Statistics


Book Description

Statistics: Unlocking the Power of Data, 3rd Edition is designed for an introductory statistics course focusing on data analysis with real-world applications. Students use simulation methods to effectively collect, analyze, and interpret data to draw conclusions. Randomization and bootstrap interval methods introduce the fundamentals of statistical inference, bringing concepts to life through authentically relevant examples. More traditional methods like t-tests, chi-square tests, etc. are introduced after students have developed a strong intuitive understanding of inference through randomization methods. While any popular statistical software package may be used, the authors have created StatKey to perform simulations using data sets and examples from the text. A variety of videos, activities, and a modular chapter on probability are adaptable to many classroom formats and approaches.







Nonlinear System Identification


Book Description

Nonlinear System Identification: NARMAX Methods in the Time, Frequency, and Spatio-Temporal Domains describes a comprehensive framework for the identification and analysis of nonlinear dynamic systems in the time, frequency, and spatio-temporal domains. This book is written with an emphasis on making the algorithms accessible so that they can be applied and used in practice. Includes coverage of: The NARMAX (nonlinear autoregressive moving average with exogenous inputs) model The orthogonal least squares algorithm that allows models to be built term by term where the error reduction ratio reveals the percentage contribution of each model term Statistical and qualitative model validation methods that can be applied to any model class Generalised frequency response functions which provide significant insight into nonlinear behaviours A completely new class of filters that can move, split, spread, and focus energy The response spectrum map and the study of sub harmonic and severely nonlinear systems Algorithms that can track rapid time variation in both linear and nonlinear systems The important class of spatio-temporal systems that evolve over both space and time Many case study examples from modelling space weather, through identification of a model of the visual processing system of fruit flies, to tracking causality in EEG data are all included to demonstrate how easily the methods can be applied in practice and to show the insight that the algorithms reveal even for complex systems NARMAX algorithms provide a fundamentally different approach to nonlinear system identification and signal processing for nonlinear systems. NARMAX methods provide models that are transparent, which can easily be analysed, and which can be used to solve real problems. This book is intended for graduates, postgraduates and researchers in the sciences and engineering, and also for users from other fields who have collected data and who wish to identify models to help to understand the dynamics of their systems.




Project Management in Practice


Book Description

Project Management in Practice, 4th Edition focuses on the technical aspects of project management that are directly related to practice.




College Algebra


Book Description

College Algebra provides a comprehensive exploration of algebraic principles and meets scope and sequence requirements for a typical introductory algebra course. The modular approach and richness of content ensure that the book meets the needs of a variety of courses. College Algebra offers a wealth of examples with detailed, conceptual explanations, building a strong foundation in the material before asking students to apply what they've learned. Coverage and Scope In determining the concepts, skills, and topics to cover, we engaged dozens of highly experienced instructors with a range of student audiences. The resulting scope and sequence proceeds logically while allowing for a significant amount of flexibility in instruction. Chapters 1 and 2 provide both a review and foundation for study of Functions that begins in Chapter 3. The authors recognize that while some institutions may find this material a prerequisite, other institutions have told us that they have a cohort that need the prerequisite skills built into the course. Chapter 1: Prerequisites Chapter 2: Equations and Inequalities Chapters 3-6: The Algebraic Functions Chapter 3: Functions Chapter 4: Linear Functions Chapter 5: Polynomial and Rational Functions Chapter 6: Exponential and Logarithm Functions Chapters 7-9: Further Study in College Algebra Chapter 7: Systems of Equations and Inequalities Chapter 8: Analytic Geometry Chapter 9: Sequences, Probability and Counting Theory




Psychology Around Us


Book Description

This exciting new textbook for introductory psychology helps to open students’ minds to the idea that psychology is all around us. Authors RON COMER and LIZ GOULD encourage students to examine what they know about human behaviour and how they know it; and open them up to an appreciation of psychology outside of the classroom. Psychology Around Us helps students see the big picture by stressing the interconnected nature of psychological science. Almost every chapter within this first edition helps open students’ minds to comprehend the big picture with sections that highlight how the different fields of psychology are connected to each other and how they connect to everyday life. This text highlights human development, brain function, abnormal psychology, and the individual differences in each area as cut-across themes to demonstrate these connections. Also included are two-page art spreads to demonstrate exactly What Happens In The Brain When we engage in everyday activities such as eat pizza, study psychology, or listen to music. The art featured in these spreads have been created especially for Psychology Around Us by an award-winning artist with input from faculty on how it will contribute to teaching and learning. Features: Cut Across Connections - Almost every chapter helps students comprehend the big picture with sections that highlight how the different fields of psychology are connected to each other and how they connect to everyday life. What Happens in the Brain When…These two-page art spreads demonstrate exactly what happens in the brain when we engage in everyday activities such as eating pizza, studying psychology, or listening to music. Chapter Opening Vignettes - Every chapter begins with a vignette that shows the power of psychology in understanding a whole range of human behaviour. This theme is reinforced throughout the chapter, celebrating the extraordinary processes that make the everyday possible. Special topics on psychology around us - Each chapter highlights interesting news stories, current controversies in psychology, and relevant research findings that demonstrate psychology around us. The Practically Speaking box emphasizes the practical application of everyday psychology. Helpful study tools - Key Terms; Marginal Definitions; Marginal Notes; Chapter Summaries.




Introduction to Statistical Investigations


Book Description

Introduction to Statistical Investigations leads students to learn about the process of conducting statistical investigations from data collection, to exploring data, to statistical inference, to drawing appropriate conclusions. The text is designed for a one-semester introductory statistics course. It focuses on genuine research studies, active learning, and effective use of technology. Simulations and randomization tests introduce statistical inference, yielding a strong conceptual foundation that bridges students to theory-based inference approaches. Repetition allows students to see the logic and scope of inference. This implementation follows the GAISE recommendations endorsed by the American Statistical Association.




Project Management


Book Description

Projects continue to grow larger, increasingly strategic, and more complex, with greater collaboration, instant feedback, specialization, and an ever-expanding list of stakeholders. Now more than ever, effective project management is critical for the success of any deliverable, and the demand for qualified Project Managers has leapt into nearly all sectors. Project Management provides a robust grounding in essentials of the field using a managerial approach to both fundamental concepts and real-world practice. Designed for business students, this text follows the project life cycle from beginning to end to demonstrate what successful project management looks like on the ground. Expert discussion details specific techniques and applications, while guiding students through the diverse skill set required to select, initiate, execute, and evaluate today's projects. Insightful coverage of change management provides clear guidance on handling the organizational, interpersonal, economic, and technical glitches that can derail any project, while in-depth cases and real-world examples illustrate essential concepts in action.