Business Analysis Using Regression

Author : Robert A. Stine,Dean P. Foster,Richard P. Waterman
Publisher : Springer Science & Business Media
Page : 360 pages
File Size : 47,9 Mb
Release : 2012-12-06
Category : Mathematics
ISBN : 9781461206835

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Business Analysis Using Regression by Robert A. Stine,Dean P. Foster,Richard P. Waterman Pdf

Preface Statistics is seldom the most eagerly anticipated course of a business student. It typically has the reputation ofbeing aboring, complicated, and confusing mix of mathematical formulas and computers. Our goal in writing this casebook and the companion volume (Basic Business Statistics) was to change that impression by showing how statistics gives insights and answers interesting business questions. Rather than dwell on underlying formulas, we show how to use statistics to answer questions. Each case study begins with a business question and concludes with an answer. Formulas appear only as needed to address the questions, and we focus on the insights into the problem provided by the mathematics. The mathematics serves a purpose. The material is organized into 12 "classes" of related case studies that develop a single, key idea of statistics. The analysis of data using statistics is seldom very straightforward, and each analysis has many nuances. Part ofthe appeal ofstatistics is this richness, this blending of substantive theories and mathematics. For a newcomer, however, this blend is too rich and they are easily overwhelmed and unable to sort out the important ideas from nuances. Although later cases in these notes suggest this complexity, we do not begin that way. Each class has one main idea, something big like standard error. We begin a class by discussing an application chosen to motivate this key concept, and introduce the necessary terminology.

Author : Foster
Publisher : Unknown
Page : 366 pages
File Size : 55,5 Mb
Release : 2003-01-01
Category : Electronic
ISBN : 8181280296

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Business Analysis Using Regression: A Casebook by Foster Pdf

Author : Robert A Stine,Dean P Foster,Richard P Waterman
Publisher : Unknown
Page : 368 pages
File Size : 44,6 Mb
Release : 1997-09-01
Category : Electronic
ISBN : 1461206847

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Business Analysis Using Regression by Robert A Stine,Dean P Foster,Richard P Waterman Pdf

Author : Jacek Welc,Pedro J. Rodriguez Esquerdo
Publisher : Springer
Page : 286 pages
File Size : 42,8 Mb
Release : 2017-12-29
Category : Business & Economics
ISBN : 9783319711560

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Applied Regression Analysis for Business by Jacek Welc,Pedro J. Rodriguez Esquerdo Pdf

This book offers hands-on statistical tools for business professionals by focusing on the practical application of a single-equation regression. The authors discuss commonly applied econometric procedures, which are useful in building regression models for economic forecasting and supporting business decisions. A significant part of the book is devoted to traps and pitfalls in implementing regression analysis in real-world scenarios. The book consists of nine chapters, the final two of which are fully devoted to case studies. Today's business environment is characterised by a huge amount of economic data. Making successful business decisions under such data-abundant conditions requires objective analytical tools, which can help to identify and quantify multiple relationships between dozens of economic variables. Single-equation regression analysis, which is discussed in this book, is one such tool. The book offers a valuable guide and is relevant in various areas of economic and business analysis, including marketing, financial and operational management.

Author : Allen Webster
Publisher : Routledge
Page : 488 pages
File Size : 42,5 Mb
Release : 2013-03-05
Category : Business & Economics
ISBN : 9781136593093

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Introductory Regression Analysis by Allen Webster Pdf

Regression analysis is arguably the single most powerful and widely applicable tool in any effective examination of common business issues. Every day, decision-makers face problems that require constructive actions with significant consequences, and regression procedures can prove a meaningful and valuable asset in the decision-making process. This text is designed to help students achieve a full understanding of regression and the many ways it can be used. Taking into consideration current statistical technology, Introductory Regression Analysis focuses on the use and interpretation of software, while also demonstrating the logic, reasoning, and calculations that lie behind any statistical analysis. Furthermore, the text emphasizes the application of regression tools to real-life business concerns. This multilayered, yet pragmatic approach fully equips students to derive the benefit and meaning of a regression analysis. This text is designed to serve in a second undergraduate course in statistics, focusing on regression and its component features. The material presented in this text will build from a foundation of the principles of data analysis. Although previous exposure to statistical concepts would prove helpful, all the material needed for an examination of regression analysis is presented here in a clear and complete form.

Author : J. Holton Wilson
Publisher : Business Expert Press
Page : 144 pages
File Size : 40,6 Mb
Release : 2012-08-02
Category : Business & Economics
ISBN : 9781606494356

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Regression Analysis by J. Holton Wilson Pdf

The technique of regression analysis is used so often in business and economics today that an understanding of its use is necessary for almost everyone engaged in the field. This book will teach you the essential elements of building and understanding regression models in a business/economic context in an intuitive manner. The authors take a non-theoretical treatment that is accessible even if you have a limited statistical background. It is specifically designed to teach the correct use of regression, while advising you of its limitations and teaching about common pitfalls. This book describes exactly how regression models are developed and evaluated —where real data is used, instead of contrived textbook-like problems. Completing this book will allow you to understand and build basic business/economic models using regression analysis. You will be able to interpret the output of those models and you will be able to evaluate the models for accuracy and shortcomings. Even if you never build a model yourself, at some point in your career it is likely that you will find it necessary to interpret one; this book will make that possible. Included are instructions for using Microsoft Excel to build business/economic models using regression analysis with an appendix using screen shots and step-by-step instructions.

Author : Conrad George Carlberg
Publisher : Que Publishing
Page : 510 pages
File Size : 55,6 Mb
Release : 2002
Category : Business & Economics
ISBN : 0789725525

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Business Analysis with Microsoft Excel by Conrad George Carlberg Pdf

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.

Author : T.D. Stanley,Hristos Doucouliagos
Publisher : Routledge
Page : 201 pages
File Size : 43,5 Mb
Release : 2012-08-21
Category : Business & Economics
ISBN : 9781136279393

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Meta-Regression Analysis in Economics and Business by T.D. Stanley,Hristos Doucouliagos Pdf

The purpose of this book is to introduce novice researchers to the tools of meta-analysis and meta-regression analysis and to summarize the state of the art for existing practitioners. Meta-regression analysis addresses the rising "Tower of Babel" that current economics and business research has become. Meta-analysis is the statistical analysis of previously published, or reported, research findings on a given hypothesis, empirical effect, phenomenon, or policy intervention. It is a systematic review of all the relevant scientific knowledge on a specific subject and is an essential part of the evidence-based practice movement in medicine, education and the social sciences. However, research in economics and business is often fundamentally different from what is found in the sciences and thereby requires different methods for its synthesis—meta-regression analysis. This book develops, summarizes, and applies these meta-analytic methods.

Author : Edward W. Frees
Publisher : Unknown
Page : 714 pages
File Size : 48,6 Mb
Release : 1996
Category : Análisis de regresión
ISBN : 0132199815

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Data Analysis Using Regression Models by Edward W. Frees Pdf

Designed especially for business and social science students who are familiar with the fundamentals of statistics, this text explores both the theory and practice of regression analysis - proficient in handling the analysis of large data sets. It describes the interaction between data analysis and regression models used to represent the data - to help students learn how to analyze regression data, understand regression models, and how to specify an appropriate model to represent a data set. The main narrative in each chapter stresses application and interpretation of results in applied statistical methods from a user's point of view. Principles are introduced as needed for various applications.

Author : 伯特西马斯,弗罗因德
Publisher : 中信出版社
Page : 556 pages
File Size : 46,5 Mb
Release : 2002
Category : Decision making
ISBN : 7800734706

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数据、模型与决策:管理科学基础 by 伯特西马斯,弗罗因德 Pdf

本书由中信出版社与汤姆森学习集团合作出版。

Author : Andrew Gelman,Jennifer Hill
Publisher : Cambridge University Press
Page : 654 pages
File Size : 40,6 Mb
Release : 2007
Category : Mathematics
ISBN : 052168689X

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Data Analysis Using Regression and Multilevel/Hierarchical Models by Andrew Gelman,Jennifer Hill Pdf

This book, first published in 2007, is for the applied researcher performing data analysis using linear and nonlinear regression and multilevel models.

Author : Conrad Carlberg
Publisher : Que Publishing
Page : 901 pages
File Size : 43,6 Mb
Release : 2018-12-17
Category : Computers
ISBN : 9780134862552

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Business Analysis with Microsoft Excel by Conrad Carlberg Pdf

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

Author : Joni N. Shreve,Donna Dea Holland
Publisher : SAS Institute
Page : 414 pages
File Size : 42,9 Mb
Release : 2018-12-18
Category : Computers
ISBN : 9781635263503

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SAS Certification Prep Guide by Joni N. Shreve,Donna Dea Holland Pdf

Must-have study guide for the SAS® Certified Statistical Business Analyst Using SAS®9: Regression and Modeling exam! Written for both new and experienced SAS programmers, the SAS® Certification Prep Guide: Statistical Business Analysis Using SAS®9 is an in-depth prep guide for the SAS® Certified Statistical Business Analyst Using SAS®9: Regression and Modeling exam. The authors step through identifying the business question, generating results with SAS, and interpreting the output in a business context. The case study approach uses both real and simulated data to master the content of the certification exam. Each chapter also includes a quiz aimed at testing the reader’s comprehension of the material presented. Major topics include: ANOVA Linear Regression Logistic Regression Inputs for Predictive Modeling Model Performance For those new to statistical topics or those needing a review of statistical foundations, this book also serves as an excellent reference guide for understanding descriptive and inferential statistics. Appendices can be found here.

Author : C. Fred Hall, III
Publisher : John Wiley & Sons
Page : 192 pages
File Size : 54,6 Mb
Release : 2021-04-12
Category : Business & Economics
ISBN : 9781119793441

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Valuing Businesses Using Regression Analysis by C. Fred Hall, III Pdf

Demystifies regression-based valuation through simple explanations, easy-to-understand charts, and time-saving bonus resources Current methodologies using median, quartiles, or standard deviations to calculate revenue multipliers and cash flow multipliers often produce values that are wildly divergent. This forces the appraiser to choose between a very high or a very low value or consider averaging the values, opening the possibility for the appraiser to be challenged. On the surface, regression analysis appears to be the more complex, mathematical model, so many professionals shy away from using it out of fear that readers will be confused and reject the results of the appraisal. Valuing Businesses Using Regression Analysis solves this issue by breaking down regression to its simplest terms and providing easy-to-read charts and explanations that can be understood by all. Since regression analysis does not come pre-installed in Excel, this book will show you how to enable Excel's regression in your computer. Then you'll learn four different Regression tools that can be used for business valuations or for forecasting in general. As an added perk, this book also comes with a template that simplifies the entire regression methodology into the click of one button. With a minimal amount of work, you can use this template to produce a compelling four-page valuation report. See why current valuation methodologies can be wildly inaccurate and why regression analysis is a practical and preferable alternative Learn how to set up Regression in Excel and use single-variable linear regression to predict revenue and cash flow multipliers Walk through the process for conducting more advanced analyses, including curved regression with outliers and multiple variable regression Use the bonus template to create attractive four-page valuation reports using regression analysis in Excel This book is an excellent choice for valuators and other financial professionals ready to take the leap into regression analysis for more accurate, more objective business valuations.

Author : Conrad Carlberg
Publisher : John Wiley and Sons
Page : 357 pages
File Size : 50,7 Mb
Release : 2011-01-31
Category : Computers
ISBN : 9781118076682

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Business Analysis with QuickBooks by Conrad Carlberg Pdf

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.