-
Aviation Advisory
Our dedicated Aviation Advisory team bring best-in-class expertise across modelling, lease management, financial accounting and transaction execution as well as technical services completed by certified engineers.
-
Consulting
Our Consulting team guarantees quick turnarounds and superior results delivered on a range of services.
-
Business Risk Services
Our Business Risk Services team deliver practical and pragmatic solutions that support clients in growing and protecting the inherent value of their businesses.
-
Deal Advisory
Our experienced Deal Advisory team has provided a range of transaction, valuation, deal advisory and restructuring services to clients for the past two decades.
-
Forensic Accounting
Our Forensic and Investigation Services team have targeted solutions to solve difficult challenges - making the difference between finding the truth or being left in the dark.
-
Financial Accounting and Advisory
Our FAAS team designs and implements creative solutions for organisations expanding into new markets or undertaking functional financial transformations.
-
Restructuring
Grant Thornton is Ireland’s leading provider of insolvency and corporate recovery solutions.
-
Risk Advisory
Our Risk Advisory team delivers innovative solutions and strategic insights for the Financial Services sector, addressing disruptive forces, regulatory changes, and emerging trends to enhance risk management and foster competitive advantage.
-
Sustainability Advisory
Our Sustainability Advisory team works with clients to accelerate their sustainability journey through innovative and pragmatic solutions.
-
Corporate Accounting and Outsourcing
At Grant Thornton we have extensive knowledge and experience in providing tailored solutions to our clients, whether on a short-term or long-term basis.
-
Financial Services Audit
Our Financial Services Audit team offers expertise and knowledge along with a horizontal approach to solving clients’ problems and queries.
-
Global Statutory Audit
Our Global Statutory Audit team ensures your statutory audit process follows a well-defined project plan, with no surprises, to maintain compliance across multiple jurisdictions. We invest time to understand your finance function and develop bespoke solutions built on the premise of central effort to remove duplication.
-
Pension Audit
The Grant Thornton Pension Audit team has vast experience in managing schemes and preparing annual reports on them for clients.
-
Corporate Tax
Our Corporate Tax team is made up of more than 40 highly experienced senior partners and directors who work directly with a wide range of domestic and international clients; covering Corporation Tax, Company Secretarial, Employer Solutions, Global Mobility and Tax Incentives.
-
Financial Services Tax
The Grant Thornton team is made up of experts who are fully up to date in terms of changing and evolving tax legislation. This is combined with industry expertise and an in-depth knowledge of the evolving financial services regulatory landscape.
-
Indirect Tax Advisory & Compliance
Grant Thornton’s team of indirect tax specialists helps a range of clients across a variety of sectors including pharmaceuticals, financial services, construction and property and food to navigate these complexities.
-
International Tax
We develop close relationships with clients in order to gain a deep understanding of their businesses to ensure they make the right operational decisions. The wrong decision on how a company sells into a new market or establishes a new subsidiary can have major tax implications.
-
Private Client
Grant Thornton’s Private Client Services team can advise you on all areas of financial, pension, investment, succession and inheritance planning. We understand that each individual’s circumstances are different to the next and we tailor our services to suit your specific needs.
Read our full publication.
In this paper, we focus on the development of a model that predicts scope emissions for any company that cannot currently provide this information. Our model is built on external data and estimates relationships between these corporate entities’ financial information, sector, region and other information, and scope emissions reported by these entities.
The output of the model can be used by both individual entities as well as banks and other financial institutions in order to estimate the emissions structure of their portfolios. In our methodology we compare simple linear models as well as more advanced machine learning techniques.
The best model estimates are achieved using a Linear Mixed Models Methodology.
The publication is structured as follows: In the first section, we outline key modelling methodologies considered for the model build. After this, we outline the model build process, key modelling inputs and outputs. The third section aims to select the best model for emission prediction. In the final section, we focus on the practical implementation and deployment of this model. We also seek to conclude and point out potential issues and areas for further development.
Update your subscriptions for Grant Thornton publications and events.