New Publication! Based on years of experience and prior publications, the NEW two-volume book, STEM RESEARCH for STUDENTS, is a vital resource for K-12 teachers, higher education faculty, and their students. In Volume Two, students build upon a strong foundation to create original STEM projects: Brainstorm ideas for projects; Analyze and address the safety risks involved in a project; Use the library and Web to expand understanding and develop a valid idea; Conduct a group mini-project which involves readily-available materials in the classroom, on a field site, or at a community location. Use algebra to represent patterns and develop mathematical models; Use statistics to detect the significance of relationships; and Communicate project findings through formal papers, visual presentations, and interactions with peers or judges. STEM Research for Students, Volume 2 is: Student friendly! Each chapter is carefully sequenced and contains a variety of formative assessment tools. Key definitions are included in an appendix. Essential foundational knowledge from Volume 1 is clearly referenced. STEM encompassing! Students have multiple opportunities to make connections by applying information from the various chapters to original projects. Teacher enhanced! Each chapter contains learning objectives and assessment tools checklists or rubrics. Answers to the practice sets are available on a secure Kendall Hunt web site. Standards aligned! All chapters are aligned with the Next Generation Science Standards, Common Core Standards for Mathematics and Literacy in Science and Technical Subjects, and the International Standards for Technology in Education Standards for Students. Available in print and e-Book formats, STEM Research for Students, Volume 2, may be used: As a supplemental text in middle school, high school, and introductory college courses; As core text for research classes and STEM clubs where students are ready to engage in group or individual projects: For pre-service and in-service teachers of science, mathematics, career and technical courses, and gifted students; As a resource for all teachers involved with experiments, engineering designs, mathematical investigations, and competitive STEM projects. The companion volume, STEM Research for Students, Volume 1, is a resource for students to acquire or strengthen the foundational knowledge necessary to engage in an original project.

New Publication! Based on years of experience and prior publications, the NEW two-volume book, STEM RESEARCH for STUDENTS, is a vital resource for K-12 teachers, higher education faculty, and their students. In Volume One, students acquire the fundamentals and apply them to their investigations: Conduct experiments and refine the design and procedures; Construct data tables and graphs, use descriptive statistics, and make sense of an experiment; Meet a human need by designing, building, and testing a model; Communicate findings through reports and interactions with peers; Apply mathematical concepts to data including ratio and proportional relationships, geometry and measurement, algebra, and statistics. STEM Research for Students, Volume 1, is: Student friendly! Chapters contain investigations with readily available materials, explanations of major concepts, practice sets, and formative assessment tools. Use as a sequence or as individual units of study for specific content. STEM encompassing! For each core experiment, students have multiple options for making connections to various scientific disciplines, engineering, and mathematics. Teacher enhanced! Each chapter contains learning objectives and assessment tools checklists or rubrics. Answers to the practice sets are available on a secure Kendall Hunt web site. Standards aligned! All chapters are aligned with the Next Generation Science Standards, Common Core Standards for Mathematics and Literacy in Science and Technical Subjects, and the International Standards for Technology in Education Standards for Students. Available in print and e-Book formats, STEM Research for Students, Volume 1, may be used: As a supplemental text in upper elementary, middle, and senior high classrooms; As a core text for introductory research courses and STEM research clubs; For pre-service and in-service teachers of science, mathematics, career and technical courses, and gifted students; As a resource for all teachers involved with experiments, engineering designs, mathematical investigations, and competitive STEM projects. The companion volume, STEM Research for Students, Volume 2 enables students to build upon this strong foundation and create effective science experiments, engineering designs, and mathematical investigations.

Linearity plays a critical role in the study of elementary differential equations; linear differential equations, especially systems thereof, demonstrate a fundamental application of linear algebra. In Differential Equations with Linear Algebra, we explore this interplay between linear algebra and differential equations and examine introductory and important ideas in each, usually through the lens of important problems that involve differential equations. Written at a sophomore level, the text is accessible to students who have completed multivariable calculus. With a systems-first approach, the book is appropriate for courses for majors in mathematics, science, and engineering that study systems of differential equations.
Because of its emphasis on linearity, the text opens with a full chapter devoted to essential ideas in linear algebra. Motivated by future problems in systems of differential equations, the chapter on linear algebra introduces such key ideas as systems of algebraic equations, linear combinations, the eigenvalue problem, and bases and dimension of vector spaces. This chapter enables students to quickly learn enough linear algebra to appreciate the structure of solutions to linear differential equations and systems thereof in subsequent study and to apply these ideas regularly.
The book offers an example-driven approach, beginning each chapter with one or two motivating problems that are applied in nature. The following chapter develops the mathematics necessary to solve these problems and explores related topics further. Even in more theoretical developments, we use an example-first style to build intuition and understanding before stating or proving general results. Over 100 figures provide visual demonstration of key ideas; the use of the computer algebra system Maple and Microsoft Excel are presented in detail throughout to provide further perspective and support students' use of technology in solving problems. Each chapter closes with several substantial projects for further study, many of which are based in applications.
Errata sheet available at: www.oup.com/us/companion.websites/9780195385861/pdf/errata.pdf

Developed for the new International A Level specification, these new resources are specifically designed for international students, with a strong focus on progression, recognition and transferable skills, allowing learning in a local context to a global standard. Recognised by universities worldwide and fully comparable to UK reformed GCE A levels. Supports a modular approach, in line with the specification. Appropriate international content puts learning in a real-world context, to a global standard, making it engaging and relevant for all learners. Reviewed by a language specialist to ensure materials are written in a clear and accessible style. The embedded transferable skills, needed for progression to higher education and employment, are signposted so students understand what skills they are developing and therefore go on to use these skills more effectively in the future. Exam practice provides opportunities to assess understanding and progress, so students can make the best progress they can.

Developed for the new International A Level specification, these new resources are specifically designed for international students, with a strong focus on progression, recognition and transferable skills, allowing learning in a local context to a global standard. Recognised by universities worldwide and fully comparable to UK reformed GCE A levels. Supports a modular approach, in line with the specification. Appropriate international content puts learning in a real-world context, to a global standard, making it engaging and relevant for all learners. Reviewed by a language specialist to ensure materials are written in a clear and accessible style. The embedded transferable skills, needed for progression to higher education and employment, are signposted so students understand what skills they are developing and therefore go on to use these skills more effectively in the future. Exam practice provides opportunities to assess understanding and progress, so students can make the best progress they can.

This book focuses on broadly defined areas of chemical information science- with special emphasis on chemical informatics- and computer-aided molecular design. The computational and cheminformatics methods discussed, and their application to drug discovery, are essential for sustaining a viable drug development pipeline. It is increasingly challenging to identify new chemical entities and the amount of money and time invested in research to develop a new drug has greatly increased over the past 50 years. The average time to take a drug from clinical testing to approval is currently 7.2 years. Therefore, the need to develop predictive computational techniques to drive research more efficiently to identify compounds and molecules, which have the greatest likelihood of being developed into successful drugs for a target, is of great significance. New methods such as high throughput screening (HTS) and techniques for the computational analysis of hits have contributed to improvements in drug discovery efficiency. The SARMs developed by Jurgen and colleagues have enabled display of SAR data in a more transparent scaffold/functional SAR table. There are many tools and databases available for use in applied drug discovery techniques based on polypharmacology. The cheminformatics approaches and methodologies presented in this volume and at the Skolnik Award Symposium will pave the way for improved efficiency in drug discovery. The lectures and the chapters also reflect the various aspects of scientific enquiry and research interests of the 2015 Herman Skolnik award recipient.

Developed for the new International A Level specification, these new resources are specifically designed for international students, with a strong focus on progression, recognition and transferable skills, allowing learning in a local context to a global standard. Recognised by universities worldwide and fully comparable to UK reformed GCE A levels. Supports a modular approach, in line with the specification. Appropriate international content puts learning in a real-world context, to a global standard, making it engaging and relevant for all learners. Reviewed by a language specialist to ensure materials are written in a clear and accessible style. The embedded transferable skills, needed for progression to higher education and employment, are signposted so students understand what skills they are developing and therefore go on to use these skills more effectively in the future. Exam practice provides opportunities to assess understanding and progress, so students can make the best progress they can.

The chapters in this monograph are contributions from the Advances in Quantum Monte Carlo symposium held at Pacifichem 2010, International Chemical Congress of Pacific Basin Societies. The symposium was dedicated to celebrate the career of James B. Anderson, a notable researcher in the field. Quantum Monte Carlo provides an ab initio solution to the Schroedinger equation by performing a random walk through configuration space in imaginary time. Benchmark calculations suggest that its most commonly-used variant, "fixed-node" diffusion Monte Carlo, estimates energies with an accuracy comparable to that of high-level coupled-cluster calculations. These two methods, each having advantages and disadvantages, are complementary "gold-standards" of quantum chemistry. There are challenges facing researchers in the field, several of which are addressed in the chapters in this monograph. These include improving the accuracy and precision of quantum Monte Carlo calculations; understanding the exchange nodes and utilizing the simulated electron distribution; extending the method to large and/or experimentally-challenging systems; and developing hybrid molecular mechanics/dynamics and Monte Carlo algorithms.

From SAT scores to job search methods, statistics influences and shapes the world around us. Marty Triola's text continues to be the bestseller because it helps students understand the relationship between statistics and the world, bringing life to the theory and methods. Essentials of Statistics (a briefer version of Elementary Statistics-see below for the full series) raises the bar with every edition by incorporating an unprecedented amount of real and interesting data that will help instructors connect with students today, and help them connect statistics to their daily lives. The Fifth Edition contains more than 1,585 exercises, 89% of which use real data and 86% of which are new. Hundreds of examples are included, 92% of which use real data and 85% of which are new. This program provides a better teaching and learning experience-for you and your students. Here's how: Personalized learning with MyStatLab (TM): the accompanying MyStatLab online course provides users with countless opportunities to practice, plus statistics specific resources and tools that enhance their experience and comprehension. Real data is prevalent throughout the text, showing that statistics is a study grounded in real life. Thoughtful features-such as the flexible organization, Flowcharts for complex procedures, and From Data to Decision capstone problems-make this text a useful learning companion for the course. See the "Features" section for more details. Essential technology resources are included to help students focus on the concepts, not just learning keystrokes. Essentials of Statistics is part of a series that also includes Elementary Statistics Twelfth Edition, Elementary Statistics Using the TI-83/84 Plus Graphing Calculator Fourth Edition, and Elementary Statistics Using Excel Fifth Edition. Data sets and other resources for this series are available at our website. Please note that the product you are purchasing does not include MyStatLab. MyStatLab Join over 11 million students benefiting from Pearson MyLabs. This title can be supported by MyStatLab, an online homework and tutorial system designed to test and build your understanding. Would you like to use the power of MyStatLab to accelerate your learning? You need both an access card and a course ID to access MyStatLab. These are the steps you need to take: 1. Make sure that your lecturer is already using the system Ask your lecturer before purchasing a MyLab product as you will need a course ID from them before you can gain access to the system. 2. Check whether an access card has been included with the book at a reduced cost If it has, it will be on the inside back cover of the book. 3. If you have a course ID but no access code, you can benefit from MyStatLab at a reduced price by purchasing a pack containing a copy of the book and an access code fo

Developed for the new International A Level specification, these new resources are specifically designed for international students, with a strong focus on progression, recognition and transferable skills, allowing learning in a local context to a global standard. Recognised by universities worldwide and fully comparable to UK reformed GCE A levels. Supports a modular approach, in line with the specification. Appropriate international content puts learning in a real-world context, to a global standard, making it engaging and relevant for all learners. Reviewed by a language specialist to ensure materials are written in a clear and accessible style. The embedded transferable skills, needed for progression to higher education and employment, are signposted so students understand what skills they are developing and therefore go on to use these skills more effectively in the future. Exam practice provides opportunities to assess understanding and progress, so students can make the best progress they can.

Developed for the new International A Level specification, these new resources are specifically designed for international students, with a strong focus on progression, recognition and transferable skills, allowing learning in a local context to a global standard. Recognised by universities worldwide and fully comparable to UK reformed GCE A levels. Supports a modular approach, in line with the specification. Appropriate international content puts learning in a real-world context, to a global standard, making it engaging and relevant for all learners. Reviewed by a language specialist to ensure materials are written in a clear and accessible style. The embedded transferable skills, needed for progression to higher education and employment, are signposted so students understand what skills they are developing and therefore go on to use these skills more effectively in the future. Exam practice provides opportunities to assess understanding and progress, so students can make the best progress they can.

Developed for the new International A Level specification, these new resources are specifically designed for international students, with a strong focus on progression, recognition and transferable skills, allowing learning in a local context to a global standard. Recognised by universities worldwide and fully comparable to UK reformed GCE A levels. Supports a modular approach, in line with the specification. Appropriate international content puts learning in a real-world context, to a global standard, making it engaging and relevant for all learners. Reviewed by a language specialist to ensure materials are written in a clear and accessible style. The embedded transferable skills, needed for progression to higher education and employment, are signposted so students understand what skills they are developing and therefore go on to use these skills more effectively in the future. Exam practice provides opportunities to assess understanding and progress, so students can make the best progress they can.

The UK's most trusted A level Mathematics resources With over 900,000 copies sold (plus 1.3 million copies sold of the previous edition), Pearson's own resources for Pearson Edexcel are the market-leading and most trusted for AS and A level Mathematics This book can be used alongside the Year 1 book to cover all the content needed for the Edexcel A level Statistics and Mechanics exam Enhanced focus on problem-solving and modelling, as well as supporting the large data set and calculators Packed with worked examples with guidance, lots of exam-style questions, practice papers, and plenty of mixed and review exercises Full worked solutions to every question available free and online for quick and easy access. Plus free additional online content with GeoGebra interactives and Casio calculator tutorials Practice books also available offering the most comprehensive and flexible AS/A level Maths practice with over 2000 extra questions Includes access to an online digital edition (valid for 3 years once activated Pearson Edexcel A level Mathematics Statistics & Mechanics Year 2 Textbook + e-book matches the Pearson Edexcel exam structure and is fully integrated with Pearson Edexcel's interactive scheme of work. All of the books in this series focus on problem-solving and modelling, as well as supporting the large data set and calculators. They are packed with worked examples with guidance, lots of exam-style questions, practice papers, and plenty of mixed and review exercises. There are full worked solutions to every question available free and online for quick and easy access. You will also have access to lots of free additional online content with GeoGebra interactives and Casio calculator tutorials. There are separate Pure and Applied textbooks for AS and A level Maths, and a textbook per option for AS and A level Further Maths. Practice books are also available offering the most comprehensive and flexible AS/A level Maths practice with over 2000 extra questions. Pearson's revision resources are the smart choice for those revising for Pearson Edexcel AS and A level Mathematics - there is a Revision Workbook for exam practice and a Revision Guide for classroom and independent study. Practice Papers Plus+ books contain additional full length practice papers, so you can practice answering questions by writing straight into the book and perfect your responses with targeted hints, guidance and support for every question, including fully worked solutions.

Learn everything you need to know about Calculus and practice your reasoning and practical skills with a high-end textbook suitable for a wide range of course levels. Calculus: A Complete Course, 10th Edition by Robert Adams and Christopher Essex is the ultimate guide written by two leading authors in the field that continues to build its solid core following the successful pattern of its previous editions. With its reader-friendly language, the textbook holds a reputation for excellent accuracy and mathematical rigour, offering you study material suitable to cover a standard semester course, as well as high-end content that will help you further explore some of the unique topics and approaches in the landscape of Mathematics. Adding important, but overlooked topics while clarifying old ones, this edition will help you develop and practice your reasoning skills and apply techniques you have learned to concrete situations. Some of the topics this edition explores include: Sufficient conditions for maxima and minima in higher dimensions: this is the only mainstream textbook that covers the topic sufficiently. The fuzzy topic of metrics: the text explores and addresses any issues and questions, leading to new gateway topics, including spherical geometry (as in navigation) and special relativity, which emerge rather effortlessly once the metric concept is in place properly. Computers and mathematics through Maple and now Python: there is no other Calculus book that deals better with the topic while treating unique but important applications from information theory to Levy distributions. With a wide variety of exercises and useful features to support your learning, this unique edition continues to aspire to the definition of its subtitle of "A Complete Course." Also available with MyLab (R) Math MyLab is the teaching and learning platform that empowers you to reach every student. By combining trusted author content with digital tools and a flexible platform, MyLabMath personalises the learning experience and improves results for each student. If you would like to purchase both the physical text and MyLab (R) Math, search for: 9780135732595 Calculus: A Complete Course, 10th Edition plus MyLab Math with Pearson eText -- Access Card Package Package consists of: 9780135732588 Calculus: A Complete Course, 10th Edition 9780135732526 Calculus: A Complete Course, 10th Edition MyLab (R) Math -- Standalone Access Card MyLab (R) Math is not included. Students, if MyLab is a recommended/mandatory component of the course, please ask your instructor for the correct ISBN. MyLab should only be purchased when required by an instructor. Instructors, contact your Pearson representative for more information.

This series contains the most focused resources for the 'mainstream' modules of the AS and A-Level courses. Providing thorough exam preparation through detailed worked examples, practise questions and further practise on the CD-ROM, these are the most supportive, AQA revision resources available. Checked by examiners, students can have complete confidence in covering all the topics for their specification Maximises students' marks by honing their exam technique with examiner tips, a sample module paper and step-by-step solutions on CD-ROM Includes theory and strategies for answering each type of question with progressive questions and Powerpoint model answers to strengthen understanding and application. A perfect match to each module of AQA

Edexcel and A Level Modular Mathematics M2 features: Student-friendly worked examples and solutions, leading up to a wealth of practice questions. Sample exam papers for thorough exam preparation. Regular review sections consolidate learning. Opportunities for stretch and challenge presented throughout the course. 'Escalator section' to step up from GCSE. PLUS Free LiveText CD-ROM, containing Solutionbank and Exam Cafe to support, motivate and inspire students to reach their potential for exam success. Solutionbank contains fully worked solutions with hints and tips for every question in the Student Books. Exam Cafe includes a revision planner and checklist as well as a fully worked examination-style paper with examiner commentary.

This book introduces the fundamentals of financial mathematics. It begins with a discussion of simple and compound interest and then establishes the important concepts of effective and equivalent effective interest rates. Subsequent chapters discuss the applications of annuities to practical problems regarding the saving of money and repayment of loans. The notion of using net present value and internal rate of return to distinguish between two different investment opportunities is presented. The concluding chapters of the book take a brief look at the use of differential and integral calculus in financial mathematics. Each chapter includes numerous worked examples that are solved with the aid of a financial calculator where applicable.

Developed for the new International A Level specification, these new resources are specifically designed for international students, with a strong focus on progression, recognition and transferable skills, allowing learning in a local context to a global standard. Recognised by universities worldwide and fully comparable to UK reformed GCE A levels. Supports a modular approach, in line with the specification. Appropriate international content puts learning in a real-world context, to a global standard, making it engaging and relevant for all learners. Reviewed by a language specialist to ensure materials are written in a clear and accessible style. The embedded transferable skills, needed for progression to higher education and employment, are signposted so students understand what skills they are developing and therefore go on to use these skills more effectively in the future. Exam practice provides opportunities to assess understanding and progress, so students can make the best progress they can.

In business it is often necessary to apply a mathematical framework in order to solve everyday problems. This text takes a problem- and context-driven approach with the mathematics introduced only on a need-to-know basis. Care is taken not to overwhelm the student with mathematical techniques but to relate these techniques to specific business areas. The only exception to this form of presentation will be in the first two chapters where the elementary basics of arithmetic and algebra are displayed - albeit here, within financial and commercial contexts as well.