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Bayesian Nonparametrics for Causal Inference and Missing Data

Bayesian Nonparametrics for Causal Inference and Missing Data

Bayesian Nonparametrics for Causal Inference and Missing Data provides an overview of flexible Bayesian nonparametric (BNP) methods for modeling joint or conditional distributions and functional relationships and their interplay with causal inference and missing data. This book emphasizes the importance of making untestable assumptions to identify estimands of interest such as missing at random assumption for missing data and unconfoundedness for causal inference in observational studies. Unlike parametric methods the BNP approach can account for possible violations of assumptions and minimize concerns about model misspecification. The overall strategy is to first specify BNP models for observed data and then to specify additional uncheckable assumptions to identify estimands of interest. The book is divided into three parts. Part I develops the key concepts in causal inference and missing data and reviews relevant concepts in Bayesian inference. Part II introduces the fundamental BNP tools required to address causal inference and missing data problems. Part III shows how the BNP approach can be applied in a variety of case studies. The datasets in the case studies come from electronic health records data survey data cohort studies and randomized clinical trials. Features • Thorough discussion of both BNP and its interplay with causal inference and missing data • How to use BNP and g-computation for causal inference and non-ignorable missingness • How to derive and calibrate sensitivity parameters to assess sensitivity to deviations from uncheckable causal and/or missingness assumptions • Detailed case studies illustrating the application of BNP methods to causal inference and missing data • R code and/or packages to implement BNP in causal inference and missing data problems The book is primarily aimed at researchers and graduate students from statistics and biostatistics. It will also serve as a useful practical reference for mathematically sophisticated epidemiologists and medical researchers.

GBP 90.00
1

Psychology for GCSE Level

Psychology for GCSE Level

Written by two experienced psychology teachers and examiners this textbook provides thorough coverage of both the AQA and OCR GCSE Psychology specifications. The user-friendly layout clearly identifies which sections are pertinent to each specification. The book is produced in attractive full colour with plenty of photographs pictures and cartoons and provides a variety of student-friendly features including: A list of the AQA and/or OCR specification requirements for each topic An everyday-life case study to introduce each chapter Numerous classroom activities Key terms highlighted and defined throughout the text Aims and Learning Outcomes which highlight the general themes and processes (including why psychology matters how psychology works everyday life ethical issues diversity critical thinking and methodology) Research studies with evaluations Clear and concise chapter summaries Exam hints and tips Exam-style questions. This new edition is accompanied by a set of online multimedia resources including powerpoint lecture courses and multiple-choice questions tests available free-of-charge to schools who adopt this book as their text. | Psychology for GCSE Level

GBP 175.00
1

Introduction to Soil Mechanics Laboratory Testing

Introduction to Soil Mechanics Laboratory Testing

A step-by-step text on the basic tests performed in soil mechanics Introduction to Soil Mechanics Laboratory Testing provides procedural aids and elucidates industry standards. It also covers how to properly present data and document results. Containing numerical examples and figures the information presented is based on American Society for Testing and Materials (ASTM) standards and US Army Corps of Engineers engineering manuals. The authors discuss the different methods of in situ field methods and ex situ laboratory methods of soil description and identification. They present equations for the physical properties of soil and laboratory methods of soil classification. They also discuss tests for the interaction of soil and water and hydraulic conductivity and consolidation. These tests produce information useful in the identification and characterization of soil samples and their engineering behaviors. A comprehensive resource the book describes the evaluation of physical properties of soils including mass weight unit weight and mass density of the soil mass and its component phases. These properties are then expanded to define a number of weight and volumetric relationships. The book also discusses tests used in the evaluation of the density-water content relationships in soils and in the evaluation of the quality of compaction operations. These features and more make this book an excellent guide for testing soils.

GBP 175.00
1

Laboratory Manual for Exercise Physiology Exercise Testing and Physical Fitness

Laboratory Manual for Exercise Physiology Exercise Testing and Physical Fitness

Laboratory Manual for Exercise Physiology Exercise Testing and Physical Fitness is a comprehensive text that will provide students with meaningful lab experiences-whether they have access to sophisticated laboratories and expensive equipment or they are looking for procedures that can be done without costly materials. It will be a useful resource as they prepare for a career as an exercise science professional athletic trainer coach or physical educator. The more than 40 labs cover seven major components of physical fitness. They are practical and easy to follow consisting of a clear logical format that includes background information step-by-step procedures explanatory photographs sample calculations norms and classification tables and worksheets. Lab-ending activities and questions provide additional opportunities to practice the procedures and explore issues of validity reliability and accuracy. Readers will find this manual a valuable tool in learning to apply physiological concepts and to perform exercise tests as well as an essential resource for any career involving physical fitness and performance testing.

GBP 145.00
1

Metal-Organic Frameworks-Based Hybrid Materials for Environmental Sensing and Monitoring

Metal-Organic Frameworks-Based Hybrid Materials for Environmental Sensing and Monitoring

With an unprecedented population boom and rapid industrial development environmental pollution has become a severe problem for the ecosystem and public health. Classical techniques for sensing and determining environmental contaminants often require complex pretreatments expensive equipment and longer testing times. Therefore new and state-of-the-art sensing technologies possessing the advantages of excellent sensitivity rapid detection ease of use and suitability for in situ real-time and continuous monitoring of environmental pollutants are highly desirable. Metal-Organic Frameworks-based Hybrid Materials for Environmental Sensing and Monitoring covers the current-state-of-the-art hybrid nanomaterials based on metal-organic frameworks for electrochemical monitoring purposes. Accomplished authors cover various synthetic routes methods and theories behind enhancing the electrochemical properties and applications of metal-organic frameworks-based hybrid nanomaterials for electrochemical sensing of environmental pollutants under one roof. This book is essential reading for all academic and industrial researchers working in the fields of materials science and nanotechnology.

GBP 170.00
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Lubricant Analysis and Condition Monitoring

Lubricant Analysis and Condition Monitoring

Almost all mechanical devices used in every industry require lubrication. Lubricant Analysis and Condition Monitoring explains the benefits of identifying planning implementing and using lubricant and machine condition monitoring programmes to extend the lifetimes of both lubricants and machines to achieve maximum productivity and profitability while reducing impacts on waste and the environment. This book: Offers a comprehensive overview of all types of tests used in lubricant condition monitoring programmes Discusses monitoring the condition of all types of components machines equipment and systems used in all industries Considers new and emerging machines equipment and systems including electric and hybrid vehicles Suggests which tests to use for each type of machine equipment or system and just as importantly which tests not to use Provides practical examples of how to set up run and manage condition monitoring programmes and how to achieve significant cost savings through planned and predictive maintenance schedules Gathering vital information that users of lubricants need in one place this book is of practical use to mechanical maintenance manufacturing and marine engineers as well as metallurgists chemists and maintenance technicians.

GBP 130.00
1

Applied Linear Regression for Longitudinal Data With an Emphasis on Missing Observations

Applied Linear Regression for Longitudinal Data With an Emphasis on Missing Observations

This book introduces best practices in longitudinal data analysis at intermediate level with a minimum number of formulas without sacrificing depths. It meets the need to understand statistical concepts of longitudinal data analysis by visualizing important techniques instead of using abstract mathematical formulas. Different solutions such as multiple imputation are explained conceptually and consequences of missing observations are clarified using visualization techniques. Key features include the following: Provides datasets and examples online Gives state-of-the-art methods of dealing with missing observations in a non-technical way with a special focus on sensitivity analysis Conceptualises the analysis of comparative (experimental and observational) studies It is the ideal companion for researchers and students in epidemiological health and social and behavioral sciences working with longitudinal studies without a mathematical background. | Applied Linear Regression for Longitudinal Data With an Emphasis on Missing Observations

GBP 89.99
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Avoiding Inelastic Strains in Solder Joint Interconnections of IC Devices

Avoiding Inelastic Strains in Solder Joint Interconnections of IC Devices

Avoiding Inelastic Strains in Solder Joint Interconnections of IC Devices addresses analytical (mathematical) modeling approaches aimed at understanding the underlying physics and mechanics of the behavior and performance of solder materials and solder joint interconnections of IC devices. The emphasis is on design for reliability including probabilistic predictions of the solder lifetime. Describes how to use the developed methods of analytical predictive modeling to minimize thermal stresses and strains in solder joint of IC devices Shows how to build the preprocessing models in finite-element analyses (FEA) by comparing the FEA and analytical data Covers how to design the most effective test vehicles for testing solder joints Details how to design and organize in addition to or sometimes even instead of highly accelerated life tests (HALT) highly focused and highly cost-effective failure oriented accelerated testing (FOAT) to understand the physic of failure of solder joint interconnections Outlines how to convert the low cycle fatigue conditions into elastic fatigue conditions and to assess the fatigue lifetime in such cases Illustrates ways to replace time- and labor-consuming expensive and possibly misleading temperature cycling tests with simpler and physically meaningful accelerated tests This book is aimed towards professionals in electronic and photonic packaging electronic and optical materials materials engineering and mechanical design.

GBP 140.00
1

Probability and Statistics for Computer Scientists

Probability and Statistics for Computer Scientists

Praise for the Second Edition: The author has done his homework on the statistical tools needed for the particular challenges computer scientists encounter. [He] has taken great care to select examples that are interesting and practical for computer scientists. . The content is illustrated with numerous figures and concludes with appendices and an index. The book is erudite and … could work well as a required text for an advanced undergraduate or graduate course. Computing Reviews Probability and Statistics for Computer Scientists Third Edition helps students understand fundamental concepts of Probability and Statistics general methods of stochastic modeling simulation queuing and statistical data analysis; make optimal decisions under uncertainty; model and evaluate computer systems; and prepare for advanced probability-based courses. Written in a lively style with simple language and now including R as well as MATLAB this classroom-tested book can be used for one- or two-semester courses. Features: Axiomatic introduction of probability Expanded coverage of statistical inference and data analysis including estimation and testing Bayesian approach multivariate regression chi-square tests for independence and goodness of fit nonparametric statistics and bootstrap Numerous motivating examples and exercises including computer projects Fully annotated R codes in parallel to MATLAB Applications in computer science software engineering telecommunications and related areas In-Depth yet Accessible Treatment of Computer Science-Related TopicsStarting with the fundamentals of probability the text takes students through topics heavily featured in modern computer science computer engineering software engineering and associated fields such as computer simulations Monte Carlo methods stochastic processes Markov chains queuing theory statistical inference and regression. It also meets the requirements of the Accreditation Board for Engineering and Technology (ABET). About the Author Michael Baron is David Carroll Professor of Mathematics and Statistics at American University in Washington D. C. He conducts research in sequential analysis and optimal stopping change-point detection Bayesian inference and applications of statistics in epidemiology clinical trials semiconductor manufacturing and other fields. M. Baron is a Fellow of the American Statistical Association and a recipient of the Abraham Wald Prize for the best paper in Sequential Analysis and the Regents Outstanding Teaching Award. M. Baron holds a Ph. D. in statistics from the University of Maryland. In his turn he supervised twelve doctoral students mostly employed on academic and research positions.

GBP 99.99
1

Assessment of Feigned Cognitive Impairment A Neuropsychological Perspective

Assessment of Feigned Cognitive Impairment A Neuropsychological Perspective

The go-to resource for clinical and forensic practice has now been significantly revised with 85% new material reflecting the tremendous growth of the field. Leading authorities synthesize the state of the science on symptom feigning in cognitive testing and present evidence-based recommendations for distinguishing between credible and noncredible performance. A wide range of performance validity tests (PVTs) and symptom validity tests (SVTs) are critically reviewed and guidelines provided for applying them across differing cognitive domains and medical neurological and psychiatric conditions. The book also covers validity testing in forensic settings and with particular populations such as ethnic and linguistic minority group members. New to This Edition *Numerous new authors a greatly expanded range of topics and the latest data throughout. *"Clinical primer" chapter on how to select and interpret appropriate PVTs. *Chapters on methods for validity testing in visual–spatial processing speed and language domains and with cognitive screening instruments and personality inventories. *Chapter on methods for interpreting multiple PVTs in combination. *Chapters on additional populations (military personnel children and adolescents) and clinical problems (dementia somatoform/conversion disorder). *Chapters on research methods for validating PVTs base rates of feigned mild traumatic brain injury and more. | Assessment of Feigned Cognitive Impairment A Neuropsychological Perspective

GBP 91.99
1

Fundamentals of Microfluidics and Lab on a Chip for Biological Analysis and Discovery

Fundamentals of Microfluidics and Lab on a Chip for Biological Analysis and Discovery

Lab-on-a-chip technology permits us to make many important discoveries that can only be observed at the microscale or the nanoscale. Using this technology biological and biochemical analyses translate into greater sensitivity more accurate results and more valuable findings. Authored by one of the fields pioneering researchers Fundamentals of Microfluidics and Lab on a Chip for Biological Analysis and Discovery focuses on all key aspects of microfluidic lab-on-a-chip technologies to offer an exceptionally cohesive overview of the science its limitations breakthroughs made over the years and currently emerging advances. The book emphasizes analytical applications of microfluidic technology and offers in-depth coverage of micromachining methods microfluidic operations chemical separations sample preparation and injection methods detection technology and various chemical and biological analyses. Other topics of interest include the use of polymeric chips fluid flow valve and control single-cell analysis DNA and RNA amplification techniques DNA hybridization immunoassays and enzymatic assays. The book includes more than 300 figures that depict novel chip functions and breakthroughs and 16 tables summarize materials and refer readers to additional resources. An appendix compiles extensive analytical applications from emerging and established research groups. Beginners in the field will find the book useful for navigating the vast literature related to the technology while experienced researchers will rely on the compiled information for easy comparison and references for further study. Derived from the highly popular Microfluidic Lab-on-a-Chip for Chemical and Biological Analysis and Discovery (2006) this volume is also readily adaptable for classroom use. Problem sets in each chapter help students test their assimilation of the material and clarify challenging conce

GBP 175.00
1

Diatoms Ecology and Biotechnological Applications

Diatoms Ecology and Biotechnological Applications

This reference book covers the ecological impact and biotechnological applications of diatoms. Diatoms contribute to 40% of primary productivity in aquatic ecosystems. They have a unique biomonitoring ability and sensitivity toward different pollutants in wastewater and are thereby a tool for ecotoxicological monitoring. The book discusses the need for newer diatom-based indices for wastewater quality analysis. It describes the nutraceutical value of the myriad compounds like omega 3 fatty acids-DHA polysaccharides and phenols in diatoms. It also elaborates on the challenges in sustainable diatom biorefinery. This book is meant for microbiologists biotechnologists and marine biologists. | Diatoms Ecology and Biotechnological Applications

GBP 170.00
1

Manual of Geotechnical Laboratory Soil Testing

Manual of Geotechnical Laboratory Soil Testing

Manual of Geotechnical Laboratory Soil Testing covers the physical index and engineering properties of soils including compaction characteristics (optimum moisture content) permeability (coefficient of hydraulic conductivity) compressibility characteristics and shear strength (cohesion intercept and angle of internal friction). Further this manual covers data collection analysis computations additional considerations sources of error precautionary measures and the presentation results along with well-defined illustrations for each of the listed tests. Each test is based on relevant standards with pertinent references broadly aimed at geotechnical design applications. FEATURES Provides fundamental coverage of elementary-level laboratory characterization of soils Describes objectives basic concepts general understanding and appreciation of the geotechnical principles for determination of physical index and engineering properties of soil materials Presents the step-by-step procedures for various tests based on relevant standards Interprets soil analytical data and illustrates empirical relationship between various soil properties Includes observation data sheet and analysis results and discussions and applications of test results This manual is aimed at undergraduates senior undergraduates and researchers in geotechnical and civil engineering. Prof. (Dr. ) Bashir Ahmed Mir is among the senior faculty of the Civil Engineering Department of the National Institute of Technology Srinagar and has more than two decades of teaching experience. Prof. Mir has published more than 100 research papers in international journals and conferences; chaired technical sessions in international conferences in India and throughout the world; and provided consultancy services to more than 150 projects of national importance to various government and private agencies.

GBP 105.00
1

Designing for Play Designing for Play

Designing for Play Designing for Play

This title was first published in 2001. Architects landscape designers builders gardeners and teachers have all at some time been called upon to design a play area. However this diversity of profession has not resulted in a diversity of design solution as playgrounds appear to have remained virtually the same throughout the world since their creation over a century ago. This text is not a how-to book instead by using thinking from child development and child psychology Barbara Hendricks hopes to offer an approach to finding an innovative design solution that will challenge the established notions of play provision. This book covering sociological environmental and design issues provides designers with an exploration of and a guide to designing from a Child's eye view of the world. | Designing for Play Designing for Play

GBP 115.00
1

PgMP Exam Practice Test and Study Guide

PgMP Exam Practice Test and Study Guide

PgMP Exam Practice Test and Study Guide Fourth Edition is the book you need to pass the Program Management Professional (PgMP) exam the first time around. It reflects recent revisions based on PMI's Standard for Program Management - Third Edition (2013). Based on best practices that complement PMI‘s standards this is the most comprehensive and up-to-date resource available to help you prepare for the exam with new and changed terminology. It includes a list of the major topics covered on the exam organized by the five performance domains‘strategic program management program life cycle benefits management stakeholder management and governance as presented in the Program Management Professional Examination Content Outline. It also includes helpful tips on how to make the most of the time you have available to prepare for the exam. Just like its bestselling predecessors this indispensable study guide includes 20 multiple-choice practice questions for each domain along with a comprehensive answer key. The program life cycle domain includes 20 questions for each of the five phases. Each question also has a plainly written rationale for each correct answer with bibliographic references for further study. Two challenging 170-question practice tests that simulate the actual exam are included in the book and online so you can retake them as many times as necessary. They also include a rationale and reference. Scores for the online tests are presented as if each question is rated similarly but this edition also includes a new component: the authors own weighting system for the level of difficulty for each question. This system will show you what they feel meets the exam‘s criteria for Proficient Moderately Proficient and below Proficient. You then will see your scores by domain in both approaches. Supplying an in | PgMP® Exam Practice Test and Study Guide

GBP 175.00
1

Composite Structures Design Mechanics Analysis Manufacturing and Testing

Composite Structures Design Mechanics Analysis Manufacturing and Testing

The primary objective of this book is to bridge this gap by presenting the concepts in composites in an integrated and balanced manner and expose the reader to the total gamut of activities involved in composite product development. It includes the complete know-how for development of a composite product including its design & analysis manufacture and characterization and testing. The book has fourteen chapters that are divided into two parts with part one describing mechanics analytical methods in composites and basic finite element procedure and the second part illustratesr materials manufacturing methods destructive and non-destructive tests and design. | Composite Structures Design Mechanics Analysis Manufacturing and Testing

GBP 94.99
1

Rights for Aborigines

Rights for Aborigines

'We cannot help but wonder why it has taken the white Australians just on 200 years to recognise us as a race of people' Bill Onus 1967Aboriginal people were the original landowners in Australia yet this was easily forgotten by Europeans settling this old continent. Labelled as a primitive and dying race by the end of the nineteenth century most Aborigines were denied the right to vote to determine where their families would live and to maintain their cultural traditions. In this groundbreaking work Bain Attwood charts a century-long struggle for rights for Aborigines in Australia. He tracks the ever-shifting perceptions of race and history and how these impacted on the ideals and goals of campaigners for rights for indigenous people. He looks at prominent Aboriginal and non-Aboriginal campaigners and what motivated their involvement in key incidents and movements. Drawing on oral and documentary sources he investigates how they found enough common ground to fight together for justice and equality for Aboriginal people. Rights for Aborigines illuminates questions of race history political and social rights that are central to our understanding of relations between Aboriginal and non-Aboriginal Australians.

GBP 130.00
1

Evidence for Hope The Search for Sustainable Development

Evidence for Hope The Search for Sustainable Development

Since the Stockholm Environment Conference in 1972 and the Rio Summit in 1992 there has been unprecedented public concern for the future of the planet and a growing awareness that development needs to be sustainable. This text charts the growth of these ideas by beginning with a visionary piece written by Barbara Ward in the 1970s and ends with a chapter looking ahead another 30 years into the future. Two generations of thinkers and activists have helped to shape environment and development policy and increase local level power in environmental management. In celebration of their 30th anniversary the IIED's most influential writers provide in this volume a perspective on three decades of development and green debates. | Evidence for Hope The Search for Sustainable Development

GBP 160.00
1

Python for Beginners

Python for Beginners

Python is an amazing programming language. It can be applied to almost any programming task. It allows for rapid development and debugging. Getting started with Python is like learning any new skill: it’s important to find a resource you connect with to guide your learning. Luckily there’s no shortage of excellent books that can help you learn both the basic concepts of programming and the specifics of programming in Python. With the abundance of resources it can be difficult to identify which book would be best for your situation. Python for Beginners is a concise single point of reference for all material on python. Provides concise need-to-know information on Python types and statements special method names built-in functions and exceptions commonly used standard library modules and other prominent Python tools Offers practical advice for each major area of development with both Python 3. x and Python 2. x Based on the latest research in cognitive science and learning theory Helps the reader learn how to write effective idiomatic Python code by leveraging its best—and possibly most neglected—features This book focuses on enthusiastic research aspirants who work on scripting languages for automating the modules and tools development of web applications handling big data complex calculations workflow creation rapid prototyping and other software development purposes. It also targets graduates postgraduates in computer science information technology academicians practitioners and research scholars.

GBP 120.00
1

Photography for Surveyors

Photography for Surveyors

Visual images play an integral part in the surveying development and sale of a property. However obtaining high quality images can often prove a challenging task. Photography for Surveyors provides even the most amateur photographer with the skills required to produce the highest quality images in the day to day surveying environment. With the increasing importance of the visual portfolio and online presence this book is an essential guide for all those professionals looking to enhance their skills with a camera and subsequently raise their professional profile.

GBP 110.00
1