Actuarial Science¶
Actuarial Science Map of Content houses all notes related to Actuarial Science in general.
Contents¶
- Mindmap View
- Related Maps of Content
- Notes about Actuarial Science
- Master Resource List
- General Reference
- Practice and Theory
- Analytics and Statistics
- Development
- Tools
- Data
- Organizations
- References and Academic Papers
- Appendix: Dataviews
- [[#Appendix: Dataviews#Tagged as Topic/Actuarial|Tagged as Topic/Actuarial]]
- Links to this File
Mindmap View¶
Related Maps of Content¶
Notes about Actuarial Science¶
Master Resource List¶
General Reference¶
- Actuarial Acronyms and Definitions
Practice and Theory¶
- Property Casualty Loss Reserving Methodologies
- Loss Triangles
- Interest Rate Theory
- Loss Data Analytics
- Actuarial Exams
- Property Casualty vs Life Insurance
- Self Insurance and Captive Insurance
- Interpolation of Cumulative Loss Development Factors
- Discounting Cash Flows
- Excess Loss Factors
- Actuarial Risk Allocation
- Non-Life Actuarial Coverages
- Actuarial Experience Studies
- Free Actuarial System for Loss Reserving
- Credibility Theory
Analytics and Statistics¶
- Probability Theory
- Bayesian Statistics
- Loss Data Analytics
- Credibility Theory
- Machine Learning
- Generalized Linear Models
- Generalized Additive Models
- Neural Networks
- Random Forest Algorithms
Development¶
- Simulating Actuarial Claims Data with R
- Actuarial Data Science and Financial Modeling with Microsoft Azure
- Actuarial Rate Indications Automation
- Miniature Insurance Economic Simulator
- Property Casualty Data Model
- R Shiny - The Big Long - An Interactive Actuarial Simulation
- Data Warehouse for Insurance
- Problems with No-Code and Low-Code Tools
- Actuarial Development Master Resource List
Tools¶
R¶
See Also: 2-Areas/MOCs/R | Data Science
- R Package - ChainLadder
- R Package - deeptriangle
- R Package - simulationmachine
- R Package - rsvr
- R Package - imaginator
- R Package - raw
- R Package - insurancerating
- R Package - conjuror
- R Package - casdown
- R Package - casdata
- R Package - actuar
- R Package - cascsim
R Shiny¶
Python¶
- 3-Resources/Tools/Python/Python Packages 1/Python Package - ChainLadder
- 3-Resources/Tools/Python/Python Packages 1/Python Package - tryangle
- Python Package - trikit
Data¶
- Property Casualty Data Model
- R - Simulate Actuarial Claims Data - Simulation R Script
- Actuarial Property Casualty Data Thoughts
- Data Warehousing for Insurance Data
- Data Warehouse for Insurance
- Data Science Lifecycle
Organizations¶
- CAS - Casualty Actuarial Society
- SOA - Society of Actuaries
- KasaAI GitHub Organization
- PirateGrunt GitHub Organization
- Open Actuarial
- Actuarial Voodoo
References and Academic Papers¶
- Badounas and Pitselis - 2020 - Loss Reserving Estimation With Correlated Run-Off .pdf
- Adesina et al. - 2018 - USING R FOR ACTUARIAL ANALYSIS IN VALUATION AND RE.pdf
- Barnett and Zehnwirth - Best Estimates for Reserves.pdf
- Carrato et al. - Claims reserving with R ChainLadder-0.2.5 Package.pdf
- Dutang and Goulet - Simulation of insurance data with actuar.pdf
- 3-Resources/Citations/Actuarial Science/files/154/Gabrielli and Wüthrich - Individual Claims Simulation Machine Description .pdf
- Goldburd et al. - GENERALIZED LINEAR MODELS FOR INSURANCE RATING Sec.pdf
- Gross - Individual Claim Development Models and Detailed A.pdf
- Jong and Heller - GENERALIZED LINEAR MODELS FOR INSURANCE DATA.pdf
- Koissi - 2019 - Emerging Data Analytics Techniques with Actuarial .pdf
- Krumenaker and Bukhbinder - 111-29 Developing Data Marts and Web-Enabled OLAP.pdf
- 3-Resources/Citations/Actuarial Science/files/170/Kuo - 2019 - DeepTriangle A Deep Learning Approach to Loss Res.pdf
- Lekhak - Relational Database Design with an Auto Insurance .pdf
- Murphy - Unbiased Loss Development Factors.pdf
- Narayan - 2010 - Anatomy of Actuarial Methods of Loss Reserving.pdf
- Parodi - 2014 - Triangle-free reserving A non-traditional framewor.pdf
- Pentikainen and Rantala - A SIMULATION PROCEDURE FOR COMPARING DIFFERENT CLA.pdf
- Pettifer and Pettifer - A Practical Guide to Commercial Insurance Pricing.pdf
Appendix: Dataviews¶
Tagged as Topic/Actuarial¶
list from #Topic/Actuarial AND -"Templates" AND -"MOCs" AND -"Changelog"
Links to this File¶
list from [[Actuarial Science]] AND -"Changelog" AND -"Actuarial Science"