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Practical Data Processing and Analysis Using R

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The Modern Business Data Analyst: A Case Study Introduction Into Business Data Analytics with Crisp-DM and R
滿額折
出版日:2024/06/17 作者:Dominik Jung  出版社:Springer Nature  裝訂:平裝
This book illustrates and explains the key concepts of business data analytics from scratch, tackling the day-to-day challenges of a business data analyst. It provides you with all the professional tools you need to predict online shop sales, to conduct A/B tests on marketing campaigns, to generate automated reports with PowerPoint, to extract datasets from Wikipedia, and to create interactive analytics Web apps. Alongside these practical projects, this book provides hands-on coding exercises, case studies, the essential programming tools and the CRISP-DM framework which you'll need to kickstart your career in business data analytics.The different chapters prioritize practical understanding over mathematical theory, using realistic business data and challenges of the Junglivet Whisky Company to intuitively grasp key concepts and ideas. Designed for beginners and intermediates, this book guides you from business data analytics fundamentals to advanced techniques, covering a large number
優惠價: 1 3479
庫存:1
Economic and Financial Modelling With Eviews ― A Guide for Students and Professionals
75 折
出版日:2018/11/01 作者:Abdulkader Aljandali; Motasam Tatahi  出版社:Springer Nature  裝訂:精裝
This practical guide in Eviews is aimed at practitioners and students in business, economics, econometrics, and finance. It uses a step-by-step approach to equip readers with a toolkit that enables them to make the most of this widely used econometric analysis software. Statistical and econometrics concepts are explained visually with examples, problems, and solutions.Developed by economists, the Eviews statistical software package is used most commonly for time-series oriented econometric analysis. It allows users to quickly develop statistical relations from data and then use those relations to forecast future values of the data. The package provides convenient ways to enter or upload data series, create new series from existing ones, display and print series, carry out statistical analyses of relationships among series, and manipulate results and output. This highly hands-on resource includes more than 200 illustrative graphs and tables and tutorials throughout. Abdulkader Alja
優惠價: 75 5219
庫存:1
The Resilience of Cultural Landscapes: Perspectives from UNESCO World Heritage Sites
90 折
出版日:2024/05/03 作者:Fabrizio Aimar  出版社:Springer Nature  裝訂:精裝
This book explores the possibility of building the resilience of the UNESCO cultural landscapes, both using theoretical conceptions and practical strategies and actions. Two case studies have been selected, one in Italy and one in China, which have then been explored for the first time in such a comparative way. Different notions of landscape, as well as the driving force of changes affecting these landscapes, are examined and compared.Moreover, the perceptions of the local communities regarding these landscapes are examined, using online questionnaires with over 400 participants. This research highlights the need for an integrated management system, building stronger rural communities able to manage change and continuity. Five pillars to build the resilience of these landscapes have been provided, with schemes and figures, requiring a people-centered approach in their management.This book demonstrates strong connections between identity and landscape resilience, especially in inlandar
優惠價: 9 6299
庫存:1
出版日:2024/02/11 作者:Ajay Gupta  出版社:Springer Nature  裝訂:平裝
This book provides an in-depth roadmap for qualitative research methods and data analysis across disciplines using ATLAS.ti. It encompasses and rationalizes key qualitative research concepts and methods with innovative frameworks to enrich the reader’s understanding of qualitative research methods and data analysis. The book contains multiple real-world projects that assist readers in developing conceptual and theoretical knowledge, as well as gaining insights from fieldwork, visualizing data collection, analysis, and methodological interpretations.This easy to use book provides a pragmatic approach to qualitative methods, proficiency in capturing field observations, user-friendly steps to data analysis starting from transcription, preparation of data, reading and identification of quotations, coding, memoing, commenting, code groups, creating smart codes and groups using set, semantic, and proximity operators resulting in generating numerous insightful thematic reports in avariety of
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出版日:2018/11/13 作者:Peter Filzmoser; Karel Hron; Matthias Templ  出版社:Springer Nature  裝訂:精裝
This book presents the statistical analysis of compositional data using the log-ratio approach. It includes a wide range of classical and robust statistical methods adapted for compositional data anal
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出版日:2018/11/09 作者:Jean Thioulouse; St廧hane Dray; Anne-b嶧trice Dufour; Aur幨ie Siberchicot; Thibaut Jombart  出版社:Springer Nature  裝訂:精裝
This book introduces the ade4 package for R which provides multivariate methods for the analysis of ecological data. It is implemented around the mathematical concept of the duality diagram, and provi
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出版日:2024/11/21 作者:Robert H. Shumway  出版社:Springer Nature  裝訂:精裝
This 5th edition of this popular graduate textbook, presents a balanced and comprehensive treatment of both time and frequency domain methods with accompanying theory. It includes numerous examples using nontrivial data illustrate solutions to problems such as discovering natural and anthropogenic climate change, evaluating pain perception experiments using functional magnetic resonance imaging, and monitoring a nuclear test ban treaty. The R package 'astsa' has had major updates and the text will reflect those updates. In general, the graphics have been improved. New topics include random number generation, modeling and fitting predator-prey interactions, more emphasis on structural models, testing for linearity, discussion of EM algorithm is more extensive, Bayesian analysis of state space models and MCMC is more extensive (including new scripts in astsa), particle methods are introduced, stochastic volatility coverage is expanded, changepoint detection is introduced (new topic).The
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Epidemics ― Models and Data Using R
90 折
出版日:2018/11/08 作者:Ottar Bjornstad  出版社:Springer Nature  裝訂:平裝
This book is designed to be a practical study in infectious disease dynamics. The book offers an easy to follow implementation and analysis of mathematical epidemiology. The book focuses on recent cas
優惠價: 9 3240
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出版日:2018/11/19 作者:Nikki Kiyimba; Jessica Nina Lester; Michelle O'reilly  出版社:Springer Nature  裝訂:精裝
This highly practical resource brings new dimensions to the utility of qualitative data in health research by focusing on naturally occurring data. It examines how naturally occurring data complement
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出版日:2018/10/18 作者:Dan E. Kelley  出版社:Springer Nature  裝訂:精裝
This book presents the R software environment as a key tool for oceanographic computations and provides a rationale for using R over the more widely-used tools of the field such as MATLAB. Kelley prov
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Marketing Innovations in the Automotive Industry ― Meeting the Challenges of the Digital Age
75 折
出版日:2019/06/14 作者:Elena Candelo  出版社:Springer Nature  裝訂:精裝
This book proposes that, within the automotive industry, revised marketing principles and innovative marketing strategies are needed to address more effectively the unprecedented challenges posed by t
優惠價: 75 6959
庫存:1
出版日:2019/02/22 作者:喕vind Ryan  出版社:Springer Nature  裝訂:精裝
This book offers a user friendly, hands-on, and systematic introduction to applied and computational harmonic analysis: to Fourier analysis, signal processing and wavelets; and to their interplay and
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出版日:2019/02/15 作者:喕vind Ryan  出版社:Springer Nature  裝訂:精裝
This book offers a user friendly, hands-on, and systematic introduction to applied and computational harmonic analysis: to Fourier analysis, signal processing and wavelets; and to their interplay and
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出版日:2018/10/05 作者:Mohammad Moshirpour (EDT); Behrouz Far (EDT); Reda Alhajj (EDT)  出版社:Springer Nature  裝訂:精裝
This book addresses and examines the impacts of applications and services for data management and analysis, such as infrastructure, platforms, software, and business processes, on both academia and in
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Between Mobility and Migration ― The Multi-level Governance of Intra-european Movement
90 折
出版日:2018/08/07 作者:Peter Scholten (EDT); Mark Van Ostaijen (EDT)  出版社:Springer Nature  裝訂:精裝
This open access book offers a critical perspective on intra-European mobility and migration by using new empirical data and theoretical discussions. It develops a theoretical and empirical analysis o
優惠價: 9 2430
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出版日:2018/07/17 作者:S. Ejaz Ahmed (EDT)  出版社:Springer Nature  裝訂:平裝
This volume conveys some of the surprises, puzzles and success stories in high-dimensional and complex data analysis and related fields. Its peer-reviewed contributions showcase recent advances in var
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出版日:2018/07/12 作者:Lu Chen; Shenglian Guo  出版社:Springer Nature  裝訂:精裝
This book presents an overview of copula theory and its application in hydrology, and provides valuable insights, useful methods and practical applications for multivariate hydrological analysis using
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Lectures on Categorical Data Analysis
90 折
出版日:2018/05/01 作者:Tamas Rudas  出版社:Springer Nature  裝訂:精裝
This book offers a relatively self-contained presentation of the fundamental results in categorical data analysis, which plays a central role among the statistical techniques applied in the social, po
優惠價: 9 3150
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出版日:2019/03/08 作者:Rakesh Kumar Maurya  出版社:Springer Nature  裝訂:精裝
This book deals with in-cylinder pressure measurement and its post-processing for combustion quality analysis of conventional and advanced reciprocating engines. It offers insight into knocking and co
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出版日:2019/02/26 作者:Christo El Morr; Hossam Ali-hassan  出版社:Springer Nature  裝訂:平裝
This book offers a practical introduction to healthcare analytics that does not require a background in data science or statistics. It presents the basics of data, analytics and tools and includes mul
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出版日:2019/02/04 作者:Marius Hofert; Ivan Kojadinovic; Martin M踄hler; Jun Yan  出版社:Springer Nature  裝訂:平裝
This book introduces the main theoretical findings related to copulas and shows how statistical modeling of multivariate continuous distributions using copulas can be carried out in the R statistical
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出版日:2019/01/28 作者:Dhananjay Singh; Madhusudan Singh  出版社:Springer Nature  裝訂:平裝
This book highlights new methods, algorithms and software for the digital processing and recovery of signals. In addition, it describes a new method for modeling one dimensional and multidimensional s
優惠價: 1 3499
無庫存
Basic Concepts of Data and Error Analysis ― With Introductions to Probability and Statistics and to Computer Methods
90 折
出版日:2018/11/03 作者:Panayiotis Nicos Kaloyerou  出版社:Springer Nature  裝訂:平裝
This introductory textbook explains the concepts and methods of data and error analysis needed for laboratory experiment write-ups, especially physics and engineering experiments. The book contains th
優惠價: 9 2025
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Sequence Analysis and Related Approaches ― Innovative Methods and Applications
90 折
出版日:2018/10/29 作者:Gilbert Ritschard (EDT); Matthias Studer (EDT)  出版社:Springer Nature  裝訂:精裝
This open access book provides innovative methods and original applications of sequence analysis (SA) and related methods for analysing longitudinal data describing life trajectories such as professio
優惠價: 9 2430
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出版日:2018/10/18 作者:Turab Lookman (EDT); Stephan Eidenbenz (EDT); Frank Alexander (EDT); Cris Barnes (EDT)  出版社:Springer Nature  裝訂:精裝
This book addresses the current status, challenges and future directions of data-driven materials discovery and design. It presents the analysis and learning from data as a key theme in many science a
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出版日:2018/07/18 作者:Seppo Laaksonen  出版社:Springer Nature  裝訂:精裝
This book focuses on quantitative survey methodology, data collection and cleaning methods. Providing starting tools for using and analyzing a file once a survey has been conducted, it addresses field
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出版日:2023/11/28 作者:Yiming Wang; He Tian  出版社:Springer Nature  裝訂:平裝
Based on the Judicial Transparency Index Assessment (2019 and 2020) conducted in China by the Institute of Law of the Chinese Academy of Social Sciences, this book summarizes and analyzes the current situation of judicial openness in China, using a sample of 218 courts across the country for the study. The book analyzes the ideological and institutional origins of judicial openness and examines the operation of judicial openness through the practical experience of role replacement. By analyzing evaluation data in the fields of audit information disclosure, trial information disclosure, judicial enforcement data disclosure, and judicial reform data disclosure, the book points out that the current judicial disclosure has made significant progress, but there are still problems such as unclear disclosure standards, insufficient rigidity in disclosure requirements, and the scope of disclosure still needs to be expanded.The book recommends accelerating the disclosure of judicial legislation,
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出版日:2019/01/29 作者:Martin Ignacio Pech-canul (EDT); N. M. Ravindra (EDT)  出版社:Springer Nature  裝訂:精裝
This book is a practical guide to optical, optoelectronic, and semiconductor materials and provides an overview of the topic from its fundamentals to cutting-edge processing routes to groundbreaking t
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出版日:2019/01/03 作者:Armin Iske  出版社:Springer Nature  裝訂:精裝
This textbook offers an accessible introduction to the theory and numerics of approximation methods, combining classical topics of approximation with recent advances in mathematical signal processing,
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出版日:2018/11/13 作者:Jie Cao; Quan Zhang; Weisong Shi  出版社:Springer Nature  裝訂:平裝
The success of the Internet of Things and rich cloud services have helped create the need for edge computing, in which data processing occurs in part at the network edge, rather than completely in the
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Geospatial Technologies for Agriculture ― Case Studies from India
90 折
出版日:2018/10/20 作者:K. V. Raju; V. R. Hegde; Satish A. Hegde  出版社:Springer Nature  裝訂:平裝
This book uniquely presents accurate and up-to-date information related to crops in small and fragmented agricultural lands with mixed cropping patterns. The book involves research using remote sensing (RS), Global Positioning Systems (GPS) and Geographic Information Systems (GIS) to develop crop inventories in three growing seasons in three villages across India to inform decision makers and planners on best practices for agricultural management. The data analysis of crop details using various geospatial technologies fills in gaps in statistical agriculture research, and provides reliable, replicable and efficient methods for generating agricultural statistics. The book will be of interest to statisticians, planners and decision makers in crop management and production.
優惠價: 9 2835
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出版日:2018/09/17 作者:A. M. Mathai; Hans Haubold  出版社:Springer Nature  裝訂:平裝
This book focuses on Erdélyi–Kober fractional calculus from a statistical perspective inspired by solar neutrino physics. Results of diffusion entropy analysis and standard deviation analysis of data
優惠價: 1 3499
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出版日:2018/08/28 作者:Naser Mahdavi Tabatabaei (EDT); Sajad Najafi Ravadanegh (EDT); Nicu Bizon (EDT)  出版社:Springer Nature  裝訂:精裝
This book presents intuitive explanations of the principles and applications of power system resiliency, as well as a number of straightforward and practical methods for the impact analysis of risk ev
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出版日:2018/06/25 作者:Nina Golyandina; Anton Korobeynikov; Anatoly Zhigljavsky  出版社:Springer Nature  裝訂:平裝
This comprehensive and richly illustrated volume provides up-to-date material on Singular Spectrum Analysis (SSA). SSA is a well-known methodology for the analysis and forecasting of time series. Sinc
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出版日:2016/08/23 作者:Gordon A. Carmichael  出版社:Springer Nature  裝訂:平裝
This book offers an ideal introduction to the analysis of demographic data. Inside, readers of all quantitative skill levels will find the information they need to develop a solid understanding of the
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出版日:2025/11/14 作者:Barbara Omylska  出版社:Springer Nature  裝訂:精裝
This book describes in detail a research project dedicated to liquid-particle flow using ultrasound techniques. The project consists of theoretical, experimental, data science, finite element modeling, mechanical design and project management components. The objective of the project was to develop the ultrasonic methodology for measurement and characterization of liquid flow containing solid particles, in online (real-time) measurement conditions. The project consists of primary and complementary studies. The primary studies comprise development of the ultrasonic methodology for the simultaneous measurement of the average particle concentration and flow speed parameters. The developed methodology is based on the ultrasonic attenuation spectroscopy and the sound speed measurement methods, supported by data science programs. The complementary studies include acoustic streaming, designing a small-scale rotational test cell with an annular flow channel, testing it for various applications
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Socioeconomic Inequality and Educational Outcomes ― Evidence from Twenty Years of Timss
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出版日:2019/05/18 作者:Markus Broer; Yifan Bai; Frank Fonseca  出版社:Springer Nature  裝訂:精裝
This open access book focuses on trends in educational inequality using twenty years of grade 8 student data collected from 13 education systems by the IEA’s Trends in Mathematics and Science Study (T
優惠價: 1 3000
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出版日:2019/03/09 作者:Daniel L. Segal (EDT)  出版社:Springer Nature  裝訂:精裝
This book is a trusted resource for all psychologists, psychiatrists, and other practitioners using the interviewing process in diagnosing clients.It is a practical guide for beginning clinicians and
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出版日:2019/03/07 作者:Douglas A. Abraham  出版社:Springer Nature  裝訂:精裝
This book provides comprehensive coverage of the detection and processing of signals in underwater acoustics. Background material on active and passive sonar systems, underwater acoustics, and statist
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出版日:2019/01/16 作者:Peter Holland (EDT); Julian Teicher (EDT); Jimmy Donaghey (EDT)  出版社:Springer Nature  裝訂:精裝
This book addresses the contemporary aspects of employee voice through theoretical and practical analysis. In addition to case studies of employee voice in the workplace, it also looks at emerging for
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