Jacek Welc Libri

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.

Focusing on comprehensive financial statement analysis, this textbook guides students through the intricacies of financial accounting and reporting. It covers the three primary financial statements and their notes, employing classical tools like ratio analysis and credit risk models for retrospective analysis. The text includes step-by-step procedures for prospective financial simulations and culminates in a real-life case study. Additional resources feature online appendices with varied case studies, Excel calculation files, and recorded webinars for deeper understanding.

Offering a practical approach to understanding corporate financial reports, this guide is tailored for non-professionals such as investors and managers. It features real-life case studies of corporate failures and accounting scandals, equipping readers with essential tools for financial statement analysis. By addressing the unique challenges faced by those without accounting expertise, it fills a crucial gap in corporate finance literature, making complex financial information accessible and actionable.