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Modeling Dose-Response Microarray Data in Early Drug Development Experiments 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
Elements of Copula Modeling With R
90 折
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: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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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
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:外文好書 優惠價: 75 5219
庫存:1
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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出版日:2018/08/03 作者:Aisling Leavy (EDT); Maria Meletiou-mavrotheris (EDT); Efi Paparistodemou (EDT)  出版社:Springer Nature  裝訂:精裝
This compilation focuses on the theory and conceptualisation of statistics and probability in the early years and the development of young children’s (ages 3-10) understanding of data and chance. It p
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Qualitative Methods & Data Analysis Using Atlas.Ti: A Comprehensive Researchers' Manual
90 折
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:2019/01/14 作者:Nabil Derbel (EDT); Quanmin Zhu (EDT)  出版社:Springer Nature  裝訂:精裝
Most of the research and experiments in the fields of modeling and control systems have spent significant efforts to find rules from various complicated phenomena by principles, observations, measured
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Applied Compositional Data Analysis ― With Worked Examples in R
90 折
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:2018/09/11 作者:Sumit Bhowmik; Jagadish; Kapil Gupta  出版社:Springer Nature  裝訂:平裝
This book covers various multiple-criteria decision making (mcdm) methods for modeling and optimization of advanced manufacturing processes (AMPs). Processes such as non-conventional machining, r
優惠價: 1 3499
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Hypofractionated and Stereotactic Radiation Therapy ― A Practical Guide
90 折
出版日:2018/08/15 作者:Orit Kaidar-person (EDT); Ronald Chen (EDT)  出版社:Springer Nature  裝訂:平裝
This handbook summarizes the data and techniques for hypofractionation and stereotactic radiation in a clinically-accessible way. Hypofractionated radiation therapy, which consists of larger-dose radi
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Charting the Next Pandemic ― Modeling Infectious Disease Spreading in the Data Science Age
90 折
出版日:2018/12/10 作者:Ana Pastore Y. Piontti; Nicola Perra; Luca Rossi; Nicole Samay; Alessandro Vespignani  出版社:Springer Nature  裝訂:平裝
This book provides an introduction to the computational and complex systems modeling of the global spreading of infectious diseases. The latest developments in the area of contagion processes modeling
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出版日:2018/12/07 作者:Prashant Mhaskar; Abhinav Garg; Brandon Corbett  出版社:Springer Nature  裝訂:精裝
Modeling and Control of Batch Processes presents state-of-the-art techniques ranging from mechanistic to data-driven models. These methods are specifically tailored to handle issues pertinent to
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Mathematical Modelling in Plant Biology
90 折
出版日:2018/11/13 作者:Richard J. Morris (EDT)  出版社:Springer Nature  裝訂:精裝
Progress in plant biology relies on the quantification, analysis and mathematical modeling of data over different time and length scales. This book describes common mathematical and computational appr
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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
無庫存
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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Using Naturally Occurring Data in Qualitative Health Research ― A Practical Guide
90 折
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:2018/11/09 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:2018/10/09 作者:Jari Pohjola; Jari Turunen; Tarmo Lipping; Anna Sivula; Marko Marila  出版社:Springer Nature  裝訂:平裝
This Brief discusses a unique mechanism to combine historical and archaeological evidence with statistical geodynamic modeling to study the historical development of the Eura region in lower Satakunta
優惠價: 1 3499
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出版日:2018/09/05 作者:Kusum Deep (EDT); Madhu Jain (EDT); Said Salhi (EDT)  出版社:Springer Nature  裝訂:精裝
This book presents the latest developments and breakthroughs in fuzzy theory and performance prediction of queuing and reliability models by using the stochastic modeling and optimization theory. The
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Survey Methodology and Missing Data ― Tools and Techniques for Practitioners
90 折
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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Comprehensive Applied Mathematical Modeling in the Natural and Engineering Sciences ― Theoretical Predictions Compared With Data
90 折
出版日:2018/05/14 作者:Bonni Dichone; David Wollkind  出版社:Springer Nature  裝訂:精裝
This text demonstrates the process of comprehensive applied mathematical modeling through the introduction of various case studies. The case studies are arranged in increasing order of complexity bas
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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:2019/01/28 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
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出版日:2019/01/23 作者:Mandal? Mario (EDT); Emanuela Romano (EDT)  出版社:Springer Nature  裝訂:精裝
A major objective of this book is to reveal unprecedented opportunities to understand and overcome drug resistance through the clinical assessment of rational therapeutic drug combinations and the use
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Location Covering Models ― History, Applications and Advancements
90 折
出版日:2019/01/07 作者:richard L. Church; Alan Murray  出版社:Springer Nature  裝訂:精裝
This book provides a thoughtful and rigorous guide to coverage modeling, reviewing essential models, solution approaches, and related applications. Since the early developments of the Location Set Cov
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Taming the Corpus ― From Inflection and Lexis to Interpretation
90 折
出版日:2018/11/20 作者:Masako Fidler (EDT); V塶lav Cvrcek (EDT)  出版社:Springer Nature  裝訂:精裝
This book bridges the current quantitative and qualitative text analyses, using grammar as a crucial source of investigation. Taking data from Czech, an inflected language, in which the most optimal c
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Mathematical and Numerical Modeling of the Cardiovascular System and Applications
90 折
The book comprises contributions by some of the most respected scientists in the field of mathematical modeling and numerical simulation of the human cardiocirculatory system. It covers a wide range o
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Biostatistics for Human Genetic Epidemiology
90 折
出版日:2018/11/03 作者:Bertram K. C. Chan  出版社:Springer Nature  裝訂:精裝
The book illustrates how biostatistics may numerically summarize human genetic epidemiology using R, and may be used successfully to solveproblems in quantitative Genetic Epidemiology Biostatisti
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出版日:2018/10/23 作者:Makiko Watanabe (EDT); Masayuki Kawahigashi (EDT)  出版社:Springer Nature  裝訂:精裝
This book enhances the discussion of anthropized soils with photographs of soil profiles and provides general information about soils in Japan, using data on their physical and chemical properties. So
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Continuous Time Modeling in the Behavioral and Related Sciences
90 折
出版日:2018/10/22 作者:Kees Van Montfort (EDT); Johan H. l. Oud (EDT); Manuel C. Voelkle (EDT)  出版社:Springer Nature  裝訂:精裝
This unique book provides an overview of continuous time modeling in the behavioral and related sciences. It argues that the use of discrete time models for processes that are in fact evolving in cont
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Bioinformation Discovery ― Data to Knowledge in Biology
90 折
出版日:2018/09/11 作者:Pandjassarame Kangueane  出版社:Springer Nature  裝訂:精裝
This new edition continues to illustrate the power of biological data in knowledge discovery. It describes biological data types and representations with examples for creating a workflow in bioinforma
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New Methods in Fixed Income Modeling ― Fixed Income Modeling
90 折
出版日:2018/09/05 作者:Mehdi Mili (EDT); Reyes Samaniego Medina (EDT); Filippo Di Pietro (EDT)  出版社:Springer Nature  裝訂:精裝
This book presents new approaches to fixed income modeling and portfolio management techniques. Taking into account the latest mathematical and econometric developments in finance, it analyzes the hed
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出版日:2018/08/21 作者:Haitao Zhou (EDT); Qiang Liu (EDT); Qian Li (EDT); Qian Li  出版社:Springer Nature  裝訂:精裝
This book takes an in-depth look at the development of the private education sector in modern China. Readers will find valuable data and materials never before presented in such an accessible and tran
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Open Innovation Business Modeling ― Gamification and Design Thinking Applications
90 折
出版日:2018/08/21 作者:Jo緌 Leit緌  出版社:Springer Nature  裝訂:精裝
This monograph provides a new perspective on business modeling in small and medium-sized enterprises (SMEs). It builds on the theoretical framework on innovation and revisits the Zahra and George (200
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Well-being, Sustainability and Social Development ― The Netherlands 1850?050
90 折
出版日:2018/07/05 作者:Harry Lintsen; Frank Veraart; Jan-Pieter Smits; John Grin  出版社:Springer Nature  裝訂:精裝
This open access book examines more than two centuries of societal development using novel historical and statistical approaches. It applies the well-being monitor developed by Statistics Netherlands
優惠價: 9 2430
無庫存
Social Dynamics in Swiss Society ― Empirical Studies Based on the Swiss Household Panel
90 折
出版日:2018/06/25 作者:Robin Tillmann (EDT); Marieke Voorpostel (EDT); Peter Farago (EDT)  出版社:Springer Nature  裝訂:精裝
Using longitudinal data from the Swiss Household Panel to zoom in on continuity and change in the life course, this open access book describes how the lives of the Swiss population have changed in ter
優惠價: 9 2430
無庫存
High Field Brain MRI ― Use in Clinical Practice
90 折
出版日:2018/06/09 作者:Tommaso Scarabino (EDT); Saverio Pollice (EDT); Teresa Popolizio (EDT)  出版社:Springer Nature  裝訂:平裝
This book describes the development of systems of magnetic resonance imaging using the higher magnetic field strength of 3 tesla, in comparison to the current gold standard of 1.5 tesla. These new sys
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Illegal Drugs, Drug Trafficking and Violence in Latin America
90 折
出版日:2018/03/09 作者:Marcelo Bergman  出版社:Springer Nature  裝訂:精裝
This book describes the main patterns and trends of drug trafficking in Latin America and analyzes its political, economic and social effects on several countries over the last twenty years. Its aim i
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