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  • Update on SOA Education and Implications for University Programs
    7/17/2019 SOA Education Update STUART KLUGMAN Senior Staff Fellow, Education Agenda • ASA 2018 • ... VEE changes • Analytics exams • UCAP evaluations 2 7/17/2019 VEE ‐ Economics • There were no changes here ...

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    • Authors: Stuart Klugman
    • Date: Jul 2019
    • Competency: Communication
    • Topics: Actuarial Profession>Academic partnerships
  • Practical Aspects of Predictive Models
    Practical Aspects of Predictive Models This session will explore the practical aspects of bringing models ... error What does that tell us? Bonus Content 17 Practical Aspects of Predictive Models • Code and ...

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    • 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
  • Assessing Credibility of Predictive Model
    Assessing Credibility of Predictive Model This session will review limited fluctuation credibility, ... Cross-validation • Useful for smaller datasets 17 1 2 3 4 5 6 Model fit • R2 • Log-likelihood/AIC/BIC ...

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    • Authors: Stuart Klugman, Matthias Kullowatz
    • Date: Nov 2019
    • Competency: Technical Skills & Analytical Problem Solving
  • Technical Skills and Analytical Problem-Solving
    Technical Skills and Analytical Problem-Solving Bring your laptop to experience this deep learning ... satellite 16 8 304 150 3433 12 70 1 amc rebel sst 17 8 302 140 3449 10.5 70 1 ford torino 15 8 429 198 ...

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    • Authors: Jeff T Heaton, Stuart Klugman
    • Date: Aug 2017
  • The Role of Futurism in Creating Actuarial Models
    The Role of Futurism in Creating Actuarial Models 17 Remember, the sovereign spread is 5.75% when you ... 12% surcharge on top of the 5%. In other words, 17% and it's 12% plus 5%. So, realistically speaking ...

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    • Authors: Stuart Klugman, Mark C Rowley, Robert G Utter, Peter C Bishop
    • Date: Oct 2000
    • Competency: External Forces & Industry Knowledge; Technical Skills & Analytical Problem Solving>Innovative solutions
    • Publication Name: Record of the Society of Actuaries
  • Believe It Or Not!
    Believe It Or Not! Presenters at session ... right answer with the tools that were there. Some 17 years later, our next guest, Hans Buhlmann has the ... 17 Believe It Or Not! into difficulties when trying ...

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    • Authors: Thomas Herzog, Stuart Klugman
    • Date: Jun 1998
    • Competency: Technical Skills & Analytical Problem Solving
    • Publication Name: Record of the Society of Actuaries
    • Topics: Modeling & Statistical Methods
  • Using Case Studies in Actuarial Education
    Using Case Studies in Actuarial Education Panelists at this session of the SOA 2001 Toronto ... blue marbles; 27 of them were one blue and four red; 17 were two and three; 26 were three and two, 28 were ...

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    • Authors: Stuart Klugman, Frank Reynolds, Application Administrator, Traci Michell
    • Date: Jun 2001
    • Competency: Technical Skills & Analytical Problem Solving
    • Publication Name: Record of the Society of Actuaries
    • Topics: Actuarial Profession>Qualifications
  • Using Futurism Techniques in Planning
    Using Futurism Techniques in Planning From a session at a meeting of the Society of Actuaries held in San Diego, CA, June 22-23, 2000 This session ... 17 Mr. Tongson: Generally speaking, in the strategy ...

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    • Authors: Albert Easton, Stuart Klugman, Paul D Laporte, Timothy J Tongson
    • Date: Jun 2000
    • Competency: External Forces & Industry Knowledge>External forces and business performance; Leadership>Change management; Leadership>Influence; Relationship Management>Team leadership; Results-Oriented Solutions>Actionable recommendations; Strategic Insight and Integration>Influence decisions; Strategic Insight and Integration>Strategy development
    • Publication Name: Record of the Society of Actuaries
    • Topics: Actuarial Profession
  • Session 30: M/S - General Insurance Applications of Predictive Analytics (PA)
    Session 30: M/S - General Insurance Applications of Predictive Analytics (PA) Techniques that ... lme4 for implementation. Brian Hartman & Peng Shi 17 / 47 Linear Mixed Effects Models Linear Mixed-Effects ...

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    • Authors: Stuart Klugman, Brian Hartman
    • Date: Sep 2019
    • Competency: Technical Skills & Analytical Problem Solving
    • Topics: General Insurance (Property & Casualty)>Pricing/ratemaking - General Insurance; Modeling & Statistical Methods>Regression analysis
  • Year 2000 and Beyond: SOA New Course 7 Applied Modeling Demonstration
    Year 2000 and Beyond: SOA New Course 7 Applied Modeling Demonstration This presentation, session number 83CS at ... 7 Applied Modeling Demonstration 17 the students, but students must determine how to ...

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    • Authors: Stuart Klugman, Warren Luckner, John Mange
    • Date: Jun 1999
    • Competency: Professional Values>Practice expertise; Technical Skills & Analytical Problem Solving>Innovative solutions
    • Publication Name: Record of the Society of Actuaries
    • Topics: Actuarial Profession>Professional development; Modeling & Statistical Methods