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Calibrating Risk Score Model with Partial Credibility
regression model was the normalized cost of each individual. The outcomes for very high cost individuals ... regression model. For example, one very high-cost individual flagged for a certain condition could singlehandedly ...- Authors: Sheamus Parkes, Brad Armstrong
- Date: Oct 2015
- Competency: Results-Oriented Solutions>Actionable recommendations; 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: Expanding Horizons
- Topics: Health & Disability>Health care; Health & Disability>Health insurance; Health & Disability>Health risks; Modeling & Statistical Methods>Bayesian methods; Modeling & Statistical Methods>Data mining; Modeling & Statistical Methods>Estimation methods; Predictive Analytics
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Life Insurance for the Digital Age: An End to End View
value studies. The increased availability of individual‑level data, new sources of nontraditional information ... 08 20 09 20 10 20 11 20 12 20 13 20 14 Individual life insurance sales Average policy size # ...- Authors: Nitin Nayak, Stephen Abrokwah
- Date: Nov 2017
- Competency: Communication>Oral communication; Communication>Persuasive communication; Technical Skills & Analytical Problem Solving>Incorporate risk management; Technical Skills & Analytical Problem Solving>Innovative solutions
- Publication Name: Product Matters!
- Topics: Life Insurance>Pricing - Life Insurance; Life Insurance>Underwriting - Life Insurance; Life Insurance>Marketing and distribution - Life Insurance; Predictive Analytics
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Learning Data Science - From An Actuary’s Perspective
companies to understand risks for pricing and valuation. Actuaries are also well-known for good math ... are used to paint the profile picture of an individual, which can be used by companies to provide per- ...- Authors: Xiaochuan Li
- Date: May 2017
- Competency: Technical Skills & Analytical Problem Solving>Innovative solutions; Technical Skills & Analytical Problem Solving>Problem analysis and definition
- Publication Name: Actuary of the Future
- Topics: Actuarial Profession>Professional development; Predictive Analytics
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Company Profitability and Risk Dashboards— A Tool in the Understanding and Management of Risk, Part 2
individually. The difference between margins on individual assumptions versus aggregate margins involves ... involves considering the covariance of the individual risk factors. In VM-20, there is a provision for adjust- ...- Authors: Marianne C Purushotham, Mark Birdsall
- Date: Mar 2017
- Competency: Results-Oriented Solutions>Actionable recommendations; Technical Skills & Analytical Problem Solving>Incorporate risk management; Technical Skills & Analytical Problem Solving>Innovative solutions
- Publication Name: In The Public Interest
- Topics: Enterprise Risk Management>Financial management; Enterprise Risk Management>Risk measurement - ERM; Predictive Analytics
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Calibrating Risk Score Model with Partial Credibility
regression model was the nor- malized cost of each individual. The outcomes for very high cost individuals ... regression model. For example, one very high-cost individual flagged for a certain condition could singlehandedly ...- Authors: Sheamus Parkes, Bradley Armstrong
- Date: Jul 2015
- Competency: 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: Predictive Analytics and Futurism Newsletter
- Topics: Health & Disability>Health care; Health & Disability>Health insurance; Modeling & Statistical Methods>Bayesian methods; Modeling & Statistical Methods>Data mining; Modeling & Statistical Methods>Estimation methods; Modeling & Statistical Methods>Regression analysis; Predictive Analytics
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Improvement of Core Financial Processes with Data Science
Improvement of Core Financial Processes with Data Science Interesting ways for financial ... (ordered pairs of words) are counted in addition to individual words. Journal Entries as a Simple Bag of Accounts ...
- Date: Nov 2016
- Competency: External Forces & Industry Knowledge>General business skills; Technical Skills & Analytical Problem Solving>Innovative solutions
- Publication Name: CompAct
- Topics: Financial Reporting & Accounting; Predictive Analytics; Technology & Applications>Analytics and informatics
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Shiny: Another Step Forward in Data Democratization
relative frequency of various keywords; and a table to allow sorting, filtering to a single author ... to date. Using the search function on the data table (Figures 2 and 3), I can see there have been no ...- Authors: Eileen Sheila Burns
- Date: Apr 2018
- Competency: Technical Skills & Analytical Problem Solving>Innovative solutions
- Publication Name: Predictive Analytics and Futurism Newsletter
- Topics: Predictive Analytics
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Using Hadoop and Spark for Distributed Predictive Modeling
naïve Bayes, decision trees, k-mean, etc. (see Table 1). SparkNet, the all-star deep-learning algo- rithm ... responsible for frequency models and loss-cost models. Table 1: Comparisons of the machine learning algorithms ...- Authors: Dihui Lai, Qichun Xu
- Date: Jul 2016
- Competency: Technical Skills & Analytical Problem Solving>Innovative solutions; Technical Skills & Analytical Problem Solving>Process and technique refinement
- Publication Name: Predictive Analytics and Futurism Newsletter
- Topics: Modeling & Statistical Methods>Data mining; Predictive Analytics
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Extracting Medical Data From Wikipedia
to store our data. Table 1 is an example on how the UNNI codes can be stored. Table 1 Stored UNNI Codes ... org/enwiki/latest/ 2 https://github.com/AlexAndrei98/ Table 2 Stored Diseases, Codes and Meds ...- Authors: Alexandru Andrei
- Date: Dec 2018
- Competency: Technical Skills & Analytical Problem Solving>Innovative solutions
- Publication Name: Predictive Analytics and Futurism Newsletter
- Topics: Predictive Analytics
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The Where of Data Visualization
The Where of Data Visualization This article concentrates on websites that can help you improve ... one’s eyes wince in pain. This is a tumblr, so individual posts are usually a key graphic and a link to ...
- Authors: Mary Campbell
- Date: Nov 2016
- Competency: Communication>Written communication; Technical Skills & Analytical Problem Solving>Innovative solutions
- Publication Name: CompAct
- Topics: Predictive Analytics; Technology & Applications>Analytics and informatics