Essentials of modeling and analytics : retail risk management and asset protection

Introduction -- Criminology theory and crime prevention -- Retail theft and security -- Basic statistical analysis -- Graphical representation -- Inferential statistics and hypothesis testing -- Common statistical hypothesis tests -- Testing and deploying loss prevention programs -- Introduction to modeling -- Linear regression -- Logistic regression -- Advanced techniques and machine learning models -- Integrating analytics into loss prevention teams -- Conclusion