3.1 Quantitative Tools for Business Analytics 43. 3.4 Hypothesis Testing 49. THE BUSINESS ANALYTICS MODEL 5 Types of Reporting and Analytical Processes In the analysis and reporting development environment in the middle of the model, analysts specify which information and data are neces-sary to achieve the desired behavior of operational managers and dig-ital processes in the business … 3.5 Power Analysis … 4) Prescriptive Analytics: It is a type of predictive analytics that is used to recommend one or more course of action on analyzing the data. 3.4.1 t-Test 50. 2.8 Fitting Analytics Models to Data 37. Descriptive Analytics 3.4.2 ANOVA Test 52. This is a modern business analysis technique mostly used in the Agile model where there is a need for iterations for requirement gathering, designing and building a project. Chapter 3: Business Analytics Models 43. Furthermore, based on historical events, specific tools can also … 3.3 R Programming 48. Companies that embrace big data analytics and transform their business models in parallel will create new opportunities for revenue streams, customers, products and services. Let’s understand these in a bit more depth. 3.2 Basic Statistical Techniques 45. In this technique, requirements … 1. 3) Predictive Analytics: Emphasizes on predicting the possible outcome using statistical models and machine learning techniques. Business analytics uses predictive modeling, statistical tools, and models to uncover market trends and industry changes. 3.4.3 Nonparametric Test 52.