methodology within the context of tourism demand analysis and illustrates these developments with actual tourism applications.

Advanced Methods In Family Therapy Research

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Author : Richard B Miller
language : en
Publisher: Routledge
Release Date : 2013-12-17

Advanced Methods In Family Therapy Research written by Richard B Miller and has been published by Routledge this book supported file pdf, txt, epub, kindle and other format this book has been release on 2013-12-17 with Psychology categories.

Research is vital in moving the field of family therapy forward, but the myriad of possibilities inherent in working with systems and individuals can overwhelm even the most seasoned researcher. Advanced Methods in Family Therapy Research is the best resource to address the day-to-day questions that researchers have as they investigate couples and families, and the best source for learning long-term theory and methodology. The contributors of this volume share their wisdom on a wide variety of topics including validity concerns, measuring interpersonal process and relational change, dyadic data analysis (demonstrated through a sample research study), mixed methods studies, and recruitment and retention. The volume contains one of the most detailed descriptions of data collections and covers interviewing, using questionnaires, and observing brain activity. Also addressed are suggestions to meaningfully reduce cultural bias, to conduct ethical research, and, in the Health Services Research chapter, to examine interventions for clients in various income brackets. A separate, ground-breaking chapter also addresses psychophysiological research in a couple and family therapeutic context. As an added benefit, readers will learn how to become informed consumers of journal articles and studies, how to produce quality, publishable research, and how to write fundable grant proposals. Each chapter provides a clear and detailed guide for students, researchers, and professionals, and as a whole Advanced Methods in Family Therapy Research advances the field by teaching readers how to provide evidence that marriage and family therapy not only relieves symptoms, but also effects behavioral change in all family members.

Python Advanced Predictive Analytics

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Author : Joseph Babcock
language : en
Publisher: Packt Publishing Ltd
Release Date : 2017-12-27

Python Advanced Predictive Analytics written by Joseph Babcock and has been published by Packt Publishing Ltd this book supported file pdf, txt, epub, kindle and other format this book has been release on 2017-12-27 with Computers categories.

Gain practical insights by exploiting data in your business to build advanced predictive modeling applications About This Book A step-by-step guide to predictive modeling including lots of tips, tricks, and best practices Learn how to use popular predictive modeling algorithms such as Linear Regression, Decision Trees, Logistic Regression, and Clustering Master open source Python tools to build sophisticated predictive models Who This Book Is For This book is designed for business analysts, BI analysts, data scientists, or junior level data analysts who are ready to move on from a conceptual understanding of advanced analytics and become an expert in designing and building advanced analytics solutions using Python. If you are familiar with coding in Python (or some other programming/statistical/scripting language) but have never used or read about predictive analytics algorithms, this book will also help you. What You Will Learn Understand the statistical and mathematical concepts behind predictive analytics algorithms and implement them using Python libraries Get to know various methods for importing, cleaning, sub-setting, merging, joining, concatenating, exploring, grouping, and plotting data with pandas and NumPy Master the use of Python notebooks for exploratory data analysis and rapid prototyping Get to grips with applying regression, classification, clustering, and deep learning algorithms Discover advanced methods to analyze structured and unstructured data Visualize the performance of models and the insights they produce Ensure the robustness of your analytic applications by mastering the best practices of predictive analysis In Detail Social Media and the Internet of Things have resulted in an avalanche of data. Data is powerful but not in its raw form; it needs to be processed and modeled, and Python is one of the most robust tools out there to do so. It has an array of packages for predictive modeling and a suite of IDEs to choose from. Using the Python programming language, analysts can use these sophisticated methods to build scalable analytic applications. This book is your guide to getting started with predictive analytics using Python. You'll balance both statistical and mathematical concepts, and implement them in Python using libraries such as pandas, scikit-learn, and NumPy. Through case studies and code examples using popular open-source Python libraries, this book illustrates the complete development process for analytic applications. Covering a wide range of algorithms for classification, regression, clustering, as well as cutting-edge techniques such as deep learning, this book illustrates explains how these methods work. You will learn to choose the right approach for your problem and how to develop engaging visualizations to bring to life the insights of predictive modeling. Finally, you will learn best practices in predictive modeling, as well as the different applications of predictive modeling in the modern world. The course provides you with highly practical content from the following Packt books: 1. Learning Predictive Analytics with Python 2. Mastering Predictive Analytics with Python Style and approach This course aims to create a smooth learning path that will teach you how to effectively perform predictive analytics using Python. Through this comprehensive course, you'll learn the basics of predictive analytics and progress to predictive modeling in the modern world.

Communication Research Statistics

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Author : John C. Reinard
language : en
Publisher: SAGE Publications
Release Date : 2006-04-20

Communication Research Statistics written by John C. Reinard and has been published by SAGE Publications this book supported file pdf, txt, epub, kindle and other format this book has been release on 2006-04-20 with Language Arts & Disciplines categories.

"While most books on statistics seem to be written as though targeting other statistics professors, John Reinard′s Communication Research Statistics is especially impressive because it is clearly intended for the student reader, filled with unusually clear explanations and with illustrations on the use of SPSS. I enjoyed reading this lucid, student-friendly book and expect students will benefit enormously from its content and presentation. Well done!" --John C. Pollock, The College of New Jersey Written in an accessible style using straightforward and direct language, Communication Research Statistics guides students through the statistics actually used in most empirical research undertaken in communication studies. This introductory textbook is the only work in communication that includes details on statistical analysis of data with a full set of data analysis instructions based on SPSS 12 and Excel XP. Key Features: Emphasizes basic and introductory statistical thinking: The basic needs of novice researchers and students are addressed, while underscoring the foundational elements of statistical analyses in research. Students learn how statistics are used to provide evidence for research arguments and how to evaluate such evidence for themselves. Prepares students to use statistics: Students are encouraged to use statistics as they encounter and evaluate quantitative research. The book details how statistics can be understood by developing actual skills to carry out rudimentary work. Examples are drawn from mass communication, speech communication, and communication disorders. Incorporates SPSS 12 and Excel: A distinguishing feature is the inclusion of coverage of data analysis by use of SPSS 12 and by Excel. Information on the use of major computer software is designed to let students use such tools immediately. Companion Web Site! A dedicated Web site includes a glossary, data sets, chapter summaries, additional readings, links to other useful sites, selected "calculators" for computation of related statistics, additional macros for selected statistics using Excel and SPSS, and extra chapters on multiple discriminant analysis and loglinear analysis. Intended Audience: Ideal for undergraduate and graduate courses in Communication Research Statistics or Methods; also relevant for many Research Methods courses across the social sciences

Using Statistics To Make Educational Decisions

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Author : David Tanner
language : en
Publisher: SAGE
Release Date : 2012

Using Statistics To Make Educational Decisions written by David Tanner and has been published by SAGE this book supported file pdf, txt, epub, kindle and other format this book has been release on 2012 with Education categories.

Government scrutiny and intensified oversight have dramatically changed the landscape of education in recent years. Observers want to know how schools compare, which district is best, which states are spending the most per student on education, whether reforms are making a difference, and why so many students are failing. Some of these questions require technical answers that educators historically redirected to outside experts, but the questions leveled at all educators have become so acute and persistent that they can no longer be outsourced. This text helps educators develop the tools and the conceptual understanding needed to provide definitive answers to difficult statistical questions facing education today.

Research Methods For Environmental Psychology

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Author : Robert Gifford
language : en
Publisher: John Wiley & Sons
Release Date : 2015-10-20

Research Methods For Environmental Psychology written by Robert Gifford and has been published by John Wiley & Sons this book supported file pdf, txt, epub, kindle and other format this book has been release on 2015-10-20 with Psychology categories.

Covering the full spectrum of methodology, the timely and indispensible Research Methods for Environmental surveys the research and application methods for studying, changing, and improving human attitudes, behaviour and well-being in relation to the physical environment. The first new book covering research methods in environmental psychology in over 25 years. Brings the subject completely up-to-date with coverage of the latest methodology in the field The level of public concern over the impact of the environment on humans is high, making this book timely and of real interest to a fast growing discipline Comprehensively surveys the research and application methods for studying, changing, and improving human attitudes, behavior, and well-being in relation to the physical environment Robert Gifford is internationally recognised as one of the leading individuals in this field, and the contributors include many of the major leaders in the discipline

Customer Satisfaction Research Management

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Author : Derek R. Allen
language : en
Publisher: Quality Press
Release Date : 2004-02-11

Customer Satisfaction Research Management written by Derek R. Allen and has been published by Quality Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2004-02-11 with Business & Economics categories.

Successful organizations have shifted from being product-based organizations to customer-based organizations, and customer satisfaction management (CSM) is an integral aspect of this new way of thinking. Successfully measuring customer satisfaction can be complicated and very detailed, requiring a great deal of in depth research and analysis. Customer Satisfaction Research Management is intended for advanced service quality managers and marketing researchers involved in the management of customer satisfaction programs. This is the third book in a series by author Derek Allen, focusing on customer satisfaction measurement, analysis, and implementation. Allen begins with the assumption that the reader has at least a minimal familiarity with the psychometric aspects of customer satisfaction measurement, statistical analysis, and linkage research that attempts to establish a causal relationship between customer attitudes and business outcomes. He then builds on this base to first discuss the theoretical relationship between customer satisfaction and financial performance, and then to dive deep into specific applications of customer satisfaction programs. Some of the areas covered include dealing with the challenges of conducting global customer satisfaction measurement programs, linking performance metrics to management compensation systems and financial outcomes, and results deployment. "This book will prove an invaluable resource for research managers charged with developing and implementing customer satisfaction research programs for their organization." Albrecht (Al) Grabenstein First Vice President, Corporate Marketing Comerica "This book describes with outstanding examples how insights gained from deep analysis of customer satisfaction research results can be used to create successful customer relationship marketing strategies and to design effective business processes which improve both customer satisfaction and business results." Lyle Kan Senior Vice President, Performance Management Countrywide Home Loans "Derek Allen offers managers of customer retention programs the tools necessary for the implementation and management of a successful program Managers whose companies have customer relationship management systems in place will also find the discussions on CRM, marketing research, and customer satisfaction very useful." Manuel Gutierrez Director of Market Research Kohler Co.

Advanced Statistics For Testing Assumed Causal Relationships

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