Cluster 1 Cluster 2 Cluster 3 Cluster 4 Provident fundsMutual fundsInsurance 3.9 9.4 11.6 24.0 Insurance Provident funds Insurance Primary vehicle Mutual funds Retirement saving adequacy 11% 18% 28% % of

Electricity Authority 326 employees 8. Ministry of Commerce 307 employees Analysis Using Cluster Analysis for clustering Thai investor based on their behavior or Proportions of their money allocated to each

. KEY BUSINESS AND STRATEGIC UPDATES 1) ADVERTISING – LAYING A STRONG FOUNDATION FOR GROWTH BY MAKING STRATEGIC PARTNERSHIPS AND CREATING INNOVATIVE PRODUCTS  VGI GLOBAL MEDIA PLC   INTELLIGENT DIGITAL

PowerPoint Presentation ©2015 Morningstar, Inc. All rights reserved. Kittikun Tanaratpattanakit Senior Research Analyst Morningstar Research (Thailand) Ltd. Intelligent Financial Planning Decisions 2

association between Thai investor cluster membership and their financial literacy. Thai investor clusters differ considerably in their financial literacy such that modern investors tend to possess financial

• A related strand of research focuses on price clusters. • Many studies have found that the stock prices tend to cluster around particular numbers (e.g. Harris (1991), Aitken et al. (1996), Brown et al

Habitat Pinklao- Sirindhorn Project Name Thana Cluster Project Type Semi-detached house, 3 Floors-Townhome Price 5-10 MB Number of Projects 5 Projects Project Value (Approximately) 412 MB Units per Project

which are in the process of selling which are (1) K.C. Cluster Nimitmai Project (having outstanding 200 units ) and (2) K.C. Cluster Ramintra 7 phase 1 (having outstanding 35 units). As a result, the

. Fama and French, 1993) Motivation Explaining Value Data Results Conclusions Conclusions • “Price is what you pay, value is what you get” – Warren E. Buffett • “Margin of safety” – The Intelligent

the end of 2019  Managing the total usage amount through Boonterm kiosk to more than 10%, compared to 2018  Developing the intelligent kiosk for selling sim card and Electronic Know Your Customer