خرید و دانلود نسخه کامل کتاب Master Monte Carlo Simulation in Business Processes: Hands-on Tutorials on How to Build 20 Models with Key Probability Distributions Using a Structured 8-Step Process based on Excel

This book shows Data Analysts, Financial Analysts, Engineers and Decision Makers how to build simulation models using a standardized 8-Step Simulation Process, implemented in Excel.The book presents 20 fully developed models drawn from diverse business sectors. The focus is on doing, not theory. The book avoids advanced mathematics and programming, relying instead on a common-sense, spreadsheet-based approach to simulation modeling.Each model is extensively documented and supported by Excel workbooks that can be reused as templates in real projects.This book will help you:Master Monte Carlo simulation techniques through practical, worked models.Learn a Standardized 8-Step Modeling Process applied consistently across 20 models, improving design, troubleshooting, sharing, and reuse of simulation components.Understand and apply 13 key probability distributions, including Binomial, Poisson, Gamma, Weibull, and others, with template workbooks provided for each.Work with solved and documented Excel models that allow you to practice and experiment in parallel.Strengthen the data analysis foundations that support simulation, including applied probability, random number generation, reliability functions, simple linear regression, queuing theory and covariance/correlationApply advanced yet practical simulation techniques, such as dual-level simulation, shuffling to avoid selection bias, sensitivity and influence analysis and validation of results against expected behavior using goodness-of-fit testing with Chi-Square.Resources are easy to download once the book is acquired.