Jaggia, Sanjiv

Business analytics : Communicating with numbers / by Sanjiv Jaggia and [3 others] - Second edition - New York, NY : McGraw Hill LLC, c2023. - xxv, 774 pages : colored illustration and tables ; 28 cm.

Includes index.

Chapter 1 Introduction to Business Analytics
Chapter 2 Data Management and Wrangling
Chapter 3 Summary Measures
Chapter 4 Data Visualization
Chapter 5 Probability and Probability Distributions
Chapter 6 Statistical Inference
Chapter 7 Regression Analysis
Chapter 8 More Topics in Regression Analysis
Chapter 9 Logistic Regression
Chapter 10 Forecasting with Time Series Data
Chapter 11 Introduction to Data Mining
Chapter 12 Supervised Data Mining: k-Nearest Neighbors and Naïve Bayes
Chapter 13 Supervised Data Mining: Decision Trees
Chapter 14 Unsupervised Data Mining
Chapter 15 Spreadsheet Modeling
Chapter 16 Risk Analysis and Simulation
Chapter 17 Optimization: Linear Programming
Chapter 18 More Applications in Optimization

9781265087685


Decision making--computer programs.

HD30.23 / J24 2023