Editorial Standards and Corrections

    Our approach to authorship, accuracy, updates, and corrections in public research.

    Authorship and accountability

    Public articles identify the author and publication date. The author is responsible for the analysis and opinions expressed, subject to the disclosures and limitations presented on the relevant page.

    Corrections

    When we identify a material factual error, we aim to correct the page promptly and update it when appropriate. Clarifications, new context, and material revisions may also result in an updated date.

    Disclosures and independence

    Public content is provided for general informational purposes. It should be read together with the applicable disclosures and should not be interpreted as individualized advice or a solicitation.

    Questions or correction requests

    If you believe public content contains a material error, please contact Shepherd Investment Management and include the page URL and the relevant detail.