Prepare Dataset Employ Approach Collect Results Apply Synthetic Minority Oversampling Technique* (SMOTE) to balance green bond data and conventional bond data Apply Bootstrapping to assess more accuracy of

Investor Strategies for Incorporating ESG Considerations into Corporate Interactions www.blackrock.com www.ceres.org Century21st Engagement Investor Strategies for Incorporating ESG Considerations into Corporate Interactions [ 5 ] FOREWORD The Value of Our Voice ......................................................................................................................................... 1 How ESG Megatrends Are Shaping Valuation ...........................................................

shall assess the severity of the issues and obstacles, as well as set up defensive procedures to eliminate or diminish the issues or the obstacles to an acceptable level. For example, in the event that

, understandable and accessible to the international community. On the basis of the Principles, it is the role of government, semi-government or private sector initiatives to assess the quality of the corporate

rating process. IOSCO members recognize that credit ratings, despite their numerous other uses, exist primarily to help investors and other users of credit ratings assess credit risks. Maintaining the

risks and vulnerabilities to the asset/ site Processes are in place (as part of both the asset design and ongoing management) to assess key risks to the assets from a changing climate. These key risks

annual report and accounts in order for shareholders to be able to assess the company’s performance, business model, strategy and long-term prospects. The reporting of relevant and material non- financial

) to categorize the service user; (c) to assess suitability for providing services to the service user; (d) to consider the ability of the service user to comply with the agreement for service provision

; (c) to assess suitability for providing services to the service user; (d) to consider the ability of the service user to comply with the agreement for service provision. The operation under Paragraph 1

Instruments Subject to Rules Concerning Issuance and Offer for Sale and Investment of Funds ; (3) shall assess credit risk of deposit taker, issuer of certificate of deposit, drawer of bill of exchange, maker