Discrete Data Analysis With R

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Discrete Data Analysis With R

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Author : Michael Friendly
language : en
Publisher: CRC Press
Release Date : 2015-12-16

Discrete Data Analysis With R written by Michael Friendly and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2015-12-16 with Mathematics categories.

An Applied Treatment of Modern Graphical Methods for Analyzing Categorical DataDiscrete Data Analysis with R: Visualization and Modeling Techniques for Categorical and Count Data presents an applied treatment of modern methods for the analysis of categorical data, both discrete response data and frequency data. It explains how to use graphical meth

Financial Data Analytics With R

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Author : Jenny K. Chen
language : en
Publisher: CRC Press
Release Date : 2024-07-12

Financial Data Analytics With R written by Jenny K. Chen and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-07-12 with Mathematics categories.

Financial Data Analysis with R: Monte-Carlo Validation is a comprehensive exploration of statistical methodologies and their applications in finance. Readers are taken on a journey in each chapter through practical explanations and examples, enabling them to develop a solid foundation of these methods in R and their applications in finance. This book serves as an indispensable resource for finance professionals, analysts, and enthusiasts seeking to harness the power of data-driven decision-making. The book goes beyond just teaching statistical methods in R and incorporates a unique section of informative Monte-Carlo simulations. These Monte-Carlo simulations are uniquely designed to showcase the reader the potential consequences and misleading conclusions that can arise when fundamental model assumptions are violated. Through step-by-step tutorials and realworld cases, readers will learn how and why model assumptions are important to follow. With a focus on practicality, Financial Data Analysis with R: Monte-Carlo Validation equips readers with the skills to construct and validate financial models using R. The Monte-Carlo simulation exercises provide a unique opportunity to understand the methods further, making this book an essential tool for anyone involved in financial analysis, investment strategy, or risk management. Whether you are a seasoned professional or a newcomer to the world of financial analytics, this book serves as a guiding light, empowering you to navigate the landscape of finance with precision and confidence. Key Features: An extensive compilation of commonly used financial data analytics methods from fundamental to advanced levels Learn how to model and analyze financial data with step-by-step illustrations in R and ready-to-use publicly available data Includes Monte-Carlo simulations uniquely designed to showcase the reader the potential consequences and misleading conclusions that arise when fundamental model assumptions are violated Data and computer programs are available for readers to replicate and implement the models and methods themselves

Data Science And Analytics With Python R And Spss Programming

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Author : V.K. Jain
language : en
Publisher: KHANNA PUBLISHING HOUSE
Release Date :

Data Science And Analytics With Python R And Spss Programming written by V.K. Jain and has been published by KHANNA PUBLISHING HOUSE this book supported file pdf, txt, epub, kindle and other format this book has been release on with Computers categories.

The Book has been written completely as per AICTE recommended syllabus on "Data Sciences". SALIENT FEATURES OF THE BOOK: Explains how data is collected, managed and stored for data science. With complete courseware for understand the key concepts in data science including their real-world applications and the toolkit used by data scientists. Implement data collection and management. Provided with state of the arts subjectwise. With all required tutorials on R, Python and Bokeh, Anaconda, IBM SPSS-21 and Matplotlib.

Data Science With R Programming

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Author : Dr.CARMEL MARY BELINDA.M.J
language : en
Publisher: SK Research Group of Companies
Release Date : 2024-02-07

Data Science With R Programming written by Dr.CARMEL MARY BELINDA.M.J and has been published by SK Research Group of Companies this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-02-07 with Computers categories.

Dr.CARMEL MARY BELINDA.M.J, Professor, Department of Computer Science and Engineering, Saveetha School of Engineering, Saveetha Institute of Medical and Technical Sciences, Saveetha University, Chennai, Tamil Nadu, India. Dr.K.NATTAR KANNAN, Professor, Department of Computer Science and Engineering, Saveetha School of Engineering, Saveetha Institute of Medical and Technical Sciences, Saveetha University, Chennai, Tamil Nadu, India. Dr.R.GNANAJEYARAMAN, Profesor, Department of Computer Science and Engineering, Saveetha School of Engineering, Saveetha Institute of Medical And Technical Sciences, Saveetha University, Chennai, India. Dr.U.ARUL, Professor, Department of Computer Science and Engineering, Saveetha School of Engineering, Saveetha Institute of Medical and Technical Sciences, Saveetha University, Chennai, Tamil Nadu, India. Dr.M.RAMA MOORTHY, Professor, Department of Computer Science and Engineering, Saveetha School of Engineering, Saveetha Institute of Medical and Technical Sciences, Saveetha University, Chennai, Tamil Nadu, India.

Applied Analytics Through Case Studies Using Sas And R

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Author : Deepti Gupta
language : en
Publisher: Apress
Release Date : 2018-08-03

Applied Analytics Through Case Studies Using Sas And R written by Deepti Gupta and has been published by Apress this book supported file pdf, txt, epub, kindle and other format this book has been release on 2018-08-03 with Computers categories.

Examine business problems and use a practical analytical approach to solve them by implementing predictive models and machine learning techniques using SAS and the R analytical language. This book is ideal for those who are well-versed in writing code and have a basic understanding of statistics, but have limited experience in implementing predictive models and machine learning techniques for analyzing real world data. The most challenging part of solving industrial business problems is the practical and hands-on knowledge of building and deploying advanced predictive models and machine learning algorithms. Applied Analytics through Case Studies Using SAS and R is your answer to solving these business problems by sharpening your analytical skills. What You'll Learn Understand analytics and basic data concepts Use an analytical approach to solve Industrial business problems Build predictive model with machine learning techniques Create and apply analytical strategies Who This Book Is For Data scientists, developers, statisticians, engineers, and research students with a great theoretical understanding of data and statistics who would like to enhance their skills by getting practical exposure in data modeling.

Six Sigma

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Author : Timothy D. Blackburn
language : en
Publisher: Springer Nature
Release Date : 2022-04-12

Six Sigma written by Timothy D. Blackburn and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-04-12 with Technology & Engineering categories.

This book introduces the reader to Six Sigma, a problem-solving technique for reducing defects and variation in processes. The author uses DMAIC phases (Define, Measure, Analyze, Improve and Control) and a data-centric approach, leveraging applied statistics with Minitab®. Readers are enabled to solve novel problems where there isn’t an apparent root cause or solution identified. The author walks readers through an (imaginary) case study, explaining both the DMAIC approach and how to use Minitab in a practical way. The presentation includes data sets and instructions on how to analyze data in the context of Six Sigma using Minitab.

Behavioural Research For Transport Policy

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Author : Brill Academic
language : en
Publisher: VSP
Release Date : 1986-12

Behavioural Research For Transport Policy written by Brill Academic and has been published by VSP this book supported file pdf, txt, epub, kindle and other format this book has been release on 1986-12 with Transportation categories.

The efficiency of transport systems depends on their relevance to those using them. All too often, however, transport policies are implemented at great expense without due regard to the behaviour, and consequent needs, of transport users. Behavioural Research for Transport Policy will improve the lines of communication between behavioural researchers and policy makers. The papers presented at the 1985 International Conference on Travel Behaviour cover the wide range of factors which need to be taken into account when gauging the effect behaviour has on transport requirements and usage. Contributions discuss the variety and usefulness of different survey frameworks; the lifestyle factors affecting transport use, and the problems of cost effectiveness in both survey techniques and the implementation of transport policy.

New Approaches In Classification And Data Analysis

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Author : E. Diday
language : en
Publisher: Springer
Release Date : 1994-11-10

New Approaches In Classification And Data Analysis written by E. Diday and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 1994-11-10 with Business & Economics categories.

The subject of this book is the analysis and processing of structural or quantitative data with emphasis on classification methods, new algorithms as well as applications in various fields related to data analysis and classification. The book presents the state of the art in world-wide research and application of methods from the fields indicated above and consists of survey papers as well as research papers.

Complex Systems In Finance And Econometrics

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Author : Robert A. Meyers
language : en
Publisher: Springer Science & Business Media
Release Date : 2010-11-03

Complex Systems In Finance And Econometrics written by Robert A. Meyers and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2010-11-03 with Business & Economics categories.

Finance, Econometrics and System Dynamics presents an overview of the concepts and tools for analyzing complex systems in a wide range of fields. The text integrates complexity with deterministic equations and concepts from real world examples, and appeals to a broad audience.

Methods And Techniques In Human Geography

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Author : Guy M. Robinson
language : en
Publisher:
Release Date : 1998-07-03

Methods And Techniques In Human Geography written by Guy M. Robinson and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1998-07-03 with Science categories.

The study of Human Geography has changed. From the quantitative revolution of the 1960s to the recent 'cultural turn', new theories, approaches, methodologies and arguments have completely remapped the discipline of Geography. Methods and Techniques in Human Geography provides the fullest available introduction and assessment of these changes in both quantitative and qualitative Geography. Clearly, concisely and generously written, Methods and Techniques in Human Geography will become the students' companion to one of the most widely misunderstood, contested and fascinating areas of Human Geography. Geography / Social Science Contents Introduction Exploring Geographical Data Testing Hypotheses Measuring Associations Multivariate Analysis Generalised Linear Models and Categorical Data Analysis Spatial Allocation Spatial Interaction Spatial Statistics, Spatial Models and Spatial Structure Space and Time Systems and Geographical Information Systems Investigating Behaviour and Perception Qualitative Methods Marxist Analysis in Human Geography Feminist Geographies Postmodern Geographies.