Eduardo Rodriguez – Data Analytics Applications in Latin America and Emerging Economies

This book promotes understanding analytics methods and techniques. This book guides readers through many techniques. and Analyticians have many methods to describe the strengths. and Flaws File Size: 15.77MB Format: [1 PDF]

Eduardo Rodriguez – Data Analytics Applications in Latin America and Emerging Economies

This book focuses specifically on the understanding of analytics knowledge management processes and Its comprehensive application to different socioeconomic sectors. Use cases from Latin America and Other emerging economies. It examines analytics knowledge applications when a solution has been found. For business students and This book offers practical insights into how to apply concepts for researchers as well as professionals. and Implementing processes and solutions.

The 11 case studies shown in The entire process of analytics is covered in the book and Here are some useful examples to help you understand how to apply the analytics process for SME companies in both developing and developed economies. Multiple tacit factors are also identified in these cases that need to be considered when implementing analytics knowledge management processes. These include data cleaning and data gathering. and Analytics professionals are not always able to identify the meaning of the results.

This book encourages understanding of analytics methods and techniques. This book guides readers through many techniques. and Analyticians have many methods to describe the strengths. and These methods have their weaknesses and techniques.

Table of Contents

Section I. Evolution and Adoption of Analytics Process

1. Evolution of Analytics Concept
2. The Analytics Knowledge Management Process

Section II. Analytics Knowledge Applications in Latin America and Emerging Economies

3. Analytics Health Care: Knowledge Application
Esteban Flores and Isabel Rodríguez

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4. Diffusion in Adoptions via Dynamic Social Networks: Case Study from a Real-World Community of Consumers
Mauricio Herrera, Guillermo Armelini, and Erica Salvaj

5. Prescriptive Analytics in Manufacturing: An Order Acceptance Illustration
Federico Trigos and Eduardo M. López

6. Stochastic Hierarchical Approach under Uncertain Demands to a Production Planning System
Virna Ortiz-Araya and Víctor M. Albornoz

7. Big Data and Analytics for Consumer Price Index Estimation
Patricio Cofre and Gerzo Gallardo

8. Prediction and Explanation in Credit Scoring Problems: Comparison of Artificial Neural Nets and Logit Model
Edgardo R. Bravo, Alvaro G. Talavera, and Michelle Rodriguez Serra

9. Multiplier-Informational Port Decision Making: Case Approach
Ana Ximena Halabi-Echeverry, Mario Ernesto Martínez-Avella, Deborah Richards, and Jairo Rafael Montoya-Torres

10. Data Analytics To Characterize University-Based companies for decision making in Business Development Programs
León Darío Parra Bernal and Milenka Linneth Argote CusI

11. Statistical Software Reliability Models
Francisco Iván Zuluaga Díaz and José Daniel Gallego Posada

12. What Latin America Says about Entrepreneurship? A Approach Based on Data Analytics Applications and Social Media Contents
Laura Rojas De Francisco, Izaias Martins, Eduardo Gómez-Araujo, and Laura Fernanda Morales De La Vega

13. Healthcare Topics Data Science: Exploratory research with social network analysis
Cinthya Leonor Vergara Silva