Making a game can be an intensive process, and if not planned accurately can easily run over budget. The use of procedural generation in game design can help with the intricate and multifarious aspects of game development; thus facilitating cost reduction. This form of development enables games to create their play areas, objects and stories based on a set of rules, rather than relying on the developer to handcraft each element individually. Readers will learn to create randomized maps, weave accidental plotlines, and manage complex systems that are prone to unpredictable behavior. Tanya Short's and Tarn Adams' Procedural Generation in Game Design offers a wide collection of chapters from various experts that cover the implementation and enactment of procedural generation in games. Designers from a variety of studios provide concrete examples from their games to illustrate the many facets of this emerging sub-discipline. Key Features: Introduces the differences between static/traditional game design and procedural game design Demonstrates how to solve or avoid common problems with procedural game design in a variety of concrete ways Includes industry leaders' experiences and lessons from award-winning games World's finest guide for how to begin thinking about procedural design

History of Interior Design, Second Edition, covers the history of architecture, interiors, and furniture globally, from ancient times through the late twentieth century. Each chapter gives you background information about the social and cultural context and technical innovations of the period and place, and illustrates their impact on interior design motifs. The book highlights cross-cultural influences of styles and designs, showing you how interior design is a continuing exchange of ideas. This second edition expands global coverage to Latin American, African, and Asian cultures and integrates green design into historic developments. You'll learn to use your understanding of the past to design for the present and find inspiration for your future designs. New to this Edition ~ Expanded discussion and new chronological organization of Latin American, African, and Asian cultures. ~ New chapter on Islamic design. ~ Additional information on technological developments in materials, processes, and structural design. ~ Integration of green design and its historic development. ~ Increased emphasis on modern design. History of Interior Design STUDIO ~ Study smarter with self-quizzes featuring scored results and personalized study tips ~ Review concepts with flashcards of terms and definitions

Higher Engineering Mathematics has helped thousands of students to succeed in their exams by developing problem-solving skills, It is supported by over 600 practical engineering examples and applications which relate theory to practice. The extensive and thorough topic coverage makes this a solid text for undergraduate and upper-level vocational courses. Its companion website provides resources for both students and lecturers, including lists of essential formulae, ands full solutions to all 2,000 further questions contained in the 277 practice exercises; and illustrations and answers to revision tests for adopting course instructors.

Table of Contents

Section A Number and algebra

1 Algebra

2 Partial fractions

3 Logarithms

4 Exponential functions

5 The binomial series

6.Solving equations by iterative methods

7 Boolean algebra and logic circuits

Section B Geometry and trigonometry

8 Introduction to trigonometry

9 Cartesian and polar co-ordinates

10 The circle and its properties

11 Trigonometric waveforms

12 Hyperbolic functions

13 Trigonometric identities and equations

14 The relationship between trigonometric and hyperbolic functions

15 Compound angles

Section C Graphs

16 Functions and their curves

17 Irregular areas, volumes and mean values of waveforms

Section D Complex numbers

18 Complex numbers

19 De Moivre’s theorem

Section E Matrices and determinants

20 The theory of matrices and determinants

21 Applications of matrices and determinants

Section F Vector geometry

22 Vectors

23 Methods of adding alternating waveforms

24 Scalar and vector products

Section G Differential calculus

25 Methods of differentiation

26 Some applications of differentiation

27 Differentiation of parametric equations

28 Differentiation of implicit functions

29 Logarithmic differentiation

30 Differentiation of hyperbolic functions

31 Differentiation of inverse trigonometric and hyperbolic functions

32 Partial differentiation

33 Total differentials, rates of change and small changes

34 Maxima, minima and saddle points for functions of two variables

Section H Integral calculus

35 Standard integration

36 Some applications of integration

37 Maclaurin’s series

38 Integration using algebraic substitutions

39 Integration using trigonometric and hyperbolic substitutions

40 Integration using partial fractions

41 The t = tan θ/2

42 Integration by parts

43 Reduction formulae

44 Double and triple integrals

45 Numerical integration

Section I Differential equations

46 Introduction to differential equations

47 Homogeneous first order differential equations

48 Linear first order differential equations

49 Numerical methods for first order differential equations

50 First order differential equations (1)

51 First order differential equations (2)

52 Power series methods of solving ordinary differential equations

53 An introduction to partial differential equations

Section J Laplace transforms

54 Introduction to Laplace transforms

55 Properties of Laplace transforms

56 Inverse Laplace transforms

57 The Laplace transform of the Heaviside function

58 The solution of differential equations using Laplace transforms

59 The solution of simultaneous differential equations using Laplace transforms

Section K Fourier series

60 Fourier series for periodic functions of period 2π

61 Fourier series for a non-periodic function over period 2π

62 Even and odd functions and half-range Fourier series

63 Fourier series over any range

64 A numerical method of harmonic analysis

65 The complex or exponential form of a Fourier series

Section L Z-transforms

66 An introduction to z-transforms

Section M Statistics and probability

67 Presentation of statistical data

68 Mean, median, mode and standard deviation

69 Probability

70 The binomial and Poisson distributions

71 The normal distribution

72 Linear correlation

73 Linear regression

74 Sampling and estimation theories

75 Significance testing

76 Chi-square and distribution-free tests

Essential formulae

Answers to Practice Exercises

Natural Resources and the Environment: Economics, Law, Politics, and Institutions provides a new approach to the study of environmental and natural resource economics.

It augments current contributions from the fields of public choice, law, and economics, and the burgeoning field of what used to be called the "New Institutional Economics," to describe, explain, and interpret how these new developments have been applied to better understand the economics of natural resources and the environment. This textbook takes a multi-disciplinary approach, which is essential for understanding complex environmental problems, and examines the issue from not only an economic perspective, but also taking into account law, politics, and institutions. In doing so, it provides students with a realistic understanding of how environmental policy is created and presents a comprehensive examination of real-world environmental policy. The book provides a comprehensive coverage of key issues, including renewable energy, climate change, agriculture, water resources, land conservation, and fisheries, with each chapter accompanied by learning resources, such as recommended further reading, discussion questions, and exercises.

This textbook is essential reading for students and scholars seeking to build an interdisciplinary understanding of natural resources and the environment.

Table of Contents

1. Introduction

2. A mini-course in basic economic theory

3. Valuation

4. Institutions, property rights, and transaction costs

5. Common-pool resources

6. Public choice and the politics of environmental policy

7. Population

8. Fossil fuel energy

9. Climate change

10. Air and water quality

11. Energy conservation and energy efficiency

12. Renewable energy

13. Agriculture

14. Water resources

15. Fisheries

16. Forests and deforestation

17. Wildlife, endangered species, and biodiversity

18. Conclusion: Institutional environmental economics

As soil and crop management procedures have become more complex, County Agricultural Agents, farm advisors, consultants, and fertilizer and chemical dealers have had to specialize in some aspect of soil fertility and crop nutrition management procedures, limiting their ability to provide a range of advice and services. Most farmers and growers can no longer turn to just one source for the information and instruction needed to achieve their production goals.

With over 70 percent new material, the second edition of the Plant Nutrition and Soil Fertility Manual discusses the principles determining how plants grow and the elements essential for successful crop production, with a focus on the principles of soil fertility and plant nutrition. The book covers physical and chemical properties of soil, chemical and organic fertilizers, soil acidity and alkalinity, liming and liming materials, and micronutrients essential to plant growth. It also describes elements toxic to plants, soil testing, and plant analysis.

The topics and discussion in this self-contained book are practical and user-friendly, yet comprehensive enough to cover material presented in upper-level soil and plant science courses. It allows practitioners with general background knowledge to feel confident applying the principles presented to soil/crop production systems.

Table of Contents

Section I

Introduction

Management Requirements

Productivity Factors

Climatic Factors

Moving Up the Yield Scale

Product Quality

Soil Fertility Principles

Fertile Soil Defined

Making and Keeping a Soil "Fertile"

Biological Factors

An "Ideal Soil"

Soil Fertility Management Concepts

Multiple Factor Yield Influence

Soil Condition Related to Deficiency in a Major Element and Micronutrient

Elemental Content of the Soil and Soil Solution

Plant Nutrition Principles

Photosynthesis

The Function of Plants

Determination of Essentiality

Essential Element Content in Plants

Classification of the Thirteen Essential Mineral Elements

Role of the Essential Plant Nutrient Elements

Plant Nutrient Element Sources

Element Absorption and Translocation

Elemental Accumulation

Element Absorption and Plant Genetics

Diagnostic Plant Symptoms of Essential Plant Nutrient Element Insufficiencies

The Plant Root

Introduction

Root Function

Root Hairs

Lateral Roots

The Rhizosphere

Root Ion Absorption

Root Crops

How to be a Diagnostician

The Diagnostic Approach

Being a Diagnostician

Diagnostic Factors

Evaluating Diagnostic Procedures

Scouting

Weather Conditions

Factors Affecting Essential Nutrient Element Concentrations in Plants

Plant (Crop) Wilting

Summary

Certified Crop Advisor Programs

Section II: Physical and Physiochemical Characteristics of Soil

Soil Taxonomy, Horizontal Characteristics, and Clay Minerals

Soil Orders (U.S. System of Soil Taxonomy)

Designations for Soil Horizons and Layers

Physical Properties of Soils

Textural Classification

Soil Separates or Primary Soil Separates

Soil Separate Properties

Soil Texture Characterization Definitions

Soil Structure

Tillage Practices

Water-Holding Capacity

Physiochemical Properties of Soil

Soil Separate Properties

Major Phyllosilicate Minerals in Soils

Cation Exchange Capacity (CEC) of a Soil Based on Texture

Cation Exchange Capacity (CEC) Determination of a Soil

Anion Exchange Capacity

Soil pH: Its Determination and Interpretation

Definitions

Causes of Soil Acidity

Water pH Determination of Mineral Soil, Organic Soil, and Organic Soilless Rooting Media

pH Determination using a Calibrated pH Meter

Other Soil pH Determination Procedure

Salt pH Determination for a Mineral Soil

pH Interpretation: Mineral Soil

pH Interpretation: Organic Soils

pH Interpretation: Organic Soilless Medium

Soil pH Constancy

Plant Root Function

Soil Acidity and NPK Fertilizer Efficiency

Soil pH Effect on Elemental Availability and/or Soil Solution Composition

Soil Buffer pH

pH Determination of Water

Soil Organic Matter

Definitions of Soil Organic Matter and Its Components

Humus

Soil Organic Matter Characteristics

Methods of Soil Organic Matter Determination

Management Requirements for High Organic Matter Content Soils

Adverse Affects of Organic Matter Additions

Section III: Plant Elemental Requirements and Associated Elements

Major Essential Plant Elements

Terminology

Methods of Expression

Established Date for Essentiality/Researchers

Carbon, Hydrogen, and Oxygen

Major Essential Element Properties

Micronutrients Considered Essential to Plants

Terminology

Established Date for Essentiality/Researchers

Content and Function

Soil and Plant Species Associations

Micronutrient Characteristics

Micronutrient Properties

Possible Additional Essential Micronutrients

Elements Considered Beneficial to Plants

The A to Z Nutrient Solution

Elements Essential for Animals

Basis for Essentiality for Beneficial Elements

Potential Essential Elements

"New" Beneficial Elements

Element Substitution

Form of Response

Summary

Elements Considered Toxic to Plants

Introduction

The Nature of Elemental Toxicity

Aluminum and Copper Toxicity

Other Elements

Plant Species Factor

The Heavy Metals

Trace Elements Found in Plants

Definition

Elements Categorized as Trace Elements

High Soil Content Elements

Availability Factors

Accumulator Plants and Elements

Symbiotic Element

Section IV: Methods of Soil Fertility and Plant Nutrition Assessment

Soil Testing

Purposes

Field Sampling

Soil Laboratory Selection

Laboratory Soil Testing Procedures

Interpretation of a Soil Test Result

Soil Test Result Tracking (Monitoring)

Liming and Fertilizer Use Strategies

Plant Analysis and Tissue Testing

Plant Analysis Objectives

Sequence of Procedures

Sampling Techniques

Plant Tissue Handling, Preparation, and Analysis

Methods of Interpretation

Word Classification of Elemental Concentrations

As a Diagnostic Technique

Experience Required

Data Logging/Tracking of Plant Analyses

Utilization of Plant Analyses for Nutrient Element Management

Tissue Testing

Indirect Evaluation Procedures

Section V: Amendments for Soil Fertility Maintenance

Lime and Liming Materials

Liming Terms

Liming Materials

Liming Materials and Their Calcium Carbonate Equivalent (CCE)

Mesh Size

Quality Factor Designation

Lime Requirement (LR)

Soil Test Ratio of Ca to Mg Determines Form of Limestone to Apply

Liming Rate Determined by Acidifying Effect of Fertilizer

"Lime Shock"

Lime Incorporation

Depth of Incorporation

Subsoil pH

Inorganic Chemical Fertilizers and Their Properties

Definitions

Fertilizer Terminology

Characteristics of the Major Elements as Fertilizer

Conversion Factors for the Major Essential Fertilizer Elements

Characteristics of the Micronutrients as Fertilizer

The Physical and Chemical Properties of Fertilizers

Naturally Occurring Inorganic Fertilizers

Organic Fertilizers and Their Properties

Value

Composted Animal Manures

Animal Manure Major Element Composition

Other Organic Materials

Soil and Plant Factors

Fertilizer Placement

Objectives

Methods of Fertilizer Placement

Soil Water, Irrigation, and Water Quality

Soil Water Terminology

Soil Factors Affecting Soil Water-Holding Capacity and Movement

Drainage

Irrigation Methods

Irrigation Water Quality

Water Treatment Procedures

What is Water?

Section VI: Methods of Soilless Plant Production

Hydroponics

Hydroponics Defined

Historical Events

Hydroponic Techniques

Hydroponic Growing Systems

Rooting Media

Water Quality

The Nutrient Solution

Reagents and Nutrient Solution Formulations

Concentration Range and Ratios

pH Interpretation-Hydroponic Nutrient Solution

Reconstitution of the Nutrient Solution

Accumulation of Nutrient Elements and Precipitates

Soilless Rooting and/or Growing Media

Soilless Media Ingredients

Soilless Media Formulations

Physical Properties

Physiochemical Properties

Control of pH

Use Formulations

Bag Culture Systems

"Fertility" Determination Procedure for an Organic Soilless Mix

Section VII: Miscellaneous

Organic Farming/Gardening

Chemicalization of Crop Production

"Organically Grown" Defined

Suitable Inorganic Fertilizer Materials

Suitable Organic Fertilizers

Organic Soil Fertility Management

Soil Physical Properties

Food Safety and Quality Issues

Weather and Climatic Conditions

Definitions

Climatic Factors

Weather as a Diagnostic Factor

Best Management Practices (BMPs)

Origin

Best Management Practice Application Broadened

Best Practice

Important Protocol Considerations

Precision Farming

Section Appendices

Glossary

Formulation and Use of Soil Extraction Reagents

Preparation Procedures and Elemental Content Determination for Plant Tissue

Weights and Measures

Reference Books and Texts

References

Index

Writing and Reporting News You Can Use instructs students on how to produce news that is informative, interesting, educational, and most importantly, compelling. It addresses roadblocks to student interest in writing news, using illustrative examples and exercises to help them understand how to write news that is interesting and accurate. Trujillo’s hands-on approach is based on real-world strategies that deal with audience and market characteristics. Students are writing from the very beginning while also getting the ethical and legal grounding necessary to understand the field. This textbook is a complete resource for students learning broadcast news, including how to get a job after leaving the classroom.

Table of Contents

Part One – Introduction

Part Two - The Basics

1. What is News and Where Does It Come From?

2. What do People Want from a Newscast?

3. The Rules and Regulations - Avoiding Legal Problems

4. Ethical and Moral Newswriting

Part Three - Write

5. Writing the News to Make It More Readable

6. News Judgment - How to Pick the Right Stories

7. Re-write and Then Re-write it Again

8. Types of Stories

9. Teases and Headlines

10. Enterprising Stories

11. Public Affairs News

12. Creating Series and Multi-Part Stories

Part Four - Working with Audio and Video

13. Types of Audio and Video

14. Effective Interviewing

15. Selecting and Writing with Interview Clips

16. Adding Creative Elements to News Stories

Part Five - Social and Multi-Media News

17. Writing for Internet Usage

18. Packaging for Multi- Media

19. Social Media as a News Source

Part Six - Reporting and Presenting the News

20. The Right Attitude and Approach

21. Sounding Like the Expert

22. Looking like a Pro

Part Seven - Becoming a Pro

23. The Life of a News Professional

24. Creating and Marketing Your Demo

25. News Tests and Interviews

26. Making Your First Career Move

Part Eight –Conclusion/

This book introduces the fundamental concepts of modern digital image processing. It aims to help the students, scientists, and practitioners to understand the concepts through clear explanations, illustrations and examples. The discussion of the general concepts is supplemented with examples from applications and ready-to-use implementations of concepts in MATLAB®. Program code of some important concepts in programming language 'C' is provided.

To explain the concepts, MATLAB® functions are used throughout the book. MATLAB® Version 9.3 (R2017b), Image Acquisition Toolbox Version 5.3 (R2017b), Image Processing Toolbox, Version 10.1 (R2017b) have been used to create the book material.

Meant for students and practicing engineers, this book provides a clear, comprehensive and up-to-date introduction to Digital Image Processing in a pragmatic manner.

Table of Contents

Introduction to Digital Image Processing. Digital Image representation. Mathematical Tools for Image Processing. Image Enhancement in Spatial Domain. Image Processing in Frequency Domain. Image Denoising. Image Segmentation. Mathematical Morphology. Image Understanding. Image Compression. Image Retrieval. Digital Image Forgery. Appendix A. Appendix B. Appendix B.

Learning to Teach Geography in the Secondary School has become the widely recommended textbook for student and new teachers of geography. It helps you acquire a deeper understanding of the role, purpose and potential of geography within the secondary curriculum, and provides the practical skills needed to design, teach and evaluate stimulating and challenging lessons.

It is grounded in the notion of social justice and the idea that all students are entitled to a high-quality geography education. The very practical dimension provides you with support structures through which you can begin to develop your own philosophy of teaching and debate key questions about the nature and purpose of the subject in school.

Thoroughly updated to take account of the latest research, evidence and policy, this new edition reflects new developments in technology as well as current thinking on curriculum, pedagogy and assessment. Exploring the fundamentals of teaching and learning geography in school, chapters cover:

Why we teach geography – its purposes and intent

Understanding and planning the curriculum – what to teach

Effective pedagogy – how to teach

Inclusion

Assessment

Developing and using resources

Fieldwork and outdoor learning

Values and school geography’s contribution to ‘citizenship’

Professional development

Intended as a core textbook and written with both university and school-based initial teacher education in mind,　Learning to Teach Geography is essential reading for all those who aspire to become able, effective and above all, thoughtful and reflective teachers.

Table of Contents

Introduction

Chapter 1: Why teach geography

Chapter 2: The geography curriculum

Chapter 3: Pedagogy

Chapter 4: Pupils’ Learning

Chapter 5: Inclusion

Chapter 6: Resources

Chapter 7: Fieldwork

Chapter 8: Assessment

Chapter 9: For citizenship

Chapter 10: Professional development

This revised and expanded second edition of Routledge International Handbook of Migration Studies provides a comprehensive basis for understanding the complexity and patterns of international migration. Despite increased efforts to limit its size and consequences, migration has wide-ranging impacts upon social, environmental, economic, political and cultural life in countries of origin and settlement. Such transformations impact not only those who are migrating, but those who are left behind, as well as those who live in the areas where migrants settle.

Featuring forty-six essays written by leading international and multidisciplinary scholars, this new edition showcases evolving research and theorizing around refugees and forced migrants, new migration paths through Central Asia and the Middle East, the condition of statelessness and South to South migration. New chapters also address immigrant labor and entrepreneurship, skilled migration, ethnic succession, contract labor and informal economies. Uniquely among texts in the subject area, the Handbook provides a six-chapter compendium of methodologies for studying international migration and its impacts.

Written in a clear and direct style, thisHandbook offers a contemporary integrated resource for students and scholars from the perspectives of social science, humanities, journalism and other disciplines.

Table of Contents

List of figures

List of tables

Notes on the contributors

Introduction to the second edition

Introduction to the first edition

PART I: Theories and histories of international migration

1 Economic perspectives on migration

2 Psychological acculturation: perspectives, principles, processes, and prospects

3 European migration history

4 Migration history in the Americas

5 Asian migration in the longue durée

6 A brief history of African migration

PART II Displacement, refugees and forced migration

7 Forced migrants: exclusion, incorporation and a moral economy of deservingness

8 Refugees and geopolitical conflicts

9 Country of first asylum

10 Displacement, refugees, and forced migration in the MENA region: the case of Syria

11 Climate change and human migration: constructed vulnerability, uneven flows, and the challenges of studying environmental migration in the 21st century

PART III: Migrants in the economy

12 Unions and immigrants

13 Immigrant and ethnic entrepreneurship

14 High-skilled migration

15 Immigration and the informal economy

16 Vulnerability to exploitation and human trafficking: a multi-scale review of risk

PART IV: Intersecting inequalities in the lives of migrants

17 The changing configuration of migration and race

18 Nativism: a global-historical perspective

19 Gender and migration: uneven integration

20 Sexualities and international migration

21 Migrants and indigeneity: nationalism, nativism and the politics of place

PART V: Creating and recreating community and group identity

22 Panethnicity

23 Understanding ethnicity from a community perspective

24 Religion on the move: the place of religion in different stages of the migration experience

25 Condemned to a protracted limbo? Refugees and statelessness in the age of terrorism

26 Reclaiming the black and Asian journeys: a comparative perspective on culture, class, and immigration

PART VI: Migrants and social reproduction

27 Immigrant and refugee language policies, programs, and practices in an era of change: promises, contradictions, and possibilities

28 Immigrant intermarriage

29 International adoption

PART VII: Migrants and the state

30 Undocumented (or unauthorized) immigration

31 Detention and deportation

32 Naturalization and nationality: community, nation-state and global explanations

33 Asian migrations and the evolving notions of national community

34 Immigration and education

35 Emigration and the sending state

36 International migration and the welfare state: connections and extensions

37 Immigration and crime and the criminalization of immigration

PART VIII: Maintaining links across borders

38 The historical, cultural, social, and political backgrounds of ethno-national diasporas

39 Transnationalism

40 Survival or incorporation? Immigrant (re)integration after deportation

41 Return migration

PART IX: Methods for studying international migration

42 Census analysis

43 Binational migration surveys: representativeness, standardization, and the ethnosurvey model



Editor(s)

Biography

Steven J. Gold is Professor in the Department of Sociology at Michigan State University. His interests include international migration, ethnic economies, qualitative methods and visual sociology. He has conducted research on Israeli emigration and transnationalism, Russian-speaking Jewish and Vietnamese refugees in the U.S., ethnic economies, and on conflicts between immigrant merchants and their customers.

Stephanie J. Nawyn is an Associate Professor in the Department of Sociology and the Co-Director of Academic Programs at the Center for Gender in Global Context at Michigan State University. Her work has primarily focused on refugee resettlement and protection, as well as the economic advancement of African voluntary migrants in the U.S. with a focus on gender. She was a Fulbright Fellow at Istanbul University for the 2013–14 academic year, studying the treatment of Syrian refugees in Turkey. Her most recent work was published in the Journal of Refugees Studies and the Journal of Ethnic and Racial Studies.

Add to Cart

Security for Software Engineers is designed to introduce security concepts to undergraduate software engineering students. The book is divided into four units, each targeting activities that a software engineer will likely be involved in within industry.

The book explores the key areas of attack vectors, code hardening, privacy, and social engineering. Each topic is explored from a theoretical and a practical-application standpoint.

Features:

Targets software engineering students - one of the only security texts to target this audience.

Focuses on the white-hat side of the security equation rather than the black-hat side.

Includes many practical and real-world examples that easily translate into the workplace.

Covers a one-semester undergraduate course.

Describes all aspects of computer security as it pertains to the job of a software engineer and presents problems similar to that which an engineer will encounter in the industry.

This text will equip students to make knowledgeable security decisions, be productive members of a security review team, and write code that protects a user’s information assets.

Table of Contents

Introduction to Security 0: Security for Software Engineers 1: Roles Unit 1: Attack Vectors 2: Classification of Attacks 3: Software Weapons 4: Social Engineering Unit 2: Code Hardening 5: Command Injection 6: Script Injection 7: Memory Injection 8: Threat Modeling 9: Mitigation Unit 3: Privacy 10: Authentication 11: Access Control 12: Encryption Appendices A: Arrays B: Function Pointers C: V-Tables D: Integers E: The Callstack F: The Heap G: Further Reading H: Works Cited I: Glossary J: Index

Priced very competitively compared with other textbooks at this level!

This gracefully organized textbook reveals the rigorous theory of probability and statistical inference in the style of a tutorial, using worked examples, exercises, numerous figures and tables, and computer simulations to develop and illustrate concepts.

Beginning with an introduction to the basic ideas and techniques in probability theory and progressing to more rigorous topics, Probability and Statistical Inference

studies the Helmert transformation for normal distributions and the waiting time between failures for exponential distributions

develops notions of convergence in probability and distribution

spotlights the central limit theorem (CLT) for the sample variance

introduces sampling distributions and the Cornish-Fisher expansions

concentrates on the fundamentals of sufficiency, information, completeness, and ancillarity

explains Basu's Theorem as well as location, scale, and location-scale families of distributions

covers moment estimators, maximum likelihood estimators (MLE), Rao-Blackwellization, and the Cramér-Rao inequality

discusses uniformly minimum variance unbiased estimators (UMVUE) and Lehmann-Scheffé Theorems

focuses on the Neyman-Pearson theory of most powerful (MP) and uniformly most powerful (UMP) tests of hypotheses, as well as confidence intervals

includes the likelihood ratio (LR) tests for the mean, variance, and correlation coefficient

summarizes Bayesian methods

describes the monotone likelihood ratio (MLR) property

handles variance stabilizing transformations

provides a historical context for statistics and statistical discoveries

showcases great statisticians through biographical notes

Employing over 1400 equations to reinforce its subject matter, Probability and Statistical Inference is a groundbreaking text for first-year graduate and upper-level undergraduate courses in probability and statistical inference who have completed a calculus prerequisite, as well as a supplemental text for classes in Advanced Statistical Inference or Decision Theory.

Table of Contents

Notions of probability; expectations of functions of random variables; multivariate random variables; transformations and sampling distributions; notions of stochastic convergence; sufficiency, completeness and ancillarity; point estimation; tests of hypotheses; confidence interval estimation; Bayesian methods; likelihood ratio and other tests; large-sample inference; sample size determination - two-stage procedures. Appendices: abbreviations and notation; celebration of statistics - selected biographical notes; selected statistical tables.

Artificial Intelligence for Autonomous Networks introduces the autonomous network by juxtaposing two unique technologies and communities: Networking and AI. The book reviews the technologies behind AI and software-defined network/network function virtualization, highlighting the exciting opportunities to integrate those two worlds.

Outlining the new frontiers for autonomous networks, this book highlights their impact and benefits to consumers and enterprise customers. It also explores the potential of the autonomous network for transforming network operation, cyber security, enterprise services, 5G and IoT, infrastructure monitoring and traffic optimization, and finally, customer experience and care.

With contributions from leading experts, this book will provide an invaluable resource for network engineers, software engineers, artificial intelligence, and machine learning researchers.

Table of Contents

1. The Role of Artificial Intelligence (AI) for Network Automation & Security 2. Machine Learning, Deep Learning, Artificial Intelligence 3. The Shift to a Software Defined Network 4. Blockchain and Cryptography for Secure Information Sharing 5. Building the Autonomous Networks of the Future 6. Role of Open Source, Standards and Public Clouds in Autonomous Networks 7. Machine-learning, Containers, Cloud-natives and Micro-services 8. Artificial Intelligence Software and Hardware Platforms 9. Artificial Intelligence for Network Operation 10. Artificial Intelligence for Cyber Security 11. Artificial Intelligence for Enterprise Networks 12. Artificial Intelligence for 5G+, Edge Compute and IoT 13. Artificial Intelligence for Infrastructure Monitoring and Traffic Optimization 14. Artificial Intelligence for Customer Experience and Care 15. New Artificial Intelligence Frontiers for Autonomous Networks

Featuring easy-to-follow instructions on all the main basic and intermediate skills required to sew garments from a pattern, Fashion Sewing: Introductory Techniques is an excellent resource for fashion design students who want to improve their sewing skills. The book includes advice on setting up the home sewing studio, an introduction to fabrics, a fitting guide and a wide range of basic and intermediate techniques on stitches, seams, hems and fastenings.Featuring comprehensive instructions, accompanied by large, clear illustrations, this book enables readers to visualize each action and apply key sewing techniques to their own projects.

An Introduction to Generalized Linear Models, Fourth Edition provides a cohesive framework for statistical modelling, with an emphasis on numerical and graphical methods. This new edition of a bestseller has been updated with new sections on non-linear associations, strategies for model selection, and a Postface on good statistical practice.

Like its predecessor, this edition presents the theoretical background of generalized linear models (GLMs) before focusing on methods for analyzing particular kinds of data. It covers Normal, Poisson, and Binomial distributions; linear regression models; classical estimation and model fitting methods; and frequentist methods of statistical inference. After forming this foundation, the authors explore multiple linear regression, analysis of variance (ANOVA), logistic regression, log-linear models, survival analysis, multilevel modeling, Bayesian models, and Markov chain Monte Carlo (MCMC) methods.

Introduces GLMs in a way that enables readers to understand the unifying structure that underpins them

Discusses common concepts and principles of advanced GLMs, including nominal and ordinal regression, survival analysis, non-linear associations and longitudinal analysis

Connects Bayesian analysis and MCMC methods to fit GLMs

Contains numerous examples from business, medicine, engineering, and the social sciences

Provides the example code for R, Stata, and WinBUGS to encourage implementation of the methods

Offers the data sets and solutions to the exercises online

Describes the components of good statistical practice to improve scientific validity and reproducibility of results.

Using popular statistical software programs, this concise and accessible text illustrates practical approaches to estimation, model fitting, and model comparisons.

Table of Contents

Introduction

Model Fitting

Exponential Family and Generalized

Linear Models

Estimation

Inference

Normal Linear Models

Binary Variables and Logistic Regression

Nominal and Ordinal Logistic Regression

Poisson Regression and Log-Linear Models

Survival Analysis

Clustered and Longitudinal Data

Bayesian Analysis

Markov Chain Monte Carlo Methods

Example Bayesian Analyses

Postface

Appendix

Based on 40 years of experience,Integrated Environmental Management: A Transdisciplinary Approach brings together many ecological and technological tool boxes and applies them in a transdisciplinary method. The book demonstrates how to combine continuous improvement management tools and principles with proven environmental assessment methodologies. This integrated ecological and environmental management approach lets you view environmental problems from a holistic angle, considering the ecosystem as an entity as well as the entire spectrum of solutions and possible combinations of solutions.

The book discusses the importance of examining all facets or possible problems associated with an ecosystem simultaneously and evaluating all the solution possibilities proposed by the relevant disciplines at the same time. The authors underline that there is no alternative to integrated, multidisciplinary, ecological–environmental management—at least not on a long-term basis. They lay down the fundamental concepts in an applications-oriented manner that allows you to apply the seven steps of environmental management directly.

However, the book goes beyond delineating the available tool boxes; it also details how they can be integrated and combined to find an optimum solution to ecological–environmental problems.

Table of Contents

Defining the Problem. Understanding the Ecosystem. Sources and Causes. Developing a Diagnosis. Tools for Solutions of Environmental Problems. Implementation of Ecological Management Tools. Recovery.

The Art of Teaching Science emphasizes a humanistic, experiential, and constructivist approach to teaching and learning, and integrates a wide variety of pedagogical tools. Becoming a science teacher is a creative process, and this innovative textbook encourages students to construct ideas about science teaching through their interactions with peers, mentors, and instructors, and through hands-on, minds-on activities designed to foster a collaborative, thoughtful learning environment.

This second edition retains key features such as inquiry-based activities and case studies throughout, while simultaneously adding new material on the impact of standardized testing on inquiry-based science, and explicit links to science teaching standards. Also included are expanded resources like a comprehensive website, a streamlined format and updated content, making the experiential tools in the book even more useful for both pre- and in-service science teachers.

Special Features:

Each chapter is organized into two sections: one that focuses on content and theme; and one that contains a variety of strategies for extending chapter concepts outside the classroom

Case studies open each chapter to highlight real-world scenarios and to connect theory to teaching practice

Contains 33 Inquiry Activities that provide opportunities to explore the dimensions of science teaching and increase professional expertise

Problems and Extensions, On the Web Resources and Readings guide students to further critical investigation of important concepts and topics.

An extensive companion website includes even more student and instructor resources, such as interviews with practicing science teachers, articles from the literature, chapter PowerPoint slides, syllabus helpers, additional case studies, activities, and more.

Visit http://www.routledge.com/textbooks/9780415965286 to access this additional material.

Table of Contents

Part 1. The Art of Teaching Science

Chapter 1. The Art of Teaching Science: A Reconnaissance

Chapter 2. Science for All

Chapter 3. Facilitating Science Learning

Part 2. The Goals and the Curriculum of School Science

Chapter 4. On the History of Science Education

Chapter 5. Science in the School Curriculum

Chapter 6. Science, Technology and Society (STS) in the Science Classroom

Part 3. Connecting Theory and Practice in Science Teaching

Chapter 7. How Adolescents Learn Science

Chapter 8. Models of Science Teaching

Chapter 9. Designs for Learning

Part 4. Strategies of Science Teaching

Chapter 10 . Assessing Active Science Learning

Chapter 11. Strategies Fostering Thinking in the Science Classroom

Chapter 12. The Internet: Learning Science with Online Resources

Appendix A: Science Curriculum Developers

Appendix B: Professional Societies and Organizations

Appendix C: Science Equipment and Computer Software Suppliers

Appendix D: Science Teacher Talk Questionnaire

Notes

Index

In Psychology of Music: From Sound to Significance (2nd edition), the authors consider music on a broad scale, from its beginning as an acoustical signal to its different manifestations across cultures. In their second edition, the authors apply the same richness of depth and scope that was a hallmark of the first edition of this text. In addition, having laid out the topography of the field in the original book, the second edition puts greater emphasis on linking academic learning to real-world contexts, and on including compelling topics that appeal to students’ natural curiosity. Chapters have been updated with approximately 500 new citations to reflect advances in the field.

The organization of the book remains the same as the first edition, while chapters have been updated and often expanded with new topics. 'Part I: Foundations' explores the acoustics of sound, the auditory system, and responses to music in the brain. 'Part II: The Perception and Cognition of Music' focuses on how we process pitch, melody, meter, rhythm, and musical structure. 'Part III: Development, Learning, and Performance' describes how musical capacities and skills unfold, beginning before birth and extending to the advanced and expert musician. And finally, 'Part IV: The Meaning and Significance of Music' explores social, emotional, philosophical and cultural dimensions of music and meaning.

This book will be invaluable to undergraduates and postgraduate students in psychology and music, and will appeal to anyone who is interested in the vital and expanding field of psychology of music.

Table of Contents

About the authors Preface to the second edition Notes to instructors Acknowledgments 1. The scope of psychology of music Part I. Foundations 2. The acoustics of music 3. Auditory perception and the neurophysiology of hearing 4. Cognitive neuroscience and the music-language link Part II. The perception and cognition of music 5. Perception of musical pitch and melody 6. Perception of musical time 7. Analysis and cognition of musical structure Part III. Development, learning, and performance 8. Emergence of auditory and music perception 9. Early musical development 10. Practice and musical expertise 11. The psychology of music performance Part IV. The meaning and significance of music 12. The social psychology of music 13. The question of meaning in music 14. The emotional power of music 15. Culture and music. Appendix: The chapters in action. References. Name index. Subject index.

This fascinating new core textbook, authored by a highly respected academic with over a decade of industry experience, takes a global and strategic approach to the important topic of operations management (OM). Integrating contemporary and traditional theories the text covers everything a student needs to understand the reality of operations in the modern world and combines the latest cutting-edge thinking with innovative learning features. Written in a concise and engaging style and based on up-to-date research in the field, the book provides a range of international case studies and examples that help students to apply theoretical knowledge to real-world practice. This is a must-have textbook for students studying operations management modules on undergraduate, postgraduate and MBA programmes. In addition, this is an ideal textbook to accompany modules on operations strategy, production management and services management. Accompanying online resources for this title can be found at bloomsburyonlineresources.com/operations-management. These resources are designed to support teaching and learning when using this textbook and are available at no extra cost.

Adopting a strategic approach to risk management can maximize competitiveness and profitability. Total Safety and Productivity approaches offer managers a set of methods and tools to apply a Total Safety Management (TSM) philosophy to achieve this. The capability to anticipate, assess and plan for risks associated with future operations is a critical success factor, for enterprises of all types and sizes. The ability to risk assess actual operations with an easy to apply, resilient methodology can offer significant benefits in terms of the capacity to improve safety and performance.

This book describes approaches that can be used alone or jointly to improve safety management in any organization. The methods are based on academic best practice and have been developed by leading experts, but are presented here in a practical way for application in industry by non-experts. The book outlines a professional approach to risk and safety management, which requires goal setting, planning and the measurement of performance, and encourages a safety management system that is woven holistically into the fabric of an organization so that it becomes part of the culture, the way people do their jobs, and helps ensure that issues are correctly prioritized and managed as they emerge.

This book is essential reading for professionals, at both expert and non-expert level, who are interested in applying the TSM philosophy within their organization.

Drawing and sketching are central to the art of animation and can be crucial tools in designing and developing original stories, characters and layouts. Sketching for Animation offers a wealth of examples, exercises and tips from an army of professional animators to help you develop essential sketching, technical drawing and ideation techniques. With interviews and in-depth case studies from some of today's leading animators, including Bill Plympton, Glen Keane, Tori Davis and John Canemaker, this is a unique guide to turning your sketchbook - the world's cheapest, most portable pre-visualisation tool - into your own personal animation armory.

Praise for the First Edition:

". . . the book serves as an excellent tutorial on the R language, providing examples that illustrate programming concepts in the context of practical computational problems. The book will be of great interest for all specialists working on computational statistics and Monte Carlo methods for modeling and simulation." – Tzvetan Semerdjiev, Zentralblatt Math

Computational statistics and statistical computing are two areas within statistics that may be broadly described as computational, graphical, and numerical approaches to solving statistical problems. Like its bestselling predecessor, Statistical Computing with R, Second Edition covers the traditional core material of these areas with an emphasis on using the R language via an examples-based approach. The new edition is up-to-date with the many advances that have been made in recent years.

Features

Provides an overview of computational statistics and an introduction to the R computing environment.

Focuses on implementation rather than theory.

Explores key topics in statistical computing including Monte Carlo methods in inference, bootstrap and jackknife, permutation tests, Markov chain Monte Carlo (MCMC) methods, and density estimation.

Includes new sections, exercises and applications as well as new chapters on resampling methods and programming topics.

Includes coverage of recent advances including R Studio, the tidyverse, knitr and ggplot2

Accompanied by online supplements available on GitHub including R code for all the exercises as well as tutorials and extended examples on selected topics.

Suitable for an introductory course in computational statistics or for self-study, Statistical Computing with R, Second Edition provides a balanced, accessible introduction to computational statistics and statistical computing.

About the Author

Maria Rizzo is Professor in the Department of Mathematics and Statistics at Bowling Green State University in Bowling Green, Ohio, where she teaches statistics, actuarial science, computational statistics, statistical programming and data science. Prior to joining the faculty at BGSU in 2006, she was Assistant Professor in the Department of Mathematics at Ohio University in Athens, Ohio. Her main research area is energy statistics and distance correlation. She is the software developer and maintainer of the energy package for R. She also enjoys writing books including a forthcoming joint research monograph on energy statistics. 　　

　

　

　

　

　

　

　

　

　

　

Table of Contents

1. Introduction

Statistical Computing

The R Environment

Getting Started with R and RStudio

Basic Syntax

Using the R Online Help System

Distributions and Statistical Tests

Functions

Arrays, Data Frames, and Lists

Formula Specifications

Graphics Introduction to ggplot

Workspace and Files

Using Scripts

Using Packages

Using R Markdown and knitr

Exercises

2. Probability and Statistics Review

Random Variables and Probability

Some Discrete Distributions

Some Continuous Distributions

Multivariate Normal Distribution

Limit Theorems

Statistics

Bayes’ Theorem and Bayesian Statistics

Markov Chains

3. Methods for Generating Random Variables

Introduction

The Inverse Transform Method

The Acceptance-Rejection Method

Transformation Methods

Sums and Mixtures

Multivariate Distributions

Exercises

4. Generating Random Processes

Stochastic Processes

Brownian Motions

Exercises

5. Visualization of Multivariate Data

Introduction

Panel Displays

Surface Plots and 3D Scatter Plots

Contour Plots

The Grammar of Graphics and ggplot2

Other 2D Representations of Data

Principal Components Analysis

Exercises

6. Monte Carlo Integration and Variance Reduction

Introduction

Monte Carlo Integration

Variance Reduction

Antithetic Variables

Control Variates

Importance Sampling

Stratified Sampling

Stratified Importance Sampling

Exercises

RCode

7. Monte Carlo Methods in Inference

Introduction

Monte Carlo Methods for Estimation

Monte Carlo Methods for Hypothesis Tests

Application

Exercises

8. Bootstrap and Jackknife

The Bootstrap

The Jackknife

Bootstrap Confidence Intervals

Better Bootstrap Confidence Intervals

Application

Exercises

9. Resampling Applications

Jackknife-after-Bootstrap

Resampling for Regression Models

Influence

Exercises

10. Permutation Tests

Introduction

Tests for Equal Distributions

Multivariate Tests for Equal Distributions

Application

Exercises

11. Markov Chain Monte Carlo Methods

Introduction

The Metropolis-Hastings Algorithm

The Gibbs Sampler

Monitoring Convergence

Application

Exercises

R Code

12. Probability Density Estimation

Univariate Density Estimation

Kernel Density Estimation

Bivariate and Multivariate Density Estimation

Other Methods of Density Estimation

Exercises

R Code

13. Introduction to Numerical Methods in R

Introduction

Root-finding in One Dimension

Numerical Integration

Maximum Likelihood Problems

Application

Exercises

14. Optimization 401

Introduction

One-dimensional Optimization

Maximum likelihood estimation with mle

Two-dimensional Optimization

The EM Algorithm

Linear Programming – The Simplex Method

Application

Exercises

15. Programming Topics

Introduction

Benchmarking: Comparing the Execution Time of Code

Profiling

Object Size, Attributes, and Equality

Finding Source Code

Linking C/C++ Code using Rcpp

Application

Exercises

For the purposes of this volume, originally published in 1954, two southern zones of Bantu have been included - south of the Zambesi and east of the Kalahari. The book discusses the phonetic and morphological characteristics of these 2 zones and a classification of the groups, clusters and dialects is provided. For comparative purposes detailed information on some striking dialectical forms is given in the appendices.

Now in its fourth edition, this book allows for early career occupational hygienists and occupational health and safety professionals or students to develop their basic skills and knowledge to anticipate, recognize, evaluate, and control workplace hazards that can result in injury, illness, impairment, or affect the well-being of workers and members of the community. Principles of Occupational Health and Hygiene: An Introduction, Fourth Edition offers a comprehensive overview of occupational health risks and hazardous environments encountered in a range of industries and organizational settings.

This new edition offers information on the current techniques and equipment used in assessing workplace hazards. Methods of assessment are developing at a rapid rate due to the new technologies now available. Featuring new chapters on occupational hygiene statistics and psychosocial hazards and fully updated throughout, leading industry professionals and educators explain how to identify key workplace hazards including chemical agents such as dusts, metals and gases; physical agents such as noise, radiation and extremes of heat and cold; and microbiological agents. The book highlights assessment procedures and processes for identifying exposure levels and explains how to evaluate risk and follow safety guidelines to control and manage these hazards effectively. Highly illustrated, up to date with current Workplace Health and Safety legislation and written in a jargon-free manner, this book will be a bible to any student or professional.

Principles of Occupational Health and Hygiene: An Introduction, Fourth Edition is an essential reference for students, early career Occupational Hygienists professionals and anyone in an Occupational Health and Safety role.

Table of Contents

Contents

Foreword

Preface

Editor biography

Author biographies

Acknowledgements

Abbreviations and definitions

1. The hazardous work environment: the hygiene challenge

Charles Steer, Melanie Windust and Kate Cole, OAM

2.Occupational health, basic toxicology and epidemiology

Martyn Cross and Geza Benke

3.The concept of the exposure standard

Robert Golec and Ian Firth

4.Occupational Hygiene Statistics

Peter Knott and David Lowry

5.Control of workplace health hazards

Kerrie Burton and Kelly Johnstone

6.Industrial ventilation

Elaine Lindars and Anthony Bamford

7. Personal protective equipment

Mark Reggers and Terry Gorman

8.Aerosols

Linda Apthorpe and Jennifer Hines

9.Metals in the workplace

Ian Firth and Ron Capil

10.Gases and vapours

Aleks Todorovic and Michael Logan

11.Biological monitoring of chemical exposure

Greg O'Donnell and Martin Mazereeuw

12.Indoor air quality

Michael Shepherd and Claire Bird

13.Biological hazards

Margaret Davidson, Ryan Kift, Ken Martinez, and Joshua Schaffer

14.Noise and vibration

Beno Groothoff and Jane Whitelaw

15.Radiation—ionising and non-ionising

Geza Benke and Martin Ralph

16.The thermal environment

Ross Di Corleto and Jodie Britton

17.Lighting

SoYoung Lee, Dino Pisaniello and Bruno Piccoli

18.Occupational hygiene tools and sources

Sue Reed, Linda Apthorpe, Adelle Liebenberg and Ian Firth

Index

How do you tailor education to the learning needs of adults? Do they learn differently from children? How does their life experience inform their learning processes? These were the questions at the heart of Malcolm Knowles’ pioneering theory of andragogy which transformed education theory in the 1970s. The resulting principles of a self-directed, experiential, problem-centred approach to learning have been hugely influential and are still the basis of the learning practices we use today.

Understanding these principles is the cornerstone of increasing motivation and enabling adult learners to achieve. The 10th edition of The Adult Learner has been revised to include:

The two chapters on diversity, inclusion and belonging in adult learning, and andragogy and the online adult learner have been greatly expanded to reflect the importance of these topics to the field today.

The accompanying Instructor and Student Resources website provides free digital materials designed to enhance student learning and save instructors time when preparing lessons. Resources include:

• Ready-to-use PowerPoint slides to save instructor time when planning lessons

• Learning objectives and part outlines for structured learning

• Suggested class discussions, exercises, and scenario-based activities

• Downloadable instruments for chapters 19 to 22

• Video explaining the Andragogy In Practice model

• A chapter-by-chapter Instructor Manual and a corresponding Student Guide to enhance learning outcomes.

If you are a researcher, practitioner, or student in education, an adult learning practitioner, training manager, or involved in human resource development, this is the definitive book in adult learning you should not be without.

Table of Contents

PART 1 Adult Learning 1. Introduction to Adult Learning 2. Exploring the World of Learning Theory 3. Andragogy: A Theory of Adult Learning 4. The Andragogical Process Model for Learning 5. Andragogy in Practice PART 2 The Backdrop of Learning and Teaching Theories 6. Theories of Learning 7. Theories of Teaching 8. Adult Learning Within Human Resource Development PART 3 Advancements in Adult Learning 9. New Perspectives on Andragogy 10. Beyond Andragogy 11. Diversity, Equity, Inclusion, and Belonging in Adult Education 12. Neuroscience and Andragogy 13. Andragogy and Adult Online Learning 14. Effective Computer-Based Instruction for Adults PART 4 International and Future Perspectives on Andragogy 15. European Perspectives on Adult Learning (Contributed by John A. Henschke and Mary Cooper) 16. Andragogy: International History, Meaning, Context, and Function (contributed by Jost Reischmann) 17. The Future of Andragogy Part 5 Tools and Resources for Implementing Andragogy 18. Andragogical Learner Analysis Using the Andragogy in Practice Framework 19. Andragogy in Practice Inventory (contributed by Reid A. Bates) 20. Guidelines for the Using Learning Contracts 21. Core Competency Diagnostic and Planning Guide 22. Personal Adult Learning Style Inventory

/