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Delta Boosting Machine with Application to General Insurance
Delta Boosting Machine with Application to General Insurance This research report introduces Delta Boosting as a new member of the boosting family. Machine learning;Insurance;Predictive modeling; ...- Authors: Society of Actuaries
- Date: Apr 2017
- Competency: External Forces & Industry Knowledge
- Topics: General Insurance (Property & Casualty)
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U.S. Public Pension Plan Contribution Analysis
U.S. Public Pension Plan Contribution Analysis This study explores whether public pension plans have contributed enough to reduce unfunded liabilities, absent other influences such as investment ...- Authors: Society of Actuaries
- Date: Jun 2017
- Competency: External Forces & Industry Knowledge
- Topics: Pensions & Retirement>Defined benefit plans; Pensions & Retirement>Funding
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Beyond Actual to Table: Models in Experience Studies
Beyond Actual to Table: Models in Experience Studies This paper demonstrates an approach of modeling experience, and then interpreting the model and residual errors. Predictive analytics;Actual ...- Authors: Society of Actuaries
- Date: Mar 2018
- Competency: Technical Skills & Analytical Problem Solving>Process and technique refinement
- Topics: Modeling & Statistical Methods>Modeling efficiency
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Premium Distribution and Market Competitiveness Under Rate Regulation
Premium Distribution and Market Competitiveness Under Rate Regulation This report concerns optimal new business written premium mix at the firm and state levels under varying competitive ...- Authors: Society of Actuaries
- Date: Apr 2018
- Competency: External Forces & Industry Knowledge
- Topics: General Insurance (Property & Casualty)
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Provider Networks – Actuarial Perspective on Performance In and Out of Exchanges
Provider Networks – Actuarial Perspective on Performance In and Out of Exchanges A research report describing aspects of provider network performance in health care settings with particular focus ...- Authors: Society of Actuaries
- Date: Mar 2018
- Competency: External Forces & Industry Knowledge
- Topics: Health & Disability>Health insurance
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U.S. Motor Vehicle Accident Deaths 1999-2016
U.S. Motor Vehicle Accident Deaths 1999-2016 This report examines historical U.S. motor vehicle accident mortality experience by age, gender, region, and other factors. Population mortality; ...- Authors: Society of Actuaries
- Date: Nov 2018
- Competency: External Forces & Industry Knowledge
- Topics: Experience Studies & Data>Mortality
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HCCI Annual Health Care Cost and Utilization Report
HCCI Annual Health Care Cost and Utilization Report This report illustrates employer group commercial health care costs and trends from 2013 – 2017. February 2019 This is a summary analysis of ...- Date: Feb 2019
- Competency: External Forces & Industry Knowledge
- Topics: Health & Disability
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A Tour of AI Technologies in Time Series Prediction
A Tour of AI Technologies in Time Series Prediction In this report, we will try to provide an in-depth review of current Machine Learning and Deep Learning models and will explain how those ...- Date: Jul 2019
- Competency: External Forces & Industry Knowledge
- Topics: Actuarial Profession
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An Update on the Outlook for Automated Vehicle Systems
An Update on the Outlook for Automated Vehicle Systems An Update on the Outlook for Automated Vehicle Systems The popular press plays an important role in public perception regarding automated ...- Authors: Society of Actuaries
- Date: Oct 2019
- Competency: External Forces & Industry Knowledge
- Topics: Technology & Applications
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2019 Universal Life with Secondary Guarantees Survey
2019 Universal Life with Secondary Guarantees Survey Report summarizing the results of the 2019 PBITT UL with Secondary Guarantees Survey. Policyholder behavior, Secondary guarantees, Universal ...- Authors: Society of Actuaries
- Date: Dec 2019
- Competency: External Forces & Industry Knowledge
- Topics: Enterprise Risk Management; Life Insurance>Policyholder behavior - Life Insurance; Life Insurance>Secondary guarantees; Life Insurance>Universal life