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  • End of an Era
    End of an Era Describing my experience of serving on a section council. Reflecting on some ... in journalism. My current company is a growing, dynamic company. We are constantly trying to use our working ...

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    • Authors: Jonathan M Pollio
    • Date: Aug 2021
    • Competency: External Forces & Industry Knowledge; Relationship Management
    • Publication Name: Small Talk
    • Topics: Actuarial Profession
  • Several Ways to Improve Your Use of Excel for Actuarial Production
    Several Ways to Improve Your Use of Excel for Actuarial Production This article offers ways to ... excess mortality in one cell, and even created dynamic ranges for it so that it adjusts to copying and ...

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    • Authors: Stephan Mathys
    • Date: Jun 2021
    • Competency: Technical Skills & Analytical Problem Solving
    • Publication Name: Small Talk
    • Topics: Technology & Applications>Business intelligence; Technology & Applications>Software; Technology & Applications>Visualization
  • Small Talk, September 2017, Issue 48
    some assumption types are better handled through dynamic functions than by A/E ratios (such as flexible ... setting assumptions and margins and developing dynamic functions to use in modeling. Using the multi-risk ...

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    • Date: Sep 2017
    • Competency: Technical Skills & Analytical Problem Solving>Incorporate risk management; Technical Skills & Analytical Problem Solving>Innovative solutions; Technical Skills & Analytical Problem Solving>Problem analysis and definition; Technical Skills & Analytical Problem Solving>Process and technique refinement
    • Publication Name: Small Talk
    • Topics: Technology & Applications>Analytics and informatics
  • Using Relevant Experience Data to Increase Credibility and Reduce Margins
    qualifying for tax-related advantages; and 4. Dynamic policyholder behavior functions reflecting scenario- ... the significant predictors of experi- ence and dynamic policyholder behavior functions that will serve ...

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    • Authors: Mark Birdsall, Marianne C Purushotham
    • Date: Sep 2017
    • Competency: External Forces & Industry Knowledge>Actuarial theory in business context; Professional Values>Practice expertise; Technical Skills & Analytical Problem Solving>Innovative solutions
    • Publication Name: Small Talk
    • Topics: Actuarial Profession>Best practices; Enterprise Risk Management>Risk measurement - ERM; Experience Studies & Data>Mortality; Life Insurance>Pricing - Life Insurance; Life Insurance>Reserves - Life Insurance
  • June Webinar Topic: Sensitivity Testing and Setting Margins, Plus a Fully Stochastic PBR Method
    some assumption types are better handled through dynamic functions than by A/E ratios (such as flexible ... setting assumptions and margins and developing dynamic functions to use in modeling. Using the multi-risk ...

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    • Authors: Mark Birdsall
    • Date: Sep 2017
    • Competency: Professional Values>Practice expertise; Technical Skills & Analytical Problem Solving>Innovative solutions; Technical Skills & Analytical Problem Solving>Process and technique refinement
    • Publication Name: Small Talk
    • Topics: Life Insurance>Reserves - Life Insurance; Modeling & Statistical Methods>Scenario generation; Modeling & Statistical Methods>Sensitivity testing; Modeling & Statistical Methods>Stochastic models
  • Small Talk, March 2017, Issue 47
    historical results for key risks • Developing dynamic functions for key risks • Quantifying and ranking ... the Limited Fluctuation method. Developing Dynamic Functions for Key Risks Having set the central ...

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    • Authors: Society of Actuaries
    • Date: Mar 2017
    • Competency: Technical Skills & Analytical Problem Solving>Incorporate risk management; Technical Skills & Analytical Problem Solving>Innovative solutions; Technical Skills & Analytical Problem Solving>Problem analysis and definition; Technical Skills & Analytical Problem Solving>Process and technique refinement
    • Publication Name: Small Talk
    • Topics: Technology & Applications>Analytics and informatics
  • Article Title * Benefits of Volunteering with Small Co
    Article Title * Benefits of Volunteering with Small Co Have you recently considered volunteering ... soon learned that the beauty of the SmallCo dynamic is that you can contribute as much or as little ...

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    • Authors: Kenneth Shepherd
    • Date: Mar 2016
    • Competency: Leadership>Professional network leverage; Leadership>Thought leadership; Relationship Management>Relationships and trust; Relationship Management>Team leadership
    • Publication Name: Small Talk
    • Topics: Actuarial Profession>Professional development
  • Representative Scenarios Method (RSM) Part 2-Field Testing the RSM
    interest KRD reflects the impact of both dynamic lapse and dynamic GLIB utilization in response to interest ... desirable to separate out the impact of dynamic lapse and dynamic GLIB utilization from the in- terest KRD ...

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    • Authors: Mark Birdsall, Stephen Strommen
    • Date: Mar 2016
    • Competency: Leadership>Influence; Leadership>Thought leadership; Technical Skills & Analytical Problem Solving>Incorporate risk management; Technical Skills & Analytical Problem Solving>Innovative solutions
    • Publication Name: Small Talk
    • Topics: Annuities>Reserves - Annuities; Enterprise Risk Management>Risk measurement - ERM; Life Insurance>Reserves - Life Insurance
  • Small Talk
    interest KRD reflects the impact of both dynamic lapse and dynamic GLIB utilization in response to interest ... desirable to separate out the impact of dynamic lapse and dynamic GLIB utilization from the in- terest KRD ...

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    • Authors: Society of Actuaries
    • Date: Mar 2016
    • Competency: External Forces & Industry Knowledge>Actuarial methods in business operations; External Forces & Industry Knowledge>External forces and business performance; External Forces & Industry Knowledge>Internal forces and business performance; Leadership>Influence; Leadership>Professional network leverage; Leadership>Thought leadership; Relationship Management>Relationships and trust; Relationship Management>Staff management and motivation; Relationship Management>Team leadership; Strategic Insight and Integration>Big picture view; Strategic Insight and Integration>Influence decisions; Technical Skills & Analytical Problem Solving>Incorporate risk management; Technical Skills & Analytical Problem Solving>Innovative solutions
    • Publication Name: Small Talk
    • Topics: Actuarial Profession>Best practices; Actuarial Profession>Professional development; Annuities; Enterprise Risk Management>Risk measurement - ERM; Enterprise Risk Management>Strategic risks; Life Insurance>Reserves - Life Insurance; Public Policy
  • Small Talk, March 2015 - Issue 43
    Mortality Assumptions Premium Persistency Lapse Dynamic Lapse Formula Competitor Rate Variable Account ... in the insurance industry remain volatile and dynamic, readers are strongly encouraged to read email ...

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    • Authors: Karen Perry
    • Date: Mar 2015
    • Publication Name: Small Talk
  • Regulatory Update for 2014
    Regulatory Update for 2014 Regulatory Developments Applicable to Small Company Actuaries pba;pbr;life ... in the insurance industry remain volatile and dynamic, readers are strongly encouraged to read email ...

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    • Authors: Norman E Hill
    • Date: Mar 2015
    • Publication Name: Small Talk
  • VM Reporting Requirement for a Company with Low-Risk-Profile Products
    VM Reporting Requirement for a Company with Low-Risk-Profile Products To comply with VM reporting ... Mortality Assumptions Premium Persistency Lapse Dynamic Lapse Formula Competitor Rate Variable Account ...

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    • Authors: Bryan Amburn, Stefanie Porta, Timothy Cardinal
    • Date: Feb 2015
    • Publication Name: Small Talk
  • September 2014 Small Talk
    September 2014 Small Talk Small Talk September Issue 6442456981 9/1/2014 12:00:00 AM ... in the insurance industry remain volatile and dynamic, readers are strongly encouraged to read email ...

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    • Authors: Society of Actuaries
    • Date: Sep 2014
    • Publication Name: Small Talk
  • Regulatory Update, First Six Months 2014
    Regulatory Update, First Six Months 2014 Regulatory Update, First Six Months 2014 Principles-based ... in the insurance industry remain volatile and dynamic, readers are strongly encouraged to read email ...

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    • Authors: Norman E Hill
    • Date: Sep 2014
    • Publication Name: Small Talk
  • Small Talk, March 2014, Issue 41
    Small Talk, March 2014, Issue 41 Complete issue of the March 2014 Small Talk newsletter. 6442453843 ... Since events in the industry remain volatile and dynamic, readers are strongly encouraged to read email ...

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    • Authors: Society of Actuaries
    • Date: Mar 2014
    • Publication Name: Small Talk
  • Regulatory Update for 2013
    Regulatory Update for 2013 The article summarizes recent regulatory discussions of interest to ... Since events in the industry remain volatile and dynamic, readers are strongly encouraged to read email ...

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    • Authors: Norman E Hill
    • Date: Mar 2014
    • Competency: External Forces & Industry Knowledge
    • Publication Name: Small Talk
    • Topics: Financial Reporting & Accounting>Statutory accounting
  • Small Talk, September 2013, Issue No. 40
    a departure from current tables in that it is dynamic and requires the use of projection factors. The ... above, we are also on the POG for the project “Dynamic Policyholder Behavior.” It is likely that we will ...

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    • Authors: Society of Actuaries
    • Date: Sep 2013
    • Publication Name: Small Talk
  • Chairpersons Corner Another Good Year for SmallCo
    Chairpersons Corner Another Good Year for SmallCo A review of the major activities and accomplishments ... above, we are also on the POG for the project “Dynamic Policyholder Behavior.” It is likely that we will ...

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    • Authors: Mark C Rowley
    • Date: Sep 2013
    • Competency: External Forces & Industry Knowledge
    • Publication Name: Small Talk
    • Topics: Financial Reporting & Accounting>Statutory accounting
  • Update on Mortality Tables and Application
    a departure from current tables in that it is dynamic and requires the use of projection factors. The ... each valuation date. This makes the table more dynamic with the intention to keep the table from becoming ...

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    • Authors: Mary J Bahna-Nolan
    • Date: Sep 2013
    • Competency: Technical Skills & Analytical Problem Solving
    • Publication Name: Small Talk
    • Topics: Annuities>Reserves - Annuities; Experience Studies & Data>Mortality
  • Current Trends in Asset Adequacy Testing
    method is to review for reasonableness. Some dynamic validation occurs but to a much lesser degree ... up to five listed assumptions. It appears that dynamic lapses is the assumption that concerns the appointed ...

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    • Authors: Leon Langlitz
    • Date: Sep 2013
    • Competency: Technical Skills & Analytical Problem Solving>Process and technique refinement
    • Publication Name: Small Talk
    • Topics: Actuarial Profession>Best practices
  • Small Talk Newsletter, Issue 38, October 2012
    when rates were high, par life modeled without dynamic dividend scales and universal life (UL) with relatively ... a prescribed average historic formula for a dynamic mean reversion rate for 20- year treasuries. 4 ...

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    • Authors: Society of Actuaries
    • Date: Oct 2012
    • Publication Name: Small Talk
  • Blast Emails Get SmallCo News Out Faster
    Blast Emails Get SmallCo News Out Faster Excerpts of blast emails sent out by the SmallCo ... insurance departments, unless they were filed with dynamic nonforfeiture information. It is a good practice ...

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    • Authors: Mark C Rowley
    • Date: Oct 2012
    • Competency: External Forces & Industry Knowledge>External forces and business performance
    • Publication Name: Small Talk
  • Regulatory Update
    Regulatory Update This regulatory update covers topics such as the solvency modernization initiative, ... a prescribed average historic formula for a dynamic mean reversion rate for 20- year treasuries. 4 ...

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    • Authors: Norman E Hill
    • Date: Oct 2012
    • Competency: Professional Values>Ethical standards
    • Publication Name: Small Talk
  • The Problem of Setting Up Additional Reserves
    The Problem of Setting Up Additional Reserves A discussion of the three kinds of reserve ... when rates were high, par life modeled without dynamic dividend scales and universal life (UL) with relatively ...

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    • Authors: A Hemphill, Robert Guth, Donald Walker
    • Date: Oct 2012
    • Competency: External Forces & Industry Knowledge>External forces and business performance
    • Publication Name: Small Talk
    • Topics: Finance & Investments>Economic value
  • stn-2012-iss37-2
    traditional products and risks of yesterday. Faced with dynamic flexible products sensitive to interest rates, ... as models have become more complex and more dynamic, requiring market-consistent or current assumption ...
    • Date: Jan 2012
    • Publication Name: Small Talk
  • Small Talk Newsletter, Issue 37, January 2012
    traditional products and risks of yesterday. Faced with dynamic flexible products sensitive to interest rates, ... as models have become more complex and more dynamic, requiring market-consistent or current assumption ...

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    • Authors: Society of Actuaries
    • Date: Jan 2012
    • Publication Name: Small Talk
  • Managing Model Risk
    traditional products and risks of yesterday. Faced with dynamic flexible products sensitive to interest rates, ... as models have become more complex and more dynamic, requiring market-consistent or current assumption ...

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    • Authors: Trevor Howes
    • Date: Jan 2012
    • Competency: Technical Skills & Analytical Problem Solving
    • Publication Name: Small Talk
    • Topics: Modeling & Statistical Methods
  • Adventures in 2008 Cash Flow Testing
    Adventures in 2008 Cash Flow Testing This article provides some insights into the creativity employed ... down scenarios, and modeled dividends were not dynamic, there was an explanation, and further work ...

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    • Authors: Sharon Giffen, Donald Walker
    • Date: Jun 2009
    • Competency: External Forces & Industry Knowledge>External forces and business performance; Technical Skills & Analytical Problem Solving>Innovative solutions
    • Publication Name: Small Talk
    • Topics: Life Insurance>Reserves - Life Insurance
  • Smaller Insurance Company Newsletter Small Talk June 2009, Issue 32
    Smaller Insurance Company Newsletter Small Talk June 2009, Issue 32 June 2009 issue of the Smaller ... down scenarios, and modeled dividends were not dynamic, there was an explanation, and further work ...

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    • Authors: Society of Actuaries
    • Date: Jun 2009
    • Publication Name: Small Talk
  • Principle-Based Reserves PBR – More Trends, But Not Resolution
    factor redundancy and includes a substantial dynamic element. This argument applies equally to fund ... issue, such interest rates represent a form of dynamic adjustment. 3. When new mortality tables are ...

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    • Authors: Norman E Hill
    • Date: Dec 2008
    • Competency: External Forces & Industry Knowledge>Actuarial theory in business context
    • Publication Name: Small Talk
    • Topics: Financial Reporting & Accounting>Statutory accounting
  • Small Talk, December 2008, Issue Number 31
    factor redundancy and includes a substantial dynamic element. This argument applies equally to fund ... issue, such interest rates represent a form of dynamic adjustment. 3. When new mortality tables are ...

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    • Authors: Society of Actuaries
    • Date: Dec 2008
    • Publication Name: Small Talk
  • Smaller Insurance Company Newsletter (Small Talk) June 2008, Issue 30
    Corporate Governance—With PBR re- serves and dynamic assumptions, a related question is: What responsibility ... of policyholder behavior (lapse) rates. 2. Dynamic assumptions that may vary each valuation year ...

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    • Authors: Society of Actuaries
    • Date: Jun 2008
    • Publication Name: Small Talk
  • Principle-Based Approach – Still A Work in Process
    Corporate Governance—With PBR re- serves and dynamic assumptions, a related question is: What responsibility ... of policyholder behavior (lapse) rates. 2. Dynamic assumptions that may vary each valuation year ...

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    • Authors: Norman E Hill
    • Date: Jun 2008
    • Competency: External Forces & Industry Knowledge>Actuarial theory in business context
    • Publication Name: Small Talk
    • Topics: Financial Reporting & Accounting>Statutory accounting
  • Sharpen Your Competitive Edge with Retirement Options for Annuities
    Sharpen Your Competitive Edge with Retirement Options for Annuities This article discusses the ... saved, retirement income planning is becoming a dynamic busi- ness opportunity area right now. How Can ...

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    • Authors: Wendy McCullough
    • Date: Jun 2008
    • Competency: External Forces & Industry Knowledge>Actuarial methods in business operations
    • Publication Name: Small Talk
    • Topics: Pensions & Retirement>Retirement risks
  • Small Talk Newsletter, November 2007, Issue No. 29
    end of the cur- rent tax year.The effect of the dynamic valuation aspects of PBR on the “10-year spread” ... have argued that if reserves are computed using dynamic assumptions, then a change in assumptions does ...

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    • Authors: Mark Birdsall, Christian J DesRochers, Norman E Hill, Terry Long, James Thompson, Donald Walker, Steven Siegel, ADAM ALLEN WHITE, Meg Weber, Jeffrey B Norris
    • Date: Nov 2007
    • Publication Name: Small Talk
  • Tax Uncertainty Swirls Around Principles-Based Reserves
    end of the cur- rent tax year.The effect of the dynamic valuation aspects of PBR on the “10-year spread” ... have argued that if reserves are computed using dynamic assumptions, then a change in assumptions does ...

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    • Authors: Christian J DesRochers
    • Date: Nov 2007
    • Competency: External Forces & Industry Knowledge>Actuarial theory in business context
    • Publication Name: Small Talk
    • Topics: Financial Reporting & Accounting>Tax accounting; Life Insurance>Reserves - Life Insurance
  • Small Talk Newsletter, June 2007, Issue No. 28
    VACARVM, dynamic hedging “will not work.” (However, I be- lieve the assumption of dynamic hedging is ... both changing market conditions and the company’s dynamic liability ex- posures, will generally enhance the ...

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    • Authors: Society of Actuaries, Mark Birdsall, Norman E Hill, Cary O Lakenbach, Leon Langlitz, Raymond Ted Schlude, James Thompson, Ronora Stryker, Meg Weber, Arthur Aaronson
    • Date: Jun 2007
    • Publication Name: Small Talk
  • Update on Preferredand PreNeed ValuationMortality Tables
    Update on Preferredand PreNeed ValuationMortality Tables Two committees continue work on experience ... tables needed to form a founda- tion for more dynamic reserves. Over the remainder of this year, we ...

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    • Authors: Roger Annin
    • Date: Jun 2006
    • Competency: External Forces & Industry Knowledge
    • Publication Name: Small Talk
    • Topics: Experience Studies & Data>Mortality
  • Small Talk Newsletter, June 2006, Issue No. 26
    confusing. (iv) Illustration of Modeling without Dynamic Hedging: This request for supplemental information ... policyholder behavior is re- flected directly in dynamic assumptions and/or sensitivity testing. – The ...

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    • Authors: Roger Annin, Christopher Davis, Norman E Hill, W Howell Pugh, Raymond Ted Schlude, James Thompson, Philip Velazquez
    • Date: Jun 2006
    • Publication Name: Small Talk
  • Small Talk Newsletter, November 2005, Issue No. 25
    2001 CSO Male Composite Ultimate Table, with dynamic valuation inter- est rates and the Commissioner’s ... and longer. The interest rate to be used is the dynamic “whole life” rate. A follow-up study to the 1997 ...

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    • Authors: Society of Actuaries, Roger Annin, Christopher Hause, Norman E Hill, Terry Long, James Thompson, Philip Velazquez, Daniel Winslow, Denise Love, Donna K Ferguson
    • Date: Nov 2005
    • Publication Name: Small Talk
  • What’s New in Credit Insurance?
    2001 CSO Male Composite Ultimate Table, with dynamic valuation inter- est rates and the Commissioner’s ... and longer. The interest rate to be used is the dynamic “whole life” rate. A follow-up study to the 1997 ...

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    • Authors: Christopher Hause
    • Date: Nov 2005
    • Competency: External Forces & Industry Knowledge
    • Publication Name: Small Talk
    • Topics: Health & Disability; Life Insurance
  • Small Talk Newsletter, November 2004, Issue No. 23
    those cases where the liability cash flows are dynamic. Actuaries have evolved a sophisticated asset-liability ... recognition as risk experts. Risk management is dynamic and action-oriented. It in- volves making choices ...

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    • Authors: Jay Jaffe, Allen Klein, Leon Langlitz, Mark C Rowley, Kenton L Scheiwe, Robert Shapiro, David V Smith, James Thompson, Tamora Kapeller, Narayan S Shankar, Peter Hitchcock, Amy Pahl, Peter W Mattingly
    • Date: Nov 2004
    • Publication Name: Small Talk
  • The New Risk Management Professionals
    those cases where the liability cash flows are dynamic. Actuaries have evolved a sophisticated asset-liability ... recognition as risk experts. Risk management is dynamic and action-oriented. It in- volves making choices ...

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    • Authors: Narayan S Shankar
    • Date: Nov 2004
    • Competency: Professional Values>Practice expertise; Technical Skills & Analytical Problem Solving>Incorporate risk management
    • Publication Name: Small Talk
    • Topics: Enterprise Risk Management; Enterprise Risk Management>Capital management - ERM; Enterprise Risk Management>Portfolio management - ERM
  • Modeling of Economic Series Coordinated with Interest Rate Scenarios Project
    Modeling of Economic Series Coordinated with Interest Rate Scenarios Project This article ... with Interest Rate Scenarios. Cash flow testing;Dynamic simulation models;Stochastic models; 11155 6/1/2002 ...

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    • Authors: Steven Siegel
    • Date: Jun 2002
    • Competency: Technical Skills & Analytical Problem Solving>Innovative solutions
    • Publication Name: Small Talk
    • Topics: Modeling & Statistical Methods>Scenario generation; Technology & Applications>Software
  • Small Talk Newsletter, June 2002, Issue No. 18
    Small Talk Newsletter, June 2002, Issue No. 18 Full version of Small Talk Newsletter, June ... techniques for generating economic scenarios in a dynamic financial analysis model or a cash flow test. As ...

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    • Authors: Karen Rudolph, Godfrey Perrott, James Thompson, Maria Thomson, Steven Siegel, Scott J Cipinko, R. Dale Hall, Robert Stone, John Riley
    • Date: Jun 2002
    • Publication Name: Small Talk
  • Small Talk Newsletter, May 2001, Issue No. 17
    Small Talk Newsletter, May 2001, Issue No. 17 Full version of Small Talk Newsletter, May 2001, ... ten years. The Society of Actuaries published a Dynamic Financial Condition Analysis Handbook in May 1996 ...

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    • Authors: Robert J Butler, Anson Glacy, John Kerper, John Ladley, Jon E Niehus, Steven Ostlund, Edward J Slaby, James Thompson, Alex Zeid, Lawrence Garvey
    • Date: May 2001
    • Publication Name: Small Talk
  • Life Liquidity Risk
    Life Liquidity Risk Discusses the current activities of the Life Liquidity Risk Working Group ... ten years. The Society of Actuaries published a Dynamic Financial Condition Analysis Handbook in May 1996 ...

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    • Authors: Jon E Niehus
    • Date: May 2001
    • Competency: External Forces & Industry Knowledge
    • Publication Name: Small Talk
    • Topics: Life Insurance
  • Price, Ease of Use Are Keys to Online Selling
    Price, Ease of Use Are Keys to Online Selling Discusses attributes of online selling. Online ... online banking, online trading and insurance. That dynamic was clearly evident in the first half of 1999, ...

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    • Authors: Kevin Keegan
    • Date: Sep 1999
    • Competency: External Forces & Industry Knowledge
    • Publication Name: Small Talk
    • Topics: Life Insurance>Marketing and distribution - Life Insurance
  • Small Talk Newsletter, September 1999, Issue No. 14
    Small Talk Newsletter, September 1999, Issue No. 14 Full version of Small Talk Newsletter, ... online banking, online trading and insurance. That dynamic was clearly evident in the first half of 1999, ...

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    • Authors: Norma Y Christopher, Christian J DesRochers, Norman E Hill, John M O'Sullivan, James Thompson, Scott J Cipinko, Tim Pease, Kevin Keegan, Ara C Trembly
    • Date: Sep 1999
    • Publication Name: Small Talk
  • Modeling CMOs
    Modeling CMOs This article suggests ways for small insurance companies to obtain modeling information ... you to enter either a constant PSA level or a dynamic vector of PSAs into the system and then have the ...

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    • Authors: DALE ALLEN HALL
    • Date: May 1998
    • Competency: External Forces & Industry Knowledge; Technical Skills & Analytical Problem Solving
    • Publication Name: Small Talk
    • Topics: Finance & Investments; Modeling & Statistical Methods>Asset modeling
  • Small Talk Newsletter, May 1998, Issue No. 11.
    Small Talk Newsletter, May 1998, Issue No. 11. Full version of Small Talk Newsletter, May 1998, ... isfy another objective of a new valuation law for dynamic financial information. New business projections ...

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    • Authors: Christian J DesRochers, Jerry Enoch, Anson Glacy, R Thomas Herget, Norman E Hill, Paul J Sulek, James Thompson, Thomas P Tierney, Teri Geske, DALE ALLEN HALL, JOHN WADE, D A D'Annunzio, Joel Lantzman
    • Date: May 1998
    • Publication Name: Small Talk
  • Approach in Drafting a Unified Valuation Law - Issues without End
    Approach in Drafting a Unified Valuation Law - Issues without End This article explains the ... isfy another objective of a new valuation law for dynamic financial information. New business projections ...

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    • Authors: Norman E Hill
    • Date: May 1998
    • Competency: External Forces & Industry Knowledge
    • Publication Name: Small Talk
    • Topics: Financial Reporting & Accounting>Statutory accounting