Regression Analysis by Example, 5th Edition
Regression analysis is a conceptually simple method for investigating relationships among variables. Carrying out a successful application of regression analysis, however, requires a balance of theoretical results, empirical rules, and subjective judgment. Regression Analysis by Example, Fifth Edition has been expanded and thoroughly updated to reflect recent advances in the field. The emphasis continues to be on exploratory data analysis rather than statistical theory. The book offers in-depth treatment of regression diagnostics, transformation, multicollinearity, logistic regression, and robust regression. The book now includes a new chapter on the detection and correction of multicollinearity, while also showcasing the use of the discussed methods on newly added data sets from the fields of engineering, medicine, and business. ...
Regression analysis is a conceptually simple method for investigating relationships among variables. Carrying out a successful application of regression analysis, however, requires a balance of theoretical results, empirical rules, and subjective judgment. Regression Analysis by Example, Fifth Edition has been expanded and thoroughly updated to reflect recent advances in the field. The emphasis continues to be on exploratory data analysis rather than statistical theory. The book offers in-depth treatment of regression diagnostics, transformation, multicollinearity, logistic regression, and robust regression. The book now includes a new chapter on the detection and correction of multicollinearity, while also showcasing the use of the discussed methods on newly added data sets from the fields of engineering, medicine, and business. ...
Advanced Excel Reporting for Management Accountants
The advanced tools accountants need to build automated, reliable, and scalable reports using Excel. Learn about the functions that work together to automate many of the processes involved in Management Reporting. See how to take advantage of the many new features of Excel 2007 and 2010. Find out how to build validation structures into your spreadsheet reports. Discover how to identify missing or new codes, either in the creation process or in the day-to-day running of the reports. Do it all with Advanced Excel Reporting for Management Accountants. Written in a hands-on style that works towards the completion of two reporting case studies, Advanced Excel Reporting for Management Accountants explains and demonstrates techniques so that Management Accountants can learn how to automate many aspects of the reporting process. ...
The advanced tools accountants need to build automated, reliable, and scalable reports using Excel. Learn about the functions that work together to automate many of the processes involved in Management Reporting. See how to take advantage of the many new features of Excel 2007 and 2010. Find out how to build validation structures into your spreadsheet reports. Discover how to identify missing or new codes, either in the creation process or in the day-to-day running of the reports. Do it all with Advanced Excel Reporting for Management Accountants. Written in a hands-on style that works towards the completion of two reporting case studies, Advanced Excel Reporting for Management Accountants explains and demonstrates techniques so that Management Accountants can learn how to automate many aspects of the reporting process. ...
Implementing Enterprise Risk Management
Implementing Enterprise Risk Management is a practical guide to establishing an effective ERM system by applying best practices at a granular level. Case studies of leading organizations including Mars, Statoil, LEGO, British Columbia Lottery Corporation, and Astro illustrate the real-world implementation of ERM on a macro level, while also addressing how ERM informs the response to specific incidents. Readers will learn how top companies are effectively constructing ERM systems to positively drive financial growth and manage operational and outside risk factors. By addressing the challenges of adopting ERM in large organizations with different functioning silos and well-established processes, this guide provides expert insight into fitting the new framework into cultures resistant to change. Enterprise risk management covers accidental losses as well as financial, strategic, operational, and other risks. Recent economic and financial market volatility has fueled a heightened intere ...
Implementing Enterprise Risk Management is a practical guide to establishing an effective ERM system by applying best practices at a granular level. Case studies of leading organizations including Mars, Statoil, LEGO, British Columbia Lottery Corporation, and Astro illustrate the real-world implementation of ERM on a macro level, while also addressing how ERM informs the response to specific incidents. Readers will learn how top companies are effectively constructing ERM systems to positively drive financial growth and manage operational and outside risk factors. By addressing the challenges of adopting ERM in large organizations with different functioning silos and well-established processes, this guide provides expert insight into fitting the new framework into cultures resistant to change. Enterprise risk management covers accidental losses as well as financial, strategic, operational, and other risks. Recent economic and financial market volatility has fueled a heightened intere ...
Visual Design Solutions
No matter what medium you use to deliver content, if the visual design fails, the experience falls flat. Meaningful graphics and a compelling visual design supercharge instruction, training, and presentations, but this isn't easy to accomplish. Now you can conquer your design fears and knowledge gaps with Visual Design Solutions: a resource for learning professionals seeking to raise the bar on their graphics and visual design skills. This informal and friendly book guides you through the process and principles used by professional graphic designers. It also presents creative solutions and examples that you can start using right away. Anyone who envisions, designs, or creates instructional or informational graphics will benefit from the design strategies laid out in this comprehensive resource. Written by Connie Malamed, an art educator and instructional designer, this book will help you tap into your creativity, design with intention, and produce polished work. Whereas most graphic ...
No matter what medium you use to deliver content, if the visual design fails, the experience falls flat. Meaningful graphics and a compelling visual design supercharge instruction, training, and presentations, but this isn't easy to accomplish. Now you can conquer your design fears and knowledge gaps with Visual Design Solutions: a resource for learning professionals seeking to raise the bar on their graphics and visual design skills. This informal and friendly book guides you through the process and principles used by professional graphic designers. It also presents creative solutions and examples that you can start using right away. Anyone who envisions, designs, or creates instructional or informational graphics will benefit from the design strategies laid out in this comprehensive resource. Written by Connie Malamed, an art educator and instructional designer, this book will help you tap into your creativity, design with intention, and produce polished work. Whereas most graphic ...
The Project Manager's Guide to Mastering Agile
The Project Management Profession is beginning to go through rapid and profound transformation due to the widespread adoption of agile methodologies. Those changes are likely to dramatically change the role of project managers in many environments as we have known them and raise the bar for the entire project management profession; however, we are in the early stages of that transformation and there is a lot of confusion about the impact it has on project managers. It's no wonder that many Project Managers might be confused by all of this! This book will help project managers unravel a lot of the confusion that exists; develop a totally new perspective to see Agile and traditional plan-driven project management principles and practices in a new light as complementary to each other rather than competitive; and learn to develop an adaptive approach to blend those principles and practices together in the right proportions to fit any situation. ...
The Project Management Profession is beginning to go through rapid and profound transformation due to the widespread adoption of agile methodologies. Those changes are likely to dramatically change the role of project managers in many environments as we have known them and raise the bar for the entire project management profession; however, we are in the early stages of that transformation and there is a lot of confusion about the impact it has on project managers. It's no wonder that many Project Managers might be confused by all of this! This book will help project managers unravel a lot of the confusion that exists; develop a totally new perspective to see Agile and traditional plan-driven project management principles and practices in a new light as complementary to each other rather than competitive; and learn to develop an adaptive approach to blend those principles and practices together in the right proportions to fit any situation. ...
Project Management Leadership, 2nd Edition
Project Management Leadership is a comprehensive guide to the human factors involved in Project Management, in particular the leadership skills required to ensure successful implementation of current best practice. It provides the latest insights on team building, motivation, collaboration, and networking skills, and the way these can be harnessed to manage a successful project. Exercises and worked examples are provided throughout alongside a fully revised instructor manual. ...
Project Management Leadership is a comprehensive guide to the human factors involved in Project Management, in particular the leadership skills required to ensure successful implementation of current best practice. It provides the latest insights on team building, motivation, collaboration, and networking skills, and the way these can be harnessed to manage a successful project. Exercises and worked examples are provided throughout alongside a fully revised instructor manual. ...
Machine Learning in Python
Machine Learning in Python shows you how to successfully analyze data using only two core machine learning algorithms, and how to apply them using Python. By focusing on two algorithm families that effectively predict outcomes, this book is able to provide full descriptions of the mechanisms at work, and the examples that illustrate the machinery with specific, hackable code. The algorithms are explained in simple terms with no complex math and applied using Python, with guidance on algorithm selection, data preparation, and using the trained models in practice. You will learn a core set of Python programming techniques, various methods of building predictive models, and how to measure the performance of each model to ensure that the right one is used. The chapters on penalized linear regression and ensemble methods dive deep into each of the algorithms, and you can use the sample code in the book to develop your own data analysis solutions. Machine learning algorithms are at the co ...
Machine Learning in Python shows you how to successfully analyze data using only two core machine learning algorithms, and how to apply them using Python. By focusing on two algorithm families that effectively predict outcomes, this book is able to provide full descriptions of the mechanisms at work, and the examples that illustrate the machinery with specific, hackable code. The algorithms are explained in simple terms with no complex math and applied using Python, with guidance on algorithm selection, data preparation, and using the trained models in practice. You will learn a core set of Python programming techniques, various methods of building predictive models, and how to measure the performance of each model to ensure that the right one is used. The chapters on penalized linear regression and ensemble methods dive deep into each of the algorithms, and you can use the sample code in the book to develop your own data analysis solutions. Machine learning algorithms are at the co ...
Linux Command Line and Shell Scripting Bible, 3rd Edition
Linux Command Line and Shell Scripting Bible is your essential Linux guide. With detailed instruction and abundant examples, this book teaches you how to bypass the graphical interface and communicate directly with your computer, saving time and expanding capability. This third edition incorporates thirty pages of new functional examples that are fully updated to align with the latest Linux features. Beginning with command line fundamentals, the book moves into shell scripting and shows you the practical application of commands in automating frequently performed functions. This guide includes useful tutorials, and a desk reference value of numerous examples. The Linux command line allows you to type specific shell commands directly into the system to manipulate files and query system resources. Command line statements can be combined into short programs called shell scripts, a practice increasing in popularity due to its usefulness in automation. This book is a complete guide provid ...
Linux Command Line and Shell Scripting Bible is your essential Linux guide. With detailed instruction and abundant examples, this book teaches you how to bypass the graphical interface and communicate directly with your computer, saving time and expanding capability. This third edition incorporates thirty pages of new functional examples that are fully updated to align with the latest Linux features. Beginning with command line fundamentals, the book moves into shell scripting and shows you the practical application of commands in automating frequently performed functions. This guide includes useful tutorials, and a desk reference value of numerous examples. The Linux command line allows you to type specific shell commands directly into the system to manipulate files and query system resources. Command line statements can be combined into short programs called shell scripts, a practice increasing in popularity due to its usefulness in automation. This book is a complete guide provid ...
Search Engine Optimization For Dummies, 5th Edition
Increase your online ranking with this beginner guide to SEO! Search engine optimization (SEO) is an integral part of getting a site to rank high in the various search engines in order to attract potential customers. With this new edition of a bestseller, you?ll learn the ins and outs and best practices of successful SEO in order to make your website content more search-engine friendly so that it ranks higher among search engines and draws high-volume traffic. Search Engine Optimization For Dummies, 5th Edition is the fun and friendly place to start learning how to move your site to the top of the rankings. ...
Increase your online ranking with this beginner guide to SEO! Search engine optimization (SEO) is an integral part of getting a site to rank high in the various search engines in order to attract potential customers. With this new edition of a bestseller, you?ll learn the ins and outs and best practices of successful SEO in order to make your website content more search-engine friendly so that it ranks higher among search engines and draws high-volume traffic. Search Engine Optimization For Dummies, 5th Edition is the fun and friendly place to start learning how to move your site to the top of the rankings. ...
Facebook Marketing For Dummies, 5th Edition
This new edition of Facebook Marketing For Dummies arms novice to expert marketers with everything they need to plan, refine, execute, and maintain a successful Facebook marketing campaign. Fully updated to cover the latest tools and techniques of Facebook marketing, you'll find hands-on guidance to create and administer your Page Timeline, understand the psychology of the Facebook user, build your fan base, utilize events, contests, and polls to promote your Page, increase your brand awareness, integrate your Facebook marketing campaign with other marketing strategies, and monitor, measure, and adjust your Facebook marketing campaigns. Written by a leading expert on helping others use Facebook and other social media tools to promote and enhance their brands, this practical guide gets you up and running on Facebook marketing—fast. In plain English, it walks you through all the latest features, including new designs for the News Feed, Timeline, and Pages, as well as major changes t ...
This new edition of Facebook Marketing For Dummies arms novice to expert marketers with everything they need to plan, refine, execute, and maintain a successful Facebook marketing campaign. Fully updated to cover the latest tools and techniques of Facebook marketing, you'll find hands-on guidance to create and administer your Page Timeline, understand the psychology of the Facebook user, build your fan base, utilize events, contests, and polls to promote your Page, increase your brand awareness, integrate your Facebook marketing campaign with other marketing strategies, and monitor, measure, and adjust your Facebook marketing campaigns. Written by a leading expert on helping others use Facebook and other social media tools to promote and enhance their brands, this practical guide gets you up and running on Facebook marketing—fast. In plain English, it walks you through all the latest features, including new designs for the News Feed, Timeline, and Pages, as well as major changes t ...