Academy Resources
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Comment / Letter
DSAC Comments to IAIS on a Public Consultation on AI
The Data Science and Analytics Committee (DSAC) submitted comments to the International Association of Insurance Supervisors (IAIS) on IAIS’ public consultation draft application paper on the… DownloadDate Published: 02/27/2025
Issue Brief
Defining Big Data
The Data Science and Analytics Committee released an issue paper, Defining Big Data. The paper is intended to build a shared language and concepts of big data and associated themes for the actuarial… DownloadDate Published: 09/25/2024
Topics: Data Science / Big Data
Date Published: 09/23/2024
Topics: Data Science / Big Data
Date Published: 09/23/2024
Topics: Data Science / Big Data
Date Published: 09/23/2024
Topics: Data Science / Big Data
Date Published: 09/23/2024
Topics: Data Science / Big Data
Date Published: 09/23/2024
Issue Brief
DSAC Issue Brief Examines Data Bias
The Data Science and Analytics Committee (DSAC) released an issue brief, An Actuarial View of Data Bias: Definitions, Impacts and Considerations. The issue brief—the first in a new DSAC series… Download
Topics: Data Science / Big Data Equity, Diversity, and Inclusion Financial Reporting Risk Management
Date Published: 07/18/2023
Issue Brief
An Actuarial View of Data Bias: Definitions, Impacts and Considerations
This issue brief examines the key types of data bias that actuaries may encounter and focuses on the kinds of biases found in modeling data and the implications for algorithmic outcomes. DownloadDate Published: 07/01/2023
Comment / Letter
Life Practice Council and Casualty Practice Council Submit a Joint Comment Letter to the NAIC’s Big Data and Artificial Intelligence (H) Working Group
The Life Practice Council and the Casualty Practice Council submitted a joint comment letter to the National Association of Insurance Commissioner’s Big Data and Artificial Intelligence (H) Working… DownloadDate Published: 02/13/2023
Comment / Letter
Life Practice Council and Casualty Practice Council Submit a Joint Comment Letter to the NAIC’s Big Data and Artificial Intelligence (H) Working Group
Life Practice Council and the Casualty Practice Council submitted a joint comment letter to the National Association of Insurance Commissioner’s Big Data and Artificial Intelligence (H) Working… DownloadDate Published: 02/13/2023
Issue Brief
DSAC Releases Issue Brief on Big Data in Actuarial Modeling
The Data Science and Analytics Committee (DSAC) released an issue brief, Big Data and Algorithms in Actuarial Modeling and Consumer Impacts. It outlines big data issues confronting actuaries and… DownloadDate Published: 10/14/2022
Issue Brief
DSAC & RETF Release Major Issue Brief on Correlation and Causation
The Data Science and Analytics Committee, in partnership with the Racial Equity Task Force, released a major issue brief, An Actuarial View of Correlation and Causation – From Interpretation to… DownloadDate Published: 07/06/2022
Presentation
DSAC Presents to NAIC CASTF Book Club on Big Data and Algorithms Issue Paper
The Academy’s Data Science and Analytics Committee (DSAC) presented to the National Association of Insurance Commissioners’ (NAIC) Casualty Actuarial and Statistical (C) Task Force (CASTF) Book… DownloadDate Published: 01/26/2022
Issue Brief
Academy Releases Major Issue Paper on Big Data and Consumer Impacts
The Data Science and Analytics Committee released a major issue paper, Big Data and Algorithms in Actuarial Modeling and Consumer Impacts. DownloadDate Published: 11/08/2021
Data Science and Analytics Committee Submitted Comments to Federal Agencies on AI
RMFRC’s Data Science and Analytics Committee (DSAC) submitted comments in response to a joint request for information and comment from several federal agencies regarding financial institutions’… DownloadDate Published: 06/30/2021
DSAC Update to NCOIL Special Committee on Race In Insurance Underwriting
Data Science and Analytics Committee (DSAC) Chair, Dorothy Andrews, addressed the issue of Race in Insurance Underwriting in a meeting convened by the National Council of Insurance Legislators and… DownloadDate Published: 12/09/2020
Comment / Letter
Dorothy Andrews Comments to NCOIL Special Committee on Race In Insurance Underwriting
Data Science and Analytics Committee (DSAC) Chair, Dorothy Andrews, addressed the issue of Race in Insurance Underwriting in a meeting convened by the National Council of Insurance Legislators and… DownloadDate Published: 12/09/2020
Big Data And The Role Of The Actuary
While the use of Big Data in the property and casualty insurance area is more developed than in some of the other areas of actuarial practice, significant advances have been made in recent years in… DownloadDate Published: 10/17/2019
Comment / Letter
Task Force Comments to U.S. Senate Committee on Banking, Housing, and Urban Affairs on FinTech Hearing
Big Data Task Force comments to the U.S. Senate Committee on Banking, Housing, and Urban Affairs on their hearing, Fintech: Examining Digitization, Data, and Technology. DownloadDate Published: 09/16/2018
Presentation
Presentation to NAIC on Big Data Monograph
Presentation to the NAIC Casualty Actuarial and Statistical Task Force (CASTF) Predictive Analytics Book Club on the Big Data and the Role of the Actuary monograph. DownloadDate Published: 06/25/2018
Big Data and The Role of The Actuary
The Academy released the monograph, Big Data and the Role of the Actuary, at the International Congress of Actuaries meeting in Berlin on June 5. The monograph examines how Big Data is providing… DownloadDate Published: 06/04/2018
Task Force Comments to NAIC on Big Data Exposures
Big Data Task Force comments to the NAIC’s Big Data (EX) Working Group on recent exposures. DownloadDate Published: 01/12/2018