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Session 36: Model Governance in an Open Source World
Session 36: Model Governance in an Open Source World Actuarial tools now include both open and closed source software; both need a strong model governance framework to mitigate potential sources ...- Authors: Dorothy Andrews, Society of Actuaries, Rohan Noel Alahakone
- Date: Sep 2018
- Competency: Professional Values
- Topics: Predictive Analytics
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GLM and its application in life insurance
GLM and its application in life insurance Data analytics is changing insurance industry and will fundamentally change how we run insurance business. Actuaries could and should be on top of it and ...- Authors: Dixiang Zhang
- Date: Sep 2019
- Competency: Communication; Results-Oriented Solutions; Technical Skills & Analytical Problem Solving
- Topics: Life Insurance; Predictive Analytics
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Modelling Process
Modelling Process An introduction of predictive modeling techniques that are applicable to insurance industry, including generalized linear model (GLM) and classification and regression tree ...- Authors: Qichun Xu
- Date: Dec 2013
- Competency: Technical Skills & Analytical Problem Solving>Innovative solutions; Technical Skills & Analytical Problem Solving>Problem analysis and definition
- Publication Name: Predictive Analytics and Futurism Newsletter
- Topics: Modeling & Statistical Methods>Data mining; Modeling & Statistical Methods>Regression analysis; Predictive Analytics
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Gaining Trust in Predictive Models—an Actuarial Perspective
Gaining Trust in Predictive Models—an Actuarial Perspective This article provides an overview of activities that should be considered by an actuary when validating a predictive model. It ...- Authors: David Alison FSA (David)
- Date: Sep 2021
- Competency: Communication; External Forces & Industry Knowledge; Results-Oriented Solutions; Strategic Insight and Integration; Technical Skills & Analytical Problem Solving
- Publication Name: The Financial Reporter
- Topics: Predictive Analytics>Modeling techniques; Predictive Analytics>Quality control & model governance; Technology & Applications>Artificial intelligence & machine learning
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Social, Physical and Cultural Determinants of Health: Their Incorporation into Actuarial Data and Workstreams
Social, Physical and Cultural Determinants of Health: Their Incorporation into Actuarial Data and Workstreams This report provides actuaries and other professionals working with risk, data and ...- Authors: Rebecca Owen, Sara Teppema, Society of Actuaries
- Date: Apr 2023
- Competency: External Forces & Industry Knowledge; Results-Oriented Solutions
- Topics: Health & Disability; Predictive Analytics
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2023-health-meeting-session-5b
Much of the work performed by disability insurance actuaries depends on the availability of accurate and detailed data, which is not always as simple as it sounds. Explore a variety of data ...- Authors: Society of Actuaries
- Date: Jan 2024
- Competency: Technical Skills & Analytical Problem Solving
- Topics: Health & Disability; Modeling & Statistical Methods; Predictive Analytics
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2023-life-meeting-virt-session-7d
Internal modernization initiatives and external changes of the financial reporting regulations (e.g., LDTI, IFRS 17) increase the amount of validation activities for actuarial models. In ...- Authors: Society of Actuaries
- Date: Mar 2024
- Topics: Enterprise Risk Management; Financial Reporting & Accounting; Predictive Analytics
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2022-impact-virtual-session-14b
You’ve written the position papers, updated the models, and designed the required disclosures, but you may be wondering how to explain the results during interim financial reporting periods to ...- Authors: Society of Actuaries
- Date: Sep 2023
- Topics: Life Insurance; Predictive Analytics; Technology & Applications; FinTech & InsurTech
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2023-health-virtual-s05c
"Risk adjustment (RA) is a key component for CMS Medicare Advantage program and California Medicaid Managed Care program. While both RA programs follow generally accepted basic principles at ...- Date: Jan 2024
- Competency: Professional Values
- Topics: Health & Disability; Predictive Analytics; Social Insurance