Investor Return – Mind the Gap ©2015 Morningstar, Inc. All rights reserved. Kittikun Tanaratpattanakit Investor Return – Mind the Gap Agenda 2 gBackground g The Real Test is Whether Investors Succeed

if the value of their investment decreases Source: Stanford Graduate School of Business Sustainable investment ในตา่งประเทศ SEC Classification : ใชภ้ายใน (Internal) 4 Negative spread Positive spread

*AT of designated market making activities of DW were excluded **Only applicable to DW Data: orderbook & tradebook from 2017 to 2022 • 4,778,031,450 orders • 827,860,016 trades Algorithmic Trading (AT

guidelines for employees to curtail the spread of COVID-19 as well as support our partner and community to help prevent the spread of the virus and support those already affected. Throughout the COVID-19

อัตราผลตอบแทน (Yield) จากการลงทุน Green bond เมือ่เปรียบเทียบกับการลงทุนในตราสารหนี้ทั่วไป (Conventional bond) หรือค่า Greenium1 1 Green bond premium or Greenium: the difference in yield between green

Limited (“the Company”) had methyl ester sales volume at 101,371 tons, an increase of 22,346 tons or 28% compared to 1Q2019. This comparison excluded methyl ester sales volume in 1Q2019 of 15,678 tons which

 Strategic Beta: beyond cap-weighting 13 Scope: Thai Equity Funds by MorningStar Direct. 1. Large & Mid/Small –Cap funds and 2. Large-Cap funds. Excluded equity fix term (trigger funds). Fund Category

spread (DTD/DB), and the improvement of Fuel Oil / Dubai (FO/DB) crack spread. However, due to the crude price drop in this quarter, there was an inventory loss of THB 1,010 million, leading to an EBITDA

Framework Section 4: Bond issuance Bond Issuance Subscription result : 8.41x Oversubscribe Tenor 2Y 3Y 5Y 7Y 10Y Total Government Yield 1.82% 1.88% 2.08% 2.27% 2.52% Spread 0.69% 0.75% 1.07% 1.30% 1.34% Final

firms with Twitter handles). • July 1, 2013 to December 31, 2017. • Total of 10,702,264 Tweets collected using Python Web Scraping. • Excluded 7,908,337 reply tweets (old repeated information). • Final