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Session 174: R 101: Available Actuarial Packages & Creating Reproducible Actuarial Analyses
Studio R Markdown (.rmd) R Script (.r) Markdown Report (.html,.pdf,.docx) Graphs/Plots Data Objects ... com/hanewinckel/AnnualMeeting2019-R101 pdf of rmarkown report also contains links to cheat sheets: https://rstudio ...- Authors: Nicholas Hanewinckel, Matthew Zhang, Hadrien Dykiel, Ron Curran
- Date: Mar 2020
- Competency: Technical Skills & Analytical Problem Solving
- Topics: Experience Studies & Data; Experience Studies & Data>Mortality; Modeling & Statistical Methods
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What Actuaries Can Learn from Data Scientists
business understanding (e.g., post-level term mortality for life Insurance, or the implications of no-fault ... scientist with SCOR Global Life Americas. He has worked in predictive analytics for life insurance for several ...- Authors: Nicholas Hanewinckel
- Date: Aug 2021
- Competency: Relationship Management; Technical Skills & Analytical Problem Solving
- Publication Name: Predictive Analytics and Futurism Newsletter
- Topics: FinTech & InsurTech; Predictive Analytics>Programming languages & tools; Predictive Analytics>Quality control & model governance
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Practical Aspects of Predictive Models
taken to represent those of Securian Financial Group. SECURIAN FINANCIAL | 3 Agenda • A bit about ... Securian Late 2010: Predictive modeling study group formed 2013: Engaged with IBM for small scale ...- Authors: Qichun Xu, Talex Diede, Nicholas Hanewinckel, Gary Hatfield, Stuart Klugman
- Date: Nov 2019
- Competency: Results-Oriented Solutions
- Topics: Technology & Applications>Computer science; Technology & Applications>Software
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Exploiting While Exploring: An Introduction to Bayesian Optimization
parameters for Bayesian Hyperparameter Optimization in a Life Insurance context. By Nick Hanewinckel Predictive ... the space near prior optimal results). Example—Mortality Model For our example, we will use an xgboost ...- Authors: Nicholas Hanewinckel
- Date: Jun 2021
- Competency: Results-Oriented Solutions; Technical Skills & Analytical Problem Solving
- Publication Name: Predictive Analytics and Futurism Newsletter
- Topics: Life Insurance; Predictive Analytics>Modeling techniques; Predictive Analytics>Programming languages & tools
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Kinky Business: Nonlinear Relationships in Linear Models
(P&C—frequency/severity) and Cox Proportional Hazards (Life—Survival). Due to the complexity and open-ended ... two and compare their results in a simulated mortality example. Readers are encouraged to research the ...- Authors: Nicholas Hanewinckel
- Date: Jun 2020
- Competency: Results-Oriented Solutions; Technical Skills & Analytical Problem Solving
- Publication Name: Predictive Analytics and Futurism Newsletter