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Business Analytics Forecasting With Seasonal Baseline Smoothing
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Book Synopsis Business Analysis with Microsoft Excel by : Conrad George Carlberg
Download or read book Business Analysis with Microsoft Excel written by Conrad George Carlberg and published by Que Publishing. This book was released on 2002 with total page 510 pages. Available in PDF, EPUB and Kindle. Book excerpt: Take control of the bottom line using expert techniques and Excel's powerful financial capabilities! Whether you own a small business or work for a large corporation; whether you are looking for help making financial and business decisions -- this book is for you. Business Analysis with Microsoft Excel, Second Editionprovides in-depth information that will maximize your use of the tools within Excel. Professional advice and guidance from an experienced author provide the answers to your most pressing questions.
Book Synopsis Business Analysis with Microsoft Excel by : Conrad Carlberg
Download or read book Business Analysis with Microsoft Excel written by Conrad Carlberg and published by Que Publishing. This book was released on 2018-12-17 with total page 901 pages. Available in PDF, EPUB and Kindle. Book excerpt: Gain Deeper Insights, Make Smarter Decisions, and Earn More Profits It’s time to put the full power of Excel quantitative analysis behind your management decisions! Business analysis expert Conrad Carlberg shows you how to use Excel to perform core financial tasks all managers and entrepreneurs need to master: analyzing statements, planning and controlling company finances, making investment decisions, and managing sales and marketing. Carlberg helps you make the most of Excel’s tools and features in everything from business case development to cash flow analysis. Becoming an Excel expert has never been easier. You’ll find crystal-clear instructions, real-world examples, insider insights, step-by-step projects, and much more. It’s all complemented by extensive web-based resources, from sample journals and ledgers to business forecasting tools. · Get more insight from income statements and balance sheets · Manage current assets and value inventories · Summarize transactions from journal to balance sheet · Analyze working capital, cash flow, statements, and ratios · Optimize budgeting and planning cycles · Make more accurate and useful forecasts and projections · Measure product or service quality · Plan investments, set decision criteria, and perform sensitivity analyses · Analyze profits, pricing, costs, contributions, and margins · Make better decisions in uncertain conditions · Understand and maximize the value of fixed assets · Efficiently import and export business data · Use Excel and Power BI to analyze data from QuickBooks or other sources
Book Synopsis Business Analysis by : Conrad Carlberg
Download or read book Business Analysis written by Conrad Carlberg and published by Pearson Education. This book was released on 2010-06-09 with total page 752 pages. Available in PDF, EPUB and Kindle. Book excerpt: ANSWER KEY BUSINESS QUESTIONS CONTROL COMPANY FINANCES FORECAST SALES PREPARE BUSINESS CASES MAKE BETTER INVESTMENT DECISIONS IMPROVE QUALITY USE EXCEL 2010 TO GAIN DEEPER INSIGHTS, MAKE SMARTER DECISIONS, AND EARN MORE PROFITS Using real-world examples, Carlberg helps you put Excel’s features and functions to work and get the power of quantitative analysis behind your management decisions. Excel expert Conrad Carlberg shows how to use Excel 2010 to perform the core financial tasks every manager and entrepreneur must master: analyzing statements, planning and controlling company finances, making investment decisions, and managing sales and marketing. Using real-world examples, Carlberg helps you get the absolute most out of Excel 2010’s newest features and functions. Along the way, you’ll discover the fastest, best ways to handle essential tasks ranging from importing business data to analyzing profitability ratios. Becoming an Excel expert has never been easier! You’ll find crystal-clear instructions, insider insights, complete step-by-step projects, and more. It’s all complemented by an extraordinary set of web-based resources, from sample journals and ledgers to business forecasting tools. • Use Excel analysis tools to solve problems throughout the business • Build and work with income statements and balance sheets • Value inventories and current assets, and summarize transactions • Calculate working capital and analyze cash flows • Move from pro formas to operating budgets that help guide your management decisions • Prepare business cases incorporating everything from discount rates to margin and contribution analysis About MrExcel Library: Every book in the MrExcel Library pinpoints a specific set of crucial Excel skills, and presents focused tasks and examples for performing them rapidly and effectively. Selected by Bill Jelen, Microsoft Excel MVP and mastermind behind the leading Excel solutions website MrExcel.com, these books will: • Dramatically increase your productivity–saving you 50 hours a year, or more • Present proven, creative strategies for solving real-world problems • Show you how to get great results, no matter how much data you have • Help you avoid critical mistakes that even experienced users make
Book Synopsis Forecasting: principles and practice by : Rob J Hyndman
Download or read book Forecasting: principles and practice written by Rob J Hyndman and published by OTexts. This book was released on 2018-05-08 with total page 380 pages. Available in PDF, EPUB and Kindle. Book excerpt: Forecasting is required in many situations. Stocking an inventory may require forecasts of demand months in advance. Telecommunication routing requires traffic forecasts a few minutes ahead. Whatever the circumstances or time horizons involved, forecasting is an important aid in effective and efficient planning. This textbook provides a comprehensive introduction to forecasting methods and presents enough information about each method for readers to use them sensibly.
Book Synopsis Next Generation Demand Management by : Charles W. Chase
Download or read book Next Generation Demand Management written by Charles W. Chase and published by John Wiley & Sons. This book was released on 2016-08-01 with total page 289 pages. Available in PDF, EPUB and Kindle. Book excerpt: A practical framework for revenue-boosting supply chain management Next Generation Demand Management is a guidebook to next generation Demand Management, with an implementation framework that improves revenue forecasts and enhances profitability. This proven approach is structured around the four key catalysts of an efficient planning strategy: people, processes, analytics, and technology. The discussion covers the changes in behavior, skills, and integrated processes that are required for proper implementation, as well as the descriptive and predictive analytics tools and skills that make the process sustainable. Corporate culture changes require a shift in leadership focus, and this guide describes the necessary "champion" with the authority to drive adoption and stress accountability while focusing on customer excellence. Real world examples with actual data illustrate important concepts alongside case studies highlighting best-in-class as well as startup approaches. Reliable forecasts are the primary product of demand planning, a multi-step operational supply chain management process that is increasingly seen as a survival tactic in the changing marketplace. This book provides a practical framework for efficient implementation, and complete guidance toward the supplementary changes required to reap the full benefit. Learn the key principles of demand driven planning Implement new behaviors, skills, and processes Adopt scalable technology and analytics capabilities Align inventory with demand, and increase channel profitability Whether your company is a large multinational or an early startup, your revenue predictions are only as strong as your supply chain management system. Implementing a proven, more structured process can be the catalyst your company needs to overcome that one lingering obstacle between forecast and goal. Next Generation Demand Management gives you the framework for building the foundation of your growth.
Book Synopsis Forecasting with Exponential Smoothing by : Rob Hyndman
Download or read book Forecasting with Exponential Smoothing written by Rob Hyndman and published by Springer Science & Business Media. This book was released on 2008-06-19 with total page 362 pages. Available in PDF, EPUB and Kindle. Book excerpt: Exponential smoothing methods have been around since the 1950s, and are still the most popular forecasting methods used in business and industry. However, a modeling framework incorporating stochastic models, likelihood calculation, prediction intervals and procedures for model selection, was not developed until recently. This book brings together all of the important new results on the state space framework for exponential smoothing. It will be of interest to people wanting to apply the methods in their own area of interest as well as for researchers wanting to take the ideas in new directions. Part 1 provides an introduction to exponential smoothing and the underlying models. The essential details are given in Part 2, which also provide links to the most important papers in the literature. More advanced topics are covered in Part 3, including the mathematical properties of the models and extensions of the models for specific problems. Applications to particular domains are discussed in Part 4.
Book Synopsis Business Analysis with QuickBooks by : Conrad Carlberg
Download or read book Business Analysis with QuickBooks written by Conrad Carlberg and published by John Wiley and Sons. This book was released on 2011-01-31 with total page 357 pages. Available in PDF, EPUB and Kindle. Book excerpt: Manage your business and make sound decisions with the help of QuickBooks Quickbooks is a user-friendly accounting software program that can analyze data to help you make smart decisions for a small- or medium-sized business. However, few books explain how to maximize the features of QuickBooks reports for management purposes-until now. Author Conrad Carlberg guides you through the most beneficial ways to use and adapt QuickBooks reports by taking the summary data and placing it into a context that helps manage a business. By avoiding aiming the coverage to a specific version of QuickBooks, this book is a timeless resource that clearly explains how to bring financial data together in order to help make wise business decisions. Use the popular accounting software program QuickBooks to help you make wise business management decisions Identify specific weak points in a business and learn how to turn them around Quantify working capital and manage inventory valuation properly Learn how to understand what QuickBook reports say about the state of your business now and for the future Quickly get started converting QuickBooks accounting data into results that help you make informed business decisions and manage your business.
Book Synopsis Mastering the SAP Business Information Warehouse by : Kevin McDonald
Download or read book Mastering the SAP Business Information Warehouse written by Kevin McDonald and published by John Wiley & Sons. This book was released on 2015-02-27 with total page 828 pages. Available in PDF, EPUB and Kindle. Book excerpt: "This book is the definitive guide for SAP NetWeaver BI professionals. Based on their extraordinary expertise with the product, the authors provide deep insights about key innovations in the areas of user experience, query performance, integrated planning, and enterprise-wide data warehousing." —Stefan Sigg, Vice President, SAP NetWeaver Business Intelligence The long-anticipated publication of this second edition reflects the growing success of SAP NetWeaver as well as the various Business Intelligence (BI) capabilities that are embedded with SAP BW version 7.0. Written by SAP insiders, this comprehensive guide takes into account the ever-changing features, functionality, and toolsets of SAP NetWeaver to bring you the most updated information on how to use SAP BW to design, build, deploy, populate, access, analyze, present, and administer data. You'll discover the options that are available in SAP NetWeaver and uncover a new means to improve business performance. This book reflects the process an organization goes through during an implementation of the software. The authors begin with an introduction to BI and SAP NetWeaver and quickly progress to information modeling and enterprise data warehouse concepts. You'll learn how to access and deliver meaningful analytic information to the organization, as well as perform integrated planning functions. Finally, the authors share invaluable insight on warehouse administration, performance, and security. With more than 50 percent new or revised material, this second edition of Mastering the SAP Business Information Warehouse shows you how to: Extract data from online transaction processing systems Store transformed data in a way that best supports reporting and analysis Use the various Business Explorer tools such as BEx Report Designer, BEx Analyzer, BEx Broadcaster, and BEx Web Application Designer Schedule, monitor, troubleshoot, and archive data loads The companion Web site contains sample chapters in Wiki format and the authors' blog where readers may enter discussions about the book and SAP. Wiley Technology Publishing Timely. Practical. Reliable. Visit our Web site at www.wiley.com/compbooks/ Visit the companion Web site at www.wiley.com/compbooks/mcdonald The companion Web site contains the sample code presented in the text of the book, plus implementation templates.
Book Synopsis Excel Sales Forecasting For Dummies by : Conrad Carlberg
Download or read book Excel Sales Forecasting For Dummies written by Conrad Carlberg and published by John Wiley & Sons. This book was released on 2016-06-23 with total page 408 pages. Available in PDF, EPUB and Kindle. Book excerpt: Excel at predicting sales and forecasting trends using Microsoft Excel! If you're a sales or marketing professional, you know that forecasting sales is one of the biggest challenges you face on the job. Unlike other books on the subject, Excel Sales Forecasting For Dummies, 2nd Edition leaves arcane business school terms and complex algebraic equations at the door, focusing instead on what you can do right now to utilize the world's most popular spreadsheet program to produce forecasts you can rely on. Loaded with confidence boosters for anyone who succumbs to sweaty palms when sales predictions are mentioned, this trusted guide show you how to use the many tools Excel provides to arrange your past data, set up lists and pivot tables, use moving averages, and so much more. Before you know it, you'll become a forecaster par excellence—even if numbers aren't your jam. Choose the right forecasting method Find relationships in your data Predict seasonal sales Filter lists or turn them into charts Consider this guide your crystal ball—and start predicting the future with confidence and ease!
Book Synopsis Data Analysis with Open Source Tools by : Philipp K. Janert
Download or read book Data Analysis with Open Source Tools written by Philipp K. Janert and published by "O'Reilly Media, Inc.". This book was released on 2010-11-11 with total page 534 pages. Available in PDF, EPUB and Kindle. Book excerpt: Collecting data is relatively easy, but turning raw information into something useful requires that you know how to extract precisely what you need. With this insightful book, intermediate to experienced programmers interested in data analysis will learn techniques for working with data in a business environment. You'll learn how to look at data to discover what it contains, how to capture those ideas in conceptual models, and then feed your understanding back into the organization through business plans, metrics dashboards, and other applications. Along the way, you'll experiment with concepts through hands-on workshops at the end of each chapter. Above all, you'll learn how to think about the results you want to achieve -- rather than rely on tools to think for you. Use graphics to describe data with one, two, or dozens of variables Develop conceptual models using back-of-the-envelope calculations, as well asscaling and probability arguments Mine data with computationally intensive methods such as simulation and clustering Make your conclusions understandable through reports, dashboards, and other metrics programs Understand financial calculations, including the time-value of money Use dimensionality reduction techniques or predictive analytics to conquer challenging data analysis situations Become familiar with different open source programming environments for data analysis "Finally, a concise reference for understanding how to conquer piles of data."--Austin King, Senior Web Developer, Mozilla "An indispensable text for aspiring data scientists."--Michael E. Driscoll, CEO/Founder, Dataspora
Book Synopsis Business Forecasting by : Michael Gilliland
Download or read book Business Forecasting written by Michael Gilliland and published by John Wiley & Sons. This book was released on 2021-05-11 with total page 435 pages. Available in PDF, EPUB and Kindle. Book excerpt: Discover the role of machine learning and artificial intelligence in business forecasting from some of the brightest minds in the field In Business Forecasting: The Emerging Role of Artificial Intelligence and Machine Learning accomplished authors Michael Gilliland, Len Tashman, and Udo Sglavo deliver relevant and timely insights from some of the most important and influential authors in the field of forecasting. You'll learn about the role played by machine learning and AI in the forecasting process and discover brand-new research, case studies, and thoughtful discussions covering an array of practical topics. The book offers multiple perspectives on issues like monitoring forecast performance, forecasting process, communication and accountability for forecasts, and the use of big data in forecasting. You will find: Discussions on deep learning in forecasting, including current trends and challenges Explorations of neural network-based forecasting strategies A treatment of the future of artificial intelligence in business forecasting Analyses of forecasting methods, including modeling, selection, and monitoring In addition to the Foreword by renowned researchers Spyros Makridakis and Fotios Petropoulos, the book also includes 16 "opinion/editorial" Afterwords by a diverse range of top academics, consultants, vendors, and industry practitioners, each providing their own unique vision of the issues, current state, and future direction of business forecasting. Perfect for financial controllers, chief financial officers, business analysts, forecast analysts, and demand planners, Business Forecasting will also earn a place in the libraries of other executives and managers who seek a one-stop resource to help them critically assess and improve their own organization's forecasting efforts.
Book Synopsis Change and Chance Embraced by : Hans Levenbach
Download or read book Change and Chance Embraced written by Hans Levenbach and published by . This book was released on 2017-12-23 with total page 424 pages. Available in PDF, EPUB and Kindle. Book excerpt: A unified and practical orientation to demand forecasting and demand management for supply chain professionals, students and practitioners. Presentation of forecasting as a process, rather than a series of disconnected techniques, incorporating graphical tools of looking at historical data, data cleaning, and exploratory data analysis. Complementing traditional and modern methods for root-cause analysis and exception handling with 'big data' and predictive analytics.
Book Synopsis Demand-Driven Forecasting by : Charles W. Chase
Download or read book Demand-Driven Forecasting written by Charles W. Chase and published by John Wiley & Sons. This book was released on 2009-07-23 with total page 335 pages. Available in PDF, EPUB and Kindle. Book excerpt: Praise for Demand-Driven Forecasting A Structured Approach to Forecasting "There are authors of advanced forecasting books who take an academic approach to explaining forecast modeling that focuses on the construction of arcane algorithms and mathematical proof that are not very useful for forecasting practitioners. Then, there are other authors who take a general approach to explaining demand planning, but gloss over technical content required of modern forecasters. Neither of these approaches is well-suited for helping business forecasters critically identify the best demand data sources, effectively apply appropriate statistical forecasting methods, and properly design efficient demand planning processes. In Demand-Driven Forecasting, Chase fills this void in the literature and provides the reader with concise explanations for advanced statistical methods and credible business advice for improving ways to predict demand for products and services. Whether you are an experienced professional forecasting manager, or a novice forecast analyst, you will find this book a valuable resource for your professional development." —Daniel Kiely, Senior Manager, Epidemiology, Forecasting & Analytics, Celgene Corporation "Charlie Chase has given forecasters a clear, responsible approach for ending the timeless tug of war between the need for 'forecast rigor' and the call for greater inclusion of 'client judgment.' By advancing the use of 'domain knowledge' and hypothesis testing to enrich base-case forecasts, he has empowered professional forecasters to step up and impact their companies' business results favorably and profoundly, all the while enhancing the organizational stature of forecasters broadly." —Bob Woodard, Vice President, Global Consumer and Customer Insights, Campbell Soup Company
Book Synopsis Excel Sales Forecasting For Dummies by : Conrad Carlberg
Download or read book Excel Sales Forecasting For Dummies written by Conrad Carlberg and published by John Wiley & Sons. This book was released on 2016-07-12 with total page 421 pages. Available in PDF, EPUB and Kindle. Book excerpt: Excel at predicting sales and forecasting trends using Microsoft Excel! If you're a sales or marketing professional, you know that forecasting sales is one of the biggest challenges you face on the job. Unlike other books on the subject, Excel Sales Forecasting For Dummies, 2nd Edition leaves arcane business school terms and complex algebraic equations at the door, focusing instead on what you can do right now to utilize the world's most popular spreadsheet program to produce forecasts you can rely on. Loaded with confidence boosters for anyone who succumbs to sweaty palms when sales predictions are mentioned, this trusted guide show you how to use the many tools Excel provides to arrange your past data, set up lists and pivot tables, use moving averages, and so much more. Before you know it, you'll become a forecaster par excellence—even if numbers aren't your jam. Choose the right forecasting method Find relationships in your data Predict seasonal sales Filter lists or turn them into charts Consider this guide your crystal ball—and start predicting the future with confidence and ease!
Book Synopsis Forecasting and Analytics with the Augmented Dynamic Adaptive Model (ADAM) by : Ivan Svetunkov
Download or read book Forecasting and Analytics with the Augmented Dynamic Adaptive Model (ADAM) written by Ivan Svetunkov and published by CRC Press. This book was released on 2023-11-17 with total page 494 pages. Available in PDF, EPUB and Kindle. Book excerpt: Forecasting and Analytics with the Augmented Dynamic Adaptive Model (ADAM) focuses on a time series model in Single Source of Error state space form, called “ADAM” (Augmented Dynamic Adaptive Model). The book demonstrates a holistic view to forecasting and time series analysis using dynamic models, explaining how a variety of instruments can be used to solve real life problems. At the moment, there is no other tool in R or Python that would be able to model both intermittent and regular demand, would support both ETS and ARIMA, work with explanatory variables, be able to deal with multiple seasonalities (e.g. for hourly demand data) and have a support for automatic selection of orders, components and variables and provide tools for diagnostics and further improvement of the estimated model. ADAM can do all of that in one and the same framework. Given the rising interest in forecasting, ADAM, being able to do all those things, is a useful tool for data scientists, business analysts and machine learning experts who work with time series, as well as any researchers working in the area of dynamic models. Key Features: • It covers basics of forecasting, • It discusses ETS and ARIMA models, • It has chapters on extensions of ETS and ARIMA, including how to use explanatory variables and how to capture multiple frequencies, • It discusses intermittent demand and scale models for ETS, ARIMA and regression, • It covers diagnostics tools for ADAM and how to produce forecasts with it, • It does all of that with examples in R.
Book Synopsis Introduction to Time Series Analysis and Forecasting by : Douglas C. Montgomery
Download or read book Introduction to Time Series Analysis and Forecasting written by Douglas C. Montgomery and published by John Wiley & Sons. This book was released on 2015-04-21 with total page 670 pages. Available in PDF, EPUB and Kindle. Book excerpt: Praise for the First Edition "...[t]he book is great for readers who need to apply the methods and models presented but have little background in mathematics and statistics." -MAA Reviews Thoroughly updated throughout, Introduction to Time Series Analysis and Forecasting, Second Edition presents the underlying theories of time series analysis that are needed to analyze time-oriented data and construct real-world short- to medium-term statistical forecasts. Authored by highly-experienced academics and professionals in engineering statistics, the Second Edition features discussions on both popular and modern time series methodologies as well as an introduction to Bayesian methods in forecasting. Introduction to Time Series Analysis and Forecasting, Second Edition also includes: Over 300 exercises from diverse disciplines including health care, environmental studies, engineering, and finance More than 50 programming algorithms using JMP®, SAS®, and R that illustrate the theory and practicality of forecasting techniques in the context of time-oriented data New material on frequency domain and spatial temporal data analysis Expanded coverage of the variogram and spectrum with applications as well as transfer and intervention model functions A supplementary website featuring PowerPoint® slides, data sets, and select solutions to the problems Introduction to Time Series Analysis and Forecasting, Second Edition is an ideal textbook upper-undergraduate and graduate-levels courses in forecasting and time series. The book is also an excellent reference for practitioners and researchers who need to model and analyze time series data to generate forecasts.
Book Synopsis Improving Forecasts with Integrated Business Planning by : Ganesh Sankaran
Download or read book Improving Forecasts with Integrated Business Planning written by Ganesh Sankaran and published by Springer. This book was released on 2019-03-05 with total page 430 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book provides both a broad overview of the forecasting process, covering technological and human aspects alike, and deep insights into algorithms and platform functionalities in the IBP toolbox required to maximize forecast accuracy. Rich in technical and business explanations, it addresses short-, medium- and long-term forecasting processes using functionalities available in demand planning and demand sensing. There are also several theoretical concepts underpinning the algorithms discussed; these are explained with numerical examples to help demystify the IBP forecasting toolbox. Beyond standard procedures, the book also discusses custom approaches (e.g. new segmentation criteria, new outlier detection and correction methods) and new methods (e.g. the use of Markov chains for forecasting sporadic demands), etc. It subsequently benchmarks common practices using these innovative approaches and discusses the results. As measurement is an important precondition for improvement, an entire chapter is devoted to discussing process improvement and value using the Six Sigma methodology. In closing, the book provides several useful tips and tricks that should come in handy during project implementation.
