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Nature-inspired Metaheuristic Algorithms Solving Real World Engineering Problems

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Nature-inspired Metaheuristic Algorithms: Solving Real World Engineering Problems
by Bansal, Sulabh, Tripathi, Aprna, Srivastava, Shilpa, Vuppuluri, Prem Prakash

English | 2025 | ISBN: 1032770872 | 403 pages | True PDF EPUB | 65.12 MB

This comprehensive text provides practical guidance for implementing nature-inspired algorithms and metaheuristics in real-life scenarios to solve complex optimization problems. It further demonstrates how nature-inspired metaheuristic algorithms have the potential to contribute to multiple United Nations sustainable development goals such as climate action, clean energy, and sustainable cities. This book: * Discusses load balancing and demand response using nature-inspired optimization techniques. * Presents energy-efficient routing and scheduling, energy management, and optimization using metaheuristic algorithms. * Covers disease diagnosis and prognosis using metaheuristic algorithms, drug discovery, and development using nature-inspired optimization techniques. * Explains waste reduction and recycling, image processing, and computer vision using nature-inspired optimization techniques. * Illustrates medical image analysis and segmentation using Ant Colony optimization and Particle Swarm optimization techniques. Nature-inspired Metaheuristic Algorithms is primarily written for senior undergraduates, graduate students, and academic researchers in the fields of electrical engineering, electronics and communication engineering, computer engineering, and information technology.




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Navigating the Data Minefields Management's Guide to Better Decision-Making

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Navigating the Data Minefields
by Scott M. Shemwell

English | 2025 | ISBN: 1032677937 | 325 pages | True PDF EPUB | 52.5 MB

Volumes have been written on the need for high-quality data to support organizational decision-making. Most of those books appear to focus on the development and sustainment of data from the standpoint of those directly responsible for the management of data stores and the use of technology necessary to acquire, store, and secure data sets.
Navigating the Data Minefields: Management's Guide to Better Decision-Making provides executives and subject matter experts (SMEs) with a "reasonable" set of useful tools they can adapt to their specific organization and operating environment. While complexity can never be taken out of an integrated system, decision-making can be facilitated by using metrics that take into consideration the quality of the data used to make decisions, i.e., risk mitigation.
Professionals who depend on large high-quality data sets, such as senior and mid-level management, engineering SMEs, data scientists, IT, systems engineers, and medical professionals, will want to have this book in their decision-making arsenal.




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Negotiating the Impossible How to Break Deadlocks and Resolve Ugly Conflicts (with...

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Negotiating the Impossible
by Deepak Malhotra

English | 2025 | ISBN: 9798890570987 | 257 pages | True PDF EPUB | 8.12 MB

Award-winning professor from Harvard Business School offers a new and improved edition of his guide to navigating negotiation deadlock, while offering practical advice and stories of success.
Updated with 20% new material, including a brand-new chapter and discussion guide.
Harvard professor and negotiation adviser Deepak Malhotra shows how to defuse even the most potentially explosive situations and to find success when things seem impossible in this fully expanded upon second edition.
Some negotiations are easy. Others are more difficult. And then there are situations that seem completely hopeless. Malhotra identifies three broad approaches for breaking deadlocks and resolving conflicts, and draws out scores of actionable lessons using behind-the-scenes stories of fascinating real-life negotiations, including:
drafting of the US Constitution
ending bitter disputes in the NFL and NHL
and beating the odds in complex business situations.
He also shows how these same principles and tactics can be applied in everyday life, whether in a job interview or even negotiating with children. Brand new to this edition is a chapter on challenges facing today's world including how to effectively negotiate in virtual spaces, incorporate AI in your toolkit, and tackle increased polarization.
With conflict escalating and no one willing to back down, Malhotra reminds us that negotiation is always, fundamentally, about human interaction. No matter how high the stakes the object of negotiation is to engage with other human beings in a way that leads to better understandings and agreements. The principles and strategies in this book will help you do this more effectively in every situation.



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Nonequilibrium Statistical Mechanics Basic Concepts, Models and Applications

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Nonequilibrium Statistical Mechanics
by Angelo Vulpiani;Andrea Puglisi;Alessandro Sarracino;

English | 2025 | ISBN: 0750362278 | 266 pages | True PDF | 10.44 MB

This book covers nonequilibrium statistical physics. Part one, aimed at undergraduates, introduces Langevin equations, general stochastic processes, kinetic theory, fluctuation theory, linear response theory, and stochastic thermodynamics. Part two discusses advanced topics and how to build nonequilibrium stochastic models. Applications, including climate systems, information theory, granular and active matter, and non-intuitive phenomena like negative mobility, are explored in the final three chapters.
Key features:
Widely accessible in language and structure.
Self-consistent (from the introductory level to advanced problems).
Timely (the topics treated in the book cover very recent developments of statistical mechanics).
Authored by experts working in the field.




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Optimising IoT Networks Energy-Efficient Resource Management through Machine Learning

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Optimising IoT Networks
by Patil, Suvarna;Bhende, Manisha;Sharma, Swati;, Manisha Bhende, Swati Sharma

English | 2025 | ISBN: 1032997974 | 280 pages | True EPUB | 22.63 MB

With a specific focus on energy efficiency, Optimizing IoT Networks examines the application of machine learning to enhance resource allocations in IoT networks.It discusses various algorithms, including neural networks and reinforcement learning, to optimise resource use and improve network performance. It addresses challenges such as the dynamic behaviour of IoT devices and the need for real-time decision-making. It discusses optimisation methods used alongside machine learning to enhance resource allocation efficiency.
* Provides a foundational understanding of IoT network architecture and the importance of efficient resource allocation
* Discusses complexities in resource allocation due to dynamic device behaviour and varying data traffic patterns
* Covers key machine learning concepts and algorithms relevant to optimising resource allocation in IoT networks
* Emphasises the significance of energy efficiency in IoT networks and its impact on resource allocation strategies
* Explores algorithms such as clustering, regression, and reinforcement learning for effective resource allocation
The book is designed for researchers, practitioners, and scholars in computer science and technology who are interested in or actively working on optimising IoT networks.




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Organic Finance Building a New Sustainable and Inclusive Framework from the Ground Up

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Organic Finance; Building a New Sustainable and Inclusive Framework from the Ground Up
by Atul K. Shah

English | 2025 | ISBN: 103286964X | 207 pages | True PDF EPUB | 8.58 MB

Modern finance science is profoundly broken and damaging, morally and culturally. It has no choice but to change its theory and pedagogy- but the question is how and in what ways? We urgently need to see the world from a very different, kinder, gentler and more caring paradigm. In truth, the planet is bio-diverse, and so is society, with a huge tapestry of faiths, customs, beliefs and practices in finance. A holistic approach is urgently needed. This book builds a new un-anthropocentric moral and sustainable finance from the ground up, helping students, professionals and scientists to reconstruct the knowledge and connect it to indigenous beliefs and timeless wisdom. An interdisciplinary, nontechnical approach is adopted. Respect for all living beings, the protection of forests, soil and soul, and the importance of trust, culture and relationships are critical to building harmonious communities. Examples and techniques to re-engineer finance science are offered throughout the book.




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Organize Your Business Like a Boss An Entrepreneur's Six-Step System to Gaining Mo...

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Organize Your Business Like a Boss
by Jane Stoller

English | 2025 | ISBN: 1538199254 | 272 pages | True EPUB | 7.06 MB

Use the power of organization to transform chaos into efficiency so you can run your business instead of letting it run you.
Entrepreneurship doesn't have to be synonymous with exhaustion and sacrifice. In a world where hustle culture is fading and intentional business-building takes center stage, Organize Your Business Lile a Boss book offers her finely tuned six-step method to optimize your business for sustainable success and personal freedom. Drawing on her extensive experience transforming failing businesses into profitable ones, this system will help you gain control over your business without the burnout.
If you are buried under endless to-do lists, struggling to scale, and yearning for more time to enjoy life outside of work, this system is designed for you. Instead of spinning your wheels with inefficient practices, learn how to work smarter not harder, by streamlining systems, automating mundane tasks, and outsourcing effectively.
At the heart of Stoller's six-step process:
1. Master time management - Identify hidden timewasters, implement her golden rules of productivity, and take control of your schedule.
2. Streamline business processes - Optimize workflows, eliminate inefficiencies, and create systems that work for you.
3. Organize finances - Learn the basics of financial management, improve cash flow, and develop a solid revenue strategy.
4. Hone human resources - Build a reliable team, delegate effectively, and outsource tasks without creating more work for yourself.
5. Refine marketing - Develop a strong brand presence, leverage automation, and create content strategies that drive results.
6. Sustain systems - Maintain the structure you've build ensure long-term success, and prevent burnout by stay organized.
Actionable tips, worksheets, and templates will help you assess and improve every aspect of your business. By implementing these steps, you will transition from a chaotic, overwhelmed entrepreneur to a confident business owner with clarity, direction and the freedom to enjoy life on your own terms.




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Oxford Cases in Medicine and Surgery, 3rd Edition

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Oxford Cases in Medicine and Surgery
by Farne, Hugo;di Marco, Aimee;Norris Cervetto, Edward;

English | 2025 | ISBN: 0199560528 | 696 str. pages | True EPUB | 16.16 MB

Oxford Cases in Medicine and Surgery, second edition, teaches students a hypothesis-driven, logical step-by-step approach to diagnosis when faced with each of 29 common patient presentations. This approach mirrors that used by successful clinicians on the wards, challenging students with questions at each stage of a case (history-taking, examination, investigation, management). In tackling these questions, students understand how to critically analyse information and learn to integrate their existing knowledge to a real-life scenario from start to finish. Each chapter focuses on a common presenting symptom (e.g. chest pain). By starting with a symptom, mirroring real life settings, students learn to draw on their knowledge of different physiological systems - for example, cardiology, respiratory, gastroenterology - at the same time. All the major presenting symptoms in general medicine and surgery (mapped to UK medical school curricula) are covered, together with a broad range of pathologies. This book is an essential resource for all medicine students, and provides a modern, well-rounded introduction to life on the wards. Ideal for those starting out in clinical medicine and an ideal refresher for those revising for OSCEs and finals.




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Oxford Textbook of Neuro-Oncology, 2nd Edition

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Oxford Textbook of Neuro-Oncology
by Batchelor, Tracy;Weller, Michael;

English | 2025 | ISBN: 0198869703 | 400 pages | True EPUB | 73.09 MB

Part of the Oxford Textbooks in Clinical Neurology series, the Oxford Textbook of Neuro-Oncology is a comprehensive account of the diagnosis, management, and treatment of tumours of the nervous system in children and adults. The second edition covers the most up to date surgical, medical, and radiation therapies of nervous system tumours as well as tumour-related and treatment-related complications.
Chapters are organized according to the widely accepted and referenced World Health Organization (WHO) Classification of Nervous System Tumours, and have been fully updated and expanded based on the most recent 2021 classification.
Written by a global team of authors who are leading, multidisciplinary experts in each of the tumour types covered, this textbook will be a valuable resource for neurologists, neurosurgeons, neuro-oncologists, radiation oncologists, medical oncologists, and trainees in these disciplines.




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Pacific Command Wargaming WWII Aircraft Carrier Battles

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Pacific Command
by Hutchinson, Mike;Groult, Edouard A.;

English | 2025 | ISBN: 1472859979 | 80 pages | True EPUB | 31.17 MB

A World War II tabletop miniatures naval wargame set in the Pacific.
Pacific Command is a naval miniatures wargame focusing on carrier combat in the Pacific during the Second World War, in which fleets of battleships, cruisers, carriers, and destroyers trade savage blows under skies filled with fighting aircraft.
The game features a unique fog-of-war mechanic which simulates the scale of these conflicts and the uncertainty under which admirals had to act. Deploy your fleet first as radar blips, allowing you to conceal the true location and configuration of your forces until it is too late for your opponent. Spring your trap at the opportune moment and descend upon them with torpedo, bomb, and gun.
Pacific Command is underpinned with elegant dice pool mechanics to swiftly resolve both air and sea battles, a tense reconnaissance system, and a flexible command token resource to allow you to outwit and outmanoeuvre your opponent. Bait your enemies to commit their ships and aircraft before you reveal your true plan. With each battle, you take a crucial step on the path to victory in the Pacific.




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Paddle and Pub The best British pubs to get to by kayak, canoe or paddleboard

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Paddle and Pub
by Bowes, Gemma;

English | 2025 | ISBN: 1399410571 | 228 pages | True EPUB | 72.35 MB

A unique travel guide celebrating traditional British pubs - this book will take you to all the best watering holes you can reach by paddleboard, kayak or canoe.
Hiking and cycling to pubs are already popular pastimes, but the best way to reach those pubs beside rivers, lakes, canals and the coast is to paddle there by kayak, canoe or paddleboard. This lively and fun guide covers the best of British.
Plenty of paddle routes are featured from all over the UK, usually with more than one pub to choose from. Cruise down the Wester Ross shore of Scotland, with mountains on one side, the Isle of Skye on the other, and a refreshing pint waiting for you at the end. Paddle through a reclaimed industrial cityscape from Hackney Wick and stop for one of the capital's best canalside cocktails. Or drift around the ribbon-like bends of the Cuckmere meanders of the South Downs and finish with a crisp white wine.
Routes of varying lengths and difficulty through different types of scenery are included, along with detailed practical information: when to go, where to hire a canoe/kayak/paddleboard, parking, where to camp for longer trips, things to spot along the way, and much more.
Packed with helpful maps and gorgeous photography, this inspiring travel guide to the best of British pubs will ensure you have plenty of good beer and great food for every pub paddle.




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Plant High-Throughput Phenotyping and Functional Phenomics

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Plant High-Throughput Phenotyping and Functional Phenomics
by Chen, Jen-Tsung

English | 2025 | ISBN: 1032821817 | 411 pages | True PDF EPUB | 38.1 MB

This book provides a series of comprehensive summaries highlighting the emerging achievements in the fields of plant high‑throughput phenotyping that leads to constructing functional phenomics, one of the essential components of plant functional genomics. It presents broad aspects of methods, applications, and future directions. It offers an efficient way for readers to overview this crucial topic to realize the concept as a whole, to advance the design of their future experiments, and to inspire the exploration of the knowledge, which eventually leads to better crop development in the future by scientists, plant biologists, and crop breeders. It covers advanced tools for studying functional phenomics, including artificial intelligence, imaging, remote sensing, robotics, and aerial vehicle technologies, to empower crop speed breeding, particularly in the development of stress‑tolerant future crops. The knowledge of this book supports the Sustainable Development Goals (SDGs) of the United Nations to develop climate‑smart and sustainable agriculture for achieving zero hunger globally.




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Plasticity Fundamentals and Applications, 2nd Edition

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Plasticity; Fundamentals and Applications; Second Edition
by P.M. Dixit, U.S. Dixit

English | 2025 | ISBN: 1032383992 | 645 pages | True PDF EPUB | 38.76 MB

This book covers the fundamentals of the elastic-plastic deformation including stress, strain, constitutive relations, fracture, anisotropy and contact problems along with a discussion of updated Lagrangian and Eulerian formulations. The second edition includes new material on thermal effects in plasticity and an introduction to crystal plasticity with review of all the chapters including more solved examples and a solutions manual. Features: Explores the physics behind the equations and computational aspects of plasticity. Reviews the latest developments in fracture mechanics including elasto-plastic behavior of solids. Explains anisotropy, thermal effects, dynamics plasticity, contact mechanics and ductile fracture. Provides introduction to crystal plasticity. Includes real-life examples in the form of solved and unsolved examples, and practice problems including MATLAB® and solutions manual. This textbook is aimed at senior undergraduate and graduate students in mechanics and mechanical engineering.




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Playtesting Best Practices Real World and Online

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Playtesting Best Practices: Real World and Online
by Backe, Chris

English | 2025 | ISBN: 1032813482 | 165 pages | True PDF EPUB | 8.96 MB

Playtesting Best Practices: Real World and Online covers the complete journey of playtesting - the iterative journey to shape and refine tabletop games from raw ideas to balanced and fun games. This step-by-step guide embraces the process and celebrates the purpose of every step, from early self-playtesting to late-stage unguided playtesting, and offers the specific questions and practices the author has refined to perfect his own games. This book is split up into four main sections, each with a distinct focus: Getting ready to playtest: Establishing goalposts, brainstorming, self-playtesting, getting organized, how to design a prototype, and writing rules. The focus here is starting good habits and establishing best practices, whether this is your first game or your hundredth. Playtesting in the real world: How to find playtesters, how to teach your game, what to do during the playtest, how to take notes and collect feedback, and being a great playtester yourself. Playtesting online: How to adapt to digital platforms, the best practices for playtesting online, how to use these opportunities well, and cautions about playtesting online. What to do next: How to iterate, additional ways to playtest your game, knowing when you're done with playtesting, and choosing how to get your game out there.




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PostgreSQL Mistakes and How to Avoid Them

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PostgreSQL Mistakes and How to Avoid Them
by Jimmy Angelakos

English | 2025 | ISBN: 163343687X | 234 pages | True PDF | 13.45 MB

Recognize and avoid these common PostgreSQL mistakes!
The best mistakes to learn from are ones made by other people! InPostgreSQL Mistakes and How To Avoid Themyou'll explore dozens of common PostgreSQL errors so you can easily avoid them in your own projects, learning proactively why certain approaches fail and others succeed.
InPostgreSQL Mistakes and How To Avoid Themyou'll learn how to:
Avoid configuration and operation issuesMaximize PostgreSQL utility and performanceFix bad SQL practicesSolve common security and administration issuesEnsure smooth migration and upgradesDiagnose and fix a bad database
As PostgreSQL continues its rise as a leading open source database, mastering its intricacies is crucial.PostgreSQL Mistakes and How To Avoid Themis full of tested best practices to ensure top performance, and future-proof your database systems for seamless change and growth. Each of the mistakes is carefully described and accompanied by a demo, along with an explanation that expands your knowledge of PostgreSQL internals and helps you to build a stronger mental model of how the database engine works.
Foreword by Gianni Ciollil.
About the technology
Fixing mistakes in PostgreSQL databases can be time-consuming and risky-especially when you're making live changes to an in-use system. Fortunately, you can learn from the mistakes other Postgres pros have already made! This incredibly practical book lays out how to find and avoid the most common, dangerous, and sneaky errors you'll encounter using PostgreSQL.
About the book
PostgreSQL Mistakes and How To Avoid Themidentifies Postgres problems in key areas like data types, features, security, and high availability. For each mistake you'll find a real-world narrative that illustrates the pattern and provides concrete recommendations for improvement. You'll especially appreciate the illustrative code snippets, schema samples, mind maps, and tables that show the pros and cons of different approaches.
What's insideDiagnose configuration and operation issuesFix bad SQL codeAddress security and administration issuesEnsure smooth migration and upgrades
About the reader
For PostgreSQL database administrators and application developers.
About the author
Jimmy Angelakosis a systems and database architect and PostgreSQL Contributor. He works as a Senior Principal Engineer at Deriv.
Table of Contents
1 Why PostgreSQL matters-and why talking about mistakes does too
2 Bad SQL usage
3 Improper data type usage
4 Table and index mistakes
5 Improper feature usage
6 Performance bad practices
7 Administration bad practices
8 Security bad practices
9 High availability bad practices
10 Upgrade/migration bad practices
11 PostgreSQL, best practices, and you: Final insights
A Frogge Emporium database
B Cheat sheet




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Quantum Programming in Depth Solving problems with Q# and Qiskit (Final Release)

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Quantum Programming in Depth
by Mariia Mykhailova

English | 2025 | ISBN: 163343690X | 290 pages | True PDF | 22.33 MB

Go beyond the basics with this in-depth guide to quantum programming.
Here's something you already know: quantum computing is a deep subject. Quantum Programming in Depth takes you beyond quantum basics and shows you how to take on practical quantum problem solving and programming using Q# and Qiskit. Author Mariia Mykhailova, a principal quantum applications software developer at PsiQuantum, guides you every step of the way.
In Quantum Programming in Depth you'll explore:
* Algorithms to solve challenging quantum computing problems
* Writing quantum programs with Q# and Qiskit
* Testing quantum programs with simulators and specialized tools
* Evaluating performance of quantum programs on future fault-tolerant quantum computers
Quantum Programming in Depth shows you how to do quantum computing outside the lab or classroom, presenting problems of quantum programming and demonstrating how they're solved. You'll learn to write quantum programs using Qiskit and Q#-and even how to test your quantum code using common testing tools like pytest. You'll learn to prepare quantum states and implement operations, extract information from quantum states and operations, evaluate classical functions on a quantum computer, solve search problems, and more.
About the Technology
Going from the basic quantum concepts to developing software for quantum computers can be difficult! Algorithms that leverage quantum phenomena require new ways of thinking about computation and new approaches to writing code, testing it, and evaluating its performance. This book bridges the gap between QC theory and quantum programming in practice.
About the Book
Quantum Programming in Depth shows you how to solve quantum computing problems in a programmer-friendly way. The book's hands-on project-based approach will hone your quantum skills using realistic problems and progressively harder programming challenges. As you read, you'll design quantum algorithms and explore their performance on future fault-tolerant quantum computers.
What's Inside
* Solve challenging quantum computing problems
* Write quantum programs with Q# and Qiskit
* Test quantum programs
* Evaluate performance of quantum programs
About the Readers
For students and software engineers who know Python and the basic concepts of quantum computing.




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R Companion to Epidemiology Study Design and Data Analysis

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R Companion to Epidemiology: Study Design and Data Analysis
by R, Ajith;

English | 2025 | ISBN: 1032964642 | 392 pages | True EPUB | 6.35 MB

R Companion to Epidemiology: Study Design and Data Analysis is a companion volume to the classic textbook by Mark Woodward, Epidemiology: Study Design and Data Analysis, Third Edition. It aims to equip the reader with sufficient knowledge to use R for practising epidemiology. Towards this aim, it reworks the examples in the textbook, presenting the code followed by an explanation and its result. Key Features: Almost all of the numerical examples in the textbook are reworked in R R code is introduced in small portions and explained thoroughly Complexity of introduced code is increased only gradually More than 300 commands spanning more than 40 libraries are introduced The book is intended primarily to be used as a supplement to the textbook by undergraduate and graduate students in the fields of epidemiology and statistics. It will also serve practitioners and researchers in epidemiology who want to learn R for use in their work.




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R for Non-Programmers

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R for Non-Programmers
by Dauber, Daniel;

English | 2025 | ISBN: 1032780142 | 384 pages | True EPUB | 8.52 MB

Unlock the Power of Data Analysis with R Whether you are a researcher, student, or professional new to programming, this book provides a step-by-step guide to mastering R for quantitative and mixed-methods analysis. Designed for those who still need to gain programming experience or wish to learn a new one, it demystifies data analysis, helping you tackle challenges from data wrangling to statistical modelling. Packed with practical examples, engaging explanations, and real-world applications, this book equips you with the tools to analyse data confidently, identify trends, and uncover meaningful insights. Transform Your Approach to Research Through clear instructions and hands-on exercises, you will learn to prepare datasets, explore patterns with descriptive statistics, and create impactful visualisations. You will also gain confidence in performing statistical tests such as comparing groups, and building predictive models using regression techniques. This book provides strategies and tools to streamline your workflow, whether handling large datasets, managing missing data, or conducting mixed-methods research. Each chapter builds your expertise incrementally, supported by accessible examples and interactive online training. The accompanying training modules, available through the book's companion package, offer engaging exercises and extended examples to reinforce learning. These features enable you to practise skills and retain knowledge more effectively. This book, which strongly focuses on reproducible research, is an indispensable guide for anyone looking to enhance their analytical toolkit and unlock R's full potential for data analysis and statistical modelling.




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Remote Sensing for Geoscientists Image Analysis and Integration, 4th Edition

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Remote Sensing for Geoscientists; Image Analysis and Integration; Fourth Edition
by Gary L. Prost

English | 2025 | ISBN: 1041020066 | 690 pages | True PDF | 175.58 MB

The fourth edition of the bestsellingRemote Sensing for Geoscientists: Image Analysis and Integrationexpands the scope of remote sensing to cover image systems that did not exist 11 years ago when the third edition was published. It is thoroughly updated to meet the needs of readers today and provides examples of new capabilities using Google Earth© and various apps. It describes the latest remote sensing systems and sensors, provides examples of imagery, and explains how to analyze and integrate remote sensing images in projects that require superior results. Lavishly illustrated, it serves as a how-to guide for those using remote sensing in Earth Sciences for mapping and monitoring.
New in the Fourth Edition:
Thoroughly revised to address remote sensing technological advances achieved in recent years.Includes new examples of using remote sensing for successful projects in water, oil, gas, and mineral exploration and exploitation, forensic remote sensing, and environmental monitoring.Reviews the latest instrumentation, processing, and integrated analysis of imagery.Includes two new chapters, including one on clandestine geologic remote sensing and a new chapter on free Google Earth software to remotely sense anywhere on Earth and process imagery to highlight geologic features.Maintains a clear style and simple language understandable by the average person.
This is a terrific, all-encompassing text for professionals in industry and governmental agencies, academics, and students who are part of the remote sensing and geospatial community and working in the fields of geology, geosciences, energy and mining industry, groundwater, and environmental engineering and for those who are involved in monitoring natural resources, the environment, and natural disasters.




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Representative Points of Statistical Distributions Applications in Statistical Inf...

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Representative Points of Statistical Distributions: Applications in Statistical Inference
by Kai-Tai Fang

English | 2025 | ISBN: 1032964111 | 340 pages | True PDF | 13.81 MB

Statistical simulation has become a cornerstone in statistical research and applications. The aim of Representative Points of Statistical Distributions: Applications in Statistical Inference is to present a comprehensive exploration of various methods for statistical simulation and resampling, focusing on consistency and efficiency. It covers a range of representative points (RPs) - Monte Carlo (MC) RPs, quasi-Monte Carlo (QMC) RPs, and mean square error (MSE) RPs - and their applications, and includes a collection of recent developments in the field. It also explores other types of representative points and the corresponding approximate distributions, and delves into the realm of statistical simulation by exploring the limitations of traditional MC methods and the innovations brought about by the bootstrap method. In addition, the text introduces other kinds of representative points and the corresponding approximate distributions such as QMC and MSE methods.
Features
Comprehensive exploration of statistical simulation methods: provides a deep dive into MC methods and bootstrap methods, and introduces other kinds of RPs and the corresponding approximate distributions, such as QMC and MSE methods.
Emphasis on consistency and efficiency: highlights the advantages of these methods in terms of consistency and efficiency, addressing the slow convergence rate of classical statistical simulation.
Collection of recent developments: brings together the latest advancements in the field of statistical simulation, keeping readers up to date with the most current research.
Practical applications: includes numerous practical applications of various types of RPs (MC-RPs, QMC-RPs, and MSE-RPs) in statistical inference and simulation.
Educational resource: can serve as a textbook for postgraduate students, a reference book for undergraduate students, and a valuable resource for professionals in various fields.
The book serves as a valuable resource for postgraduate students, researchers, and practitioners in statistics, mathematics, and other quantitative fields.




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