Advances In Statistical Methodologies And Their Application To Real Problems

Author : Tsukasa Hokimoto
Publisher : BoD – Books on Demand
Page : 327 pages
File Size : 51,9 Mb
Release : 2017-04-26
Category : Mathematics
ISBN : 9789535131014

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Advances in Statistical Methodologies and Their Application to Real Problems by Tsukasa Hokimoto Pdf

In recent years, statistical techniques and methods for data analysis have advanced significantly in a wide range of research areas. These developments enable researchers to analyze increasingly large datasets with more flexibility and also more accurately estimate and evaluate the phenomena they study. We recognize the value of recent advances in data analysis techniques in many different research fields. However, we also note that awareness of these different statistical and probabilistic approaches may vary, owing to differences in the datasets typical of different research fields. This book provides a cross-disciplinary forum for exploring the variety of new data analysis techniques emerging from different fields.

Author : Anonim
Publisher : Unknown
Page : 128 pages
File Size : 44,6 Mb
Release : 19??
Category : Electronic
ISBN : 9535131028

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Advances in Statistical Methodologies and Their Application to Real Problems by Anonim Pdf

Author : Agostino Di Ciaccio,Mauro Coli,Jose Miguel Angulo Ibanez
Publisher : Springer Science & Business Media
Page : 464 pages
File Size : 48,9 Mb
Release : 2012-03-05
Category : Mathematics
ISBN : 9783642210372

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Advanced Statistical Methods for the Analysis of Large Data-Sets by Agostino Di Ciaccio,Mauro Coli,Jose Miguel Angulo Ibanez Pdf

The theme of the meeting was “Statistical Methods for the Analysis of Large Data-Sets”. In recent years there has been increasing interest in this subject; in fact a huge quantity of information is often available but standard statistical techniques are usually not well suited to managing this kind of data. The conference serves as an important meeting point for European researchers working on this topic and a number of European statistical societies participated in the organization of the event. The book includes 45 papers from a selection of the 156 papers accepted for presentation and discussed at the conference on “Advanced Statistical Methods for the Analysis of Large Data-sets.”

Author : Management Association, Information Resources
Publisher : IGI Global
Page : 1961 pages
File Size : 55,5 Mb
Release : 2020-03-06
Category : Science
ISBN : 9781799824619

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Cognitive Analytics: Concepts, Methodologies, Tools, and Applications by Management Association, Information Resources Pdf

Due to the growing use of web applications and communication devices, the use of data has increased throughout various industries, including business and healthcare. It is necessary to develop specific software programs that can analyze and interpret large amounts of data quickly in order to ensure adequate usage and predictive results. Cognitive Analytics: Concepts, Methodologies, Tools, and Applications provides emerging perspectives on the theoretical and practical aspects of data analysis tools and techniques. It also examines the incorporation of pattern management as well as decision-making and prediction processes through the use of data management and analysis. Highlighting a range of topics such as natural language processing, big data, and pattern recognition, this multi-volume book is ideally designed for information technology professionals, software developers, data analysts, graduate-level students, researchers, computer engineers, software engineers, IT specialists, and academicians.

Author : Aris Spanos
Publisher : Cambridge University Press
Page : 787 pages
File Size : 47,6 Mb
Release : 2019-09-19
Category : Business & Economics
ISBN : 9781107185142

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Probability Theory and Statistical Inference by Aris Spanos Pdf

This empirical research methods course enables informed implementation of statistical procedures, giving rise to trustworthy evidence.

Author : Kim, Dookie,Sekhar Roy, Sanjiban,Länsivaara, Tim,Deo, Ravinesh,Samui, Pijush
Publisher : IGI Global
Page : 618 pages
File Size : 55,9 Mb
Release : 2018-06-15
Category : Technology & Engineering
ISBN : 9781522547679

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Handbook of Research on Predictive Modeling and Optimization Methods in Science and Engineering by Kim, Dookie,Sekhar Roy, Sanjiban,Länsivaara, Tim,Deo, Ravinesh,Samui, Pijush Pdf

The disciplines of science and engineering rely heavily on the forecasting of prospective constraints for concepts that have not yet been proven to exist, especially in areas such as artificial intelligence. Obtaining quality solutions to the problems presented becomes increasingly difficult due to the number of steps required to sift through the possible solutions, and the ability to solve such problems relies on the recognition of patterns and the categorization of data into specific sets. Predictive modeling and optimization methods allow unknown events to be categorized based on statistics and classifiers input by researchers. The Handbook of Research on Predictive Modeling and Optimization Methods in Science and Engineering is a critical reference source that provides comprehensive information on the use of optimization techniques and predictive models to solve real-life engineering and science problems. Through discussions on techniques such as robust design optimization, water level prediction, and the prediction of human actions, this publication identifies solutions to developing problems and new solutions for existing problems, making this publication a valuable resource for engineers, researchers, graduate students, and other professionals.

Author : Matthias R. Mehl,Michael Eid,Cornelia Wrzus,Gabriella M. Harari,Ulrich W. Ebner-Priemer
Publisher : Guilford Publications
Page : 819 pages
File Size : 48,6 Mb
Release : 2023-10-06
Category : Social Science
ISBN : 9781462553112

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Mobile Sensing in Psychology by Matthias R. Mehl,Michael Eid,Cornelia Wrzus,Gabriella M. Harari,Ulrich W. Ebner-Priemer Pdf

How can large-scale, real-time, and real-world data on people’s behaviors, interactions, and environments improve psychological measurement, or lead to customized psychological interventions? Written expressly for social and behavioral scientists, this cutting-edge handbook describes the key concepts and tools of mobile sensing and explains how to plan and conduct a mobile sensing study. Renowned experts address the whats, whys, and how-tos of collecting "big data" using smartphones and other wearables, and explore which research questions can best be addressed with these tools. Modern statistical methods for analyzing mobile sensing data are described--for example, dynamic structural equation modeling, network modeling, and machine learning, including deep neural networks. The book includes best-practice research examples of applications in clinical psychology, aging, neuroscience, health, emotions, relationships, personality, the workplace, and other areas. Key methodological challenges and ethical/privacy issues are highlighted throughout.

Author : Craig A. Mertler,Rachel A. Vannatta
Publisher : Taylor & Francis
Page : 391 pages
File Size : 54,7 Mb
Release : 2016-10-24
Category : Mathematics
ISBN : 9781351971676

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Advanced and Multivariate Statistical Methods by Craig A. Mertler,Rachel A. Vannatta Pdf

Ideal for non-math majors, Advanced and Multivariate Statistical Methods teaches students to interpret, present, and write up results for each statistical technique without overemphasizing advanced math. This highly applied approach covers the why, what, when and how of advanced and multivariate statistics in a way that is neither too technical nor too mathematical. Students also learn how to compute each technique using SPSS software. New to the Sixth Edition Instructor ancillaries are now available with the sixth edition. All SPSS directions and screenshots have been updated to Version 23 of the software. Student learning objectives have been added as a means for students to target their learning and for instructors to focus their instruction. Key words are reviewed and reinforced in the end of chapter material to ensure that students understand the vocabulary of advanced and multivariate statistics.

Author : Stanislav Kolenikov,Lori Thombs,Douglas Steinley
Publisher : John Wiley & Sons
Page : 222 pages
File Size : 51,8 Mb
Release : 2010-02-22
Category : Mathematics
ISBN : 9780470583326

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Statistics in the Social Sciences by Stanislav Kolenikov,Lori Thombs,Douglas Steinley Pdf

A one-of-a-kind compilation of modern statistical methods designed to support and advance research across the social sciences Statistics in the Social Sciences: Current Methodological Developments presents new and exciting statistical methodologies to help advance research and data analysis across the many disciplines in the social sciences. Quantitative methods in various subfields, from psychology to economics, are under demand for constant development and refinement. This volume features invited overview papers, as well as original research presented at the Sixth Annual Winemiller Conference: Methodological Developments of Statistics in the Social Sciences, an international meeting that focused on fostering collaboration among mathematical statisticians and social science researchers. The book provides an accessible and insightful look at modern approaches to identifying and describing current, effective methodologies that ultimately add value to various fields of social science research. With contributions from leading international experts on the topic, the book features in-depth coverage of modern quantitative social sciences topics, including: Correlation Structures Structural Equation Models and Recent Extensions Order-Constrained Proximity Matrix Representations Multi-objective and Multi-dimensional Scaling Differences in Bayesian and Non-Bayesian Inference Bootstrap Test of Shape Invariance across Distributions Statistical Software for the Social Sciences Statistics in the Social Sciences: Current Methodological Developments is an excellent supplement for graduate courses on social science statistics in both statistics departments and quantitative social sciences programs. It is also a valuable reference for researchers and practitioners in the fields of psychology, sociology, economics, and market research.

Author : Conrad Heilmann,Julian Reiss
Publisher : Taylor & Francis
Page : 533 pages
File Size : 53,5 Mb
Release : 2021-11-29
Category : Philosophy
ISBN : 9781317578062

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The Routledge Handbook of the Philosophy of Economics by Conrad Heilmann,Julian Reiss Pdf

The most fundamental questions of economics are often philosophical in nature, and philosophers have, since the very beginning of Western philosophy, asked many questions that current observers would identify as economic. The Routledge Handbook of Philosophy of Economics is an outstanding reference source for the key topics, problems, and debates at the intersection of philosophical and economic inquiry. It captures this field of countless exciting interconnections, affinities, and opportunities for cross-fertilization. Comprising 35 chapters by a diverse team of contributors from all over the globe, the Handbook is divided into eight sections: I. Rationality II. Cooperation and Interaction III. Methodology IV. Values V. Causality and Explanation VI. Experimentation and Simulation VII. Evidence VIII. Policy The volume is essential reading for students and researchers in economics and philosophy who are interested in exploring the interconnections between the two disciplines. It is also a valuable resource for those in related fields like political science, sociology, and the humanities.

Author : Sara Paiva
Publisher : Springer
Page : 341 pages
File Size : 44,6 Mb
Release : 2018-12-11
Category : Technology & Engineering
ISBN : 9783319934914

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Mobile Solutions and Their Usefulness in Everyday Life by Sara Paiva Pdf

This book provides an insight into recent technological trends and innovations in solutions and platforms to improve mobility of visually impaired people. The authors’ goal is to help to contribute to the social and societal inclusion of the visually impaired. The book’s topics include, but are not limited to, obstacle detection systems, indoor and outdoor navigation, transportation sustainability systems, and hardware/devices to aid visually impaired people. The book has a strong focus on practical applications tested in a real environment. Applications include city halls, municipalities, and companies that must keep up to date with recent trends in platforms, methodologies and technologies to promote urban mobility. Also discuss are broader realms including education, health, electronics, tourism, and transportation. Contributors include a variety of researchers and practitioners around the world.

Author : Jean-Louis Auget,N Balakrishnan,Mounir Mesbah,Geert Molenberghs
Publisher : Birkhäuser
Page : 540 pages
File Size : 42,9 Mb
Release : 2006-11-22
Category : Mathematics
ISBN : 0817643680

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Advances in Statistical Methods for the Health Sciences by Jean-Louis Auget,N Balakrishnan,Mounir Mesbah,Geert Molenberghs Pdf

Statistical methods have become an increasingly important and integral part of research in the health sciences. Many sophisticated methodologies have been developed for specific applications and problems. This self-contained comprehensive volume covers a wide range of topics pertaining to new statistical methods in the health sciences, including epidemiology, pharmacovigilance, quality of life, survival analysis, and genomics. The book will serve the health science community as well as practitioners, researchers, and graduate students in applied probability, statistics, and biostatistics.

Author : Deepshikha Agarwal,Khushboo Tripathi,Kumar Krishen
Publisher : CRC Press
Page : 362 pages
File Size : 53,6 Mb
Release : 2023-07-31
Category : Computers
ISBN : 9781000906004

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Concepts of Artificial Intelligence and its Application in Modern Healthcare Systems by Deepshikha Agarwal,Khushboo Tripathi,Kumar Krishen Pdf

This reference text presents the usage of artificial intelligence in healthcare and discusses the challenges and solutions of using advanced techniques like wearable technologies and image processing in the sector. Features: Focuses on the use of artificial intelligence (AI) in healthcare with issues, applications, and prospects Presents the application of artificial intelligence in medical imaging, fractionalization of early lung tumour detection using a low intricacy approach, etc Discusses an artificial intelligence perspective on wearable technology Analyses cardiac dynamics and assessment of arrhythmia by classifying heartbeat using electrocardiogram (ECG) Elaborates machine learning models for early diagnosis of depressive mental affliction This book serves as a reference for students and researchers analyzing healthcare data. It can also be used by graduate and post graduate students as an elective course.

Author : Andriëtte Bekker,(Din) Ding-Geng Chen,Johannes T. Ferreira
Publisher : Springer Nature
Page : 543 pages
File Size : 42,9 Mb
Release : 2020-08-10
Category : Medical
ISBN : 9783030421960

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Computational and Methodological Statistics and Biostatistics by Andriëtte Bekker,(Din) Ding-Geng Chen,Johannes T. Ferreira Pdf

In the statistical domain, certain topics have received considerable attention during the last decade or so, necessitated by the growth and evolution of data and theoretical challenges. This growth has invariably been accompanied by computational advancement, which has presented end users as well as researchers with the necessary opportunities to handle data and implement modelling solutions for statistical purposes. Showcasing the interplay among a variety of disciplines, this book offers pioneering theoretical and applied solutions to practice-oriented problems. As a carefully curated collection of prominent international thought leaders, it fosters collaboration between statisticians and biostatisticians and provides an array of thought processes and tools to its readers. The book thereby creates an understanding and appreciation of recent developments as well as an implementation of these contributions within the broader framework of both academia and industry. Computational and Methodological Statistics and Biostatistics is composed of three main themes: • Recent developments in theory and applications of statistical distributions;• Recent developments in supervised and unsupervised modelling;• Recent developments in biostatistics; and also features programming code and accompanying algorithms to enable readers to replicate and implement methodologies. Therefore, this monograph provides a concise point of reference for a variety of current trends and topics within the statistical domain. With interdisciplinary appeal, it will be useful to researchers, graduate students, and practitioners in statistics, biostatistics, clinical methodology, geology, data science, and actuarial science, amongst others.

Author : Eugene Demidenko
Publisher : John Wiley & Sons
Page : 880 pages
File Size : 50,6 Mb
Release : 2019-11-12
Category : Mathematics
ISBN : 9781118387986

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Advanced Statistics with Applications in R by Eugene Demidenko Pdf

Advanced Statistics with Applications in R fills the gap between several excellent theoretical statistics textbooks and many applied statistics books where teaching reduces to using existing packages. This book looks at what is under the hood. Many statistics issues including the recent crisis with p-value are caused by misunderstanding of statistical concepts due to poor theoretical background of practitioners and applied statisticians. This book is the product of a forty-year experience in teaching of probability and statistics and their applications for solving real-life problems. There are more than 442 examples in the book: basically every probability or statistics concept is illustrated with an example accompanied with an R code. Many examples, such as Who said π? What team is better? The fall of the Roman empire, James Bond chase problem, Black Friday shopping, Free fall equation: Aristotle or Galilei, and many others are intriguing. These examples cover biostatistics, finance, physics and engineering, text and image analysis, epidemiology, spatial statistics, sociology, etc. Advanced Statistics with Applications in R teaches students to use theory for solving real-life problems through computations: there are about 500 R codes and 100 datasets. These data can be freely downloaded from the author's website dartmouth.edu/~eugened. This book is suitable as a text for senior undergraduate students with major in statistics or data science or graduate students. Many researchers who apply statistics on the regular basis find explanation of many fundamental concepts from the theoretical perspective illustrated by concrete real-world applications.