SlideShare une entreprise Scribd logo
1  sur  11
Predictive Modeling  for Actuaries By Claude Penland, Associate of the Casualty Actuarial Society www.PredNews.com
Our plan ,[object Object]
Example 1 ,[object Object],[object Object]
Example 2 ,[object Object]
Example 3 ,[object Object],[object Object]
Example 4 ,[object Object],[object Object]
Example 5 ,[object Object]
Example 6 ,[object Object]
Example 7 ,[object Object],[object Object]
Example 8 ,[object Object]
Wrap Up ,[object Object],[object Object]

Contenu connexe

Tendances

Health Datapalooza 2013: State of the Art - Humedica
Health Datapalooza 2013: State of the Art - HumedicaHealth Datapalooza 2013: State of the Art - Humedica
Health Datapalooza 2013: State of the Art - HumedicaHealth Data Consortium
 
2018 Healthcare Outlook #1
2018 Healthcare Outlook #12018 Healthcare Outlook #1
2018 Healthcare Outlook #1Guidehouse
 
How hospitals can keep doctors happy
How hospitals can keep doctors happyHow hospitals can keep doctors happy
How hospitals can keep doctors happyVision Critical
 
Insurance Innovation Award-Verisk
Insurance Innovation Award-VeriskInsurance Innovation Award-Verisk
Insurance Innovation Award-VeriskThe Digital Insurer
 
Improving Healthcare Operations Using Process Data Mining
Improving Healthcare Operations Using Process Data Mining Improving Healthcare Operations Using Process Data Mining
Improving Healthcare Operations Using Process Data Mining Splunk
 
Late Binding in Data Warehouses: Desiging for Analytic Agility
Late Binding in Data Warehouses: Desiging for Analytic AgilityLate Binding in Data Warehouses: Desiging for Analytic Agility
Late Binding in Data Warehouses: Desiging for Analytic AgilityHealth Catalyst
 
Late Binding in Data Warehouses
Late Binding in Data WarehousesLate Binding in Data Warehouses
Late Binding in Data WarehousesDale Sanders
 

Tendances (7)

Health Datapalooza 2013: State of the Art - Humedica
Health Datapalooza 2013: State of the Art - HumedicaHealth Datapalooza 2013: State of the Art - Humedica
Health Datapalooza 2013: State of the Art - Humedica
 
2018 Healthcare Outlook #1
2018 Healthcare Outlook #12018 Healthcare Outlook #1
2018 Healthcare Outlook #1
 
How hospitals can keep doctors happy
How hospitals can keep doctors happyHow hospitals can keep doctors happy
How hospitals can keep doctors happy
 
Insurance Innovation Award-Verisk
Insurance Innovation Award-VeriskInsurance Innovation Award-Verisk
Insurance Innovation Award-Verisk
 
Improving Healthcare Operations Using Process Data Mining
Improving Healthcare Operations Using Process Data Mining Improving Healthcare Operations Using Process Data Mining
Improving Healthcare Operations Using Process Data Mining
 
Late Binding in Data Warehouses: Desiging for Analytic Agility
Late Binding in Data Warehouses: Desiging for Analytic AgilityLate Binding in Data Warehouses: Desiging for Analytic Agility
Late Binding in Data Warehouses: Desiging for Analytic Agility
 
Late Binding in Data Warehouses
Late Binding in Data WarehousesLate Binding in Data Warehouses
Late Binding in Data Warehouses
 

En vedette

10 minute statistics and actuarial science il session
10 minute statistics and actuarial science il session10 minute statistics and actuarial science il session
10 minute statistics and actuarial science il sessionSandra Gallipeau
 
NITOL INSURANCE COMPANY LIMITED
NITOL INSURANCE COMPANY LIMITEDNITOL INSURANCE COMPANY LIMITED
NITOL INSURANCE COMPANY LIMITEDBushra Tanannum
 
Principles and practices insc. n theory of rate making agents trg. laju
Principles and practices insc. n theory of rate making agents trg. lajuPrinciples and practices insc. n theory of rate making agents trg. laju
Principles and practices insc. n theory of rate making agents trg. lajuLajpat Ray Chandnani
 
Irs Audit Activity Am Best Conference 3 23 11 Forray
Irs Audit Activity Am Best Conference 3 23 11 ForrayIrs Audit Activity Am Best Conference 3 23 11 Forray
Irs Audit Activity Am Best Conference 3 23 11 ForraySusanJF
 
auto owners 2006_annual_report
auto owners  2006_annual_reportauto owners  2006_annual_report
auto owners 2006_annual_reportfinance40
 
Generating Effective Gross Margin Analysis
Generating Effective Gross Margin AnalysisGenerating Effective Gross Margin Analysis
Generating Effective Gross Margin AnalysisChase R. Morrison
 
Net Margin Analysis for Interactive, Graphical Analysis of Profit and Margins
Net Margin Analysis for Interactive, Graphical Analysis of Profit and MarginsNet Margin Analysis for Interactive, Graphical Analysis of Profit and Margins
Net Margin Analysis for Interactive, Graphical Analysis of Profit and MarginsHenner Schliebs
 
What is a Gross profit margin
What is a Gross profit marginWhat is a Gross profit margin
What is a Gross profit marginNowMaster Academy
 
Los individuos frente a la experiencia del delito (6º Congreso Nacional sobre...
Los individuos frente a la experiencia del delito (6º Congreso Nacional sobre...Los individuos frente a la experiencia del delito (6º Congreso Nacional sobre...
Los individuos frente a la experiencia del delito (6º Congreso Nacional sobre...Roberto Lagos Flores
 
Session 3 store profit and loss
Session 3   store profit and loss Session 3   store profit and loss
Session 3 store profit and loss Arindam Pal
 
What Is Gross Profit And How To Calculate A Good Percentage
What Is Gross Profit And How To Calculate A Good PercentageWhat Is Gross Profit And How To Calculate A Good Percentage
What Is Gross Profit And How To Calculate A Good Percentagebachefuk
 
Advanced Pricing in General Insurance
Advanced Pricing in General InsuranceAdvanced Pricing in General Insurance
Advanced Pricing in General InsuranceSyed Danish Ali
 
security fundamental analysis
security fundamental analysissecurity fundamental analysis
security fundamental analysisKumar Dhanwani
 
contabilidad de seguros
contabilidad de seguroscontabilidad de seguros
contabilidad de segurosFavio Meneses
 

En vedette (20)

10 minute statistics and actuarial science il session
10 minute statistics and actuarial science il session10 minute statistics and actuarial science il session
10 minute statistics and actuarial science il session
 
NITOL INSURANCE COMPANY LIMITED
NITOL INSURANCE COMPANY LIMITEDNITOL INSURANCE COMPANY LIMITED
NITOL INSURANCE COMPANY LIMITED
 
Principles and practices insc. n theory of rate making agents trg. laju
Principles and practices insc. n theory of rate making agents trg. lajuPrinciples and practices insc. n theory of rate making agents trg. laju
Principles and practices insc. n theory of rate making agents trg. laju
 
Irs Audit Activity Am Best Conference 3 23 11 Forray
Irs Audit Activity Am Best Conference 3 23 11 ForrayIrs Audit Activity Am Best Conference 3 23 11 Forray
Irs Audit Activity Am Best Conference 3 23 11 Forray
 
auto owners 2006_annual_report
auto owners  2006_annual_reportauto owners  2006_annual_report
auto owners 2006_annual_report
 
Final Report
Final ReportFinal Report
Final Report
 
Generating Effective Gross Margin Analysis
Generating Effective Gross Margin AnalysisGenerating Effective Gross Margin Analysis
Generating Effective Gross Margin Analysis
 
Managing Generation Assets
Managing Generation AssetsManaging Generation Assets
Managing Generation Assets
 
Net Margin Analysis for Interactive, Graphical Analysis of Profit and Margins
Net Margin Analysis for Interactive, Graphical Analysis of Profit and MarginsNet Margin Analysis for Interactive, Graphical Analysis of Profit and Margins
Net Margin Analysis for Interactive, Graphical Analysis of Profit and Margins
 
What is a Gross profit margin
What is a Gross profit marginWhat is a Gross profit margin
What is a Gross profit margin
 
Differential Analysis
Differential AnalysisDifferential Analysis
Differential Analysis
 
Los individuos frente a la experiencia del delito (6º Congreso Nacional sobre...
Los individuos frente a la experiencia del delito (6º Congreso Nacional sobre...Los individuos frente a la experiencia del delito (6º Congreso Nacional sobre...
Los individuos frente a la experiencia del delito (6º Congreso Nacional sobre...
 
Session 3 store profit and loss
Session 3   store profit and loss Session 3   store profit and loss
Session 3 store profit and loss
 
What Is Gross Profit And How To Calculate A Good Percentage
What Is Gross Profit And How To Calculate A Good PercentageWhat Is Gross Profit And How To Calculate A Good Percentage
What Is Gross Profit And How To Calculate A Good Percentage
 
22.7 Gross Profit Margin
22.7 Gross Profit Margin22.7 Gross Profit Margin
22.7 Gross Profit Margin
 
Advanced Pricing in General Insurance
Advanced Pricing in General InsuranceAdvanced Pricing in General Insurance
Advanced Pricing in General Insurance
 
Actuarial Analytics in R
Actuarial Analytics in RActuarial Analytics in R
Actuarial Analytics in R
 
security fundamental analysis
security fundamental analysissecurity fundamental analysis
security fundamental analysis
 
Princing insurance contracts with R
Princing insurance contracts with RPrincing insurance contracts with R
Princing insurance contracts with R
 
contabilidad de seguros
contabilidad de seguroscontabilidad de seguros
contabilidad de seguros
 

Similaire à Predictive Modeling for Life, Health and Property & Casualty Actuaries

Predictive analytics-white-paper
Predictive analytics-white-paperPredictive analytics-white-paper
Predictive analytics-white-paperShubhashish Biswas
 
Witchcraft In Macbeth Essay
Witchcraft In Macbeth EssayWitchcraft In Macbeth Essay
Witchcraft In Macbeth EssayAndrea Ngo
 
Analytics in P&C Insurance
Analytics in P&C InsuranceAnalytics in P&C Insurance
Analytics in P&C InsuranceGregg Barrett
 
Sahara lifedemo acs_client
Sahara lifedemo acs_clientSahara lifedemo acs_client
Sahara lifedemo acs_clientAnkur Khanna
 
Analytics in Insurance Value Chain
Analytics in Insurance Value ChainAnalytics in Insurance Value Chain
Analytics in Insurance Value ChainNIIT Technologies
 
Insuring the insurance business with actionable analytics
Insuring the insurance business with actionable analyticsInsuring the insurance business with actionable analytics
Insuring the insurance business with actionable analyticsWNS Global Services
 
Data analytics in finance broucher
Data analytics in finance broucher Data analytics in finance broucher
Data analytics in finance broucher Daniel Thomas
 
Ismail+Reid2016 - Ask The Experts - The Actuary (June 2016)
Ismail+Reid2016 - Ask The Experts - The Actuary (June 2016)Ismail+Reid2016 - Ask The Experts - The Actuary (June 2016)
Ismail+Reid2016 - Ask The Experts - The Actuary (June 2016)Raveem Ismail
 
Insurance strategy: Evolving into a digital underwriter
Insurance strategy: Evolving into a digital underwriterInsurance strategy: Evolving into a digital underwriter
Insurance strategy: Evolving into a digital underwriterAccenture Insurance
 
Fixing the Insurance Industry: How Big Data can Transform Customer Satisfaction
Fixing the Insurance Industry: How Big Data can Transform Customer SatisfactionFixing the Insurance Industry: How Big Data can Transform Customer Satisfaction
Fixing the Insurance Industry: How Big Data can Transform Customer SatisfactionCapgemini
 
RASHMITA MANONDDRA BLACK BOOK.docx
RASHMITA MANONDDRA BLACK BOOK.docxRASHMITA MANONDDRA BLACK BOOK.docx
RASHMITA MANONDDRA BLACK BOOK.docxLittleLap
 
Drive your business with predictive analytics
Drive your business with predictive analyticsDrive your business with predictive analytics
Drive your business with predictive analyticsThe Marketing Distillery
 
Data Science Use Cases in The Banking and Finance Sector
Data Science Use Cases in The Banking and Finance SectorData Science Use Cases in The Banking and Finance Sector
Data Science Use Cases in The Banking and Finance SectorSofiaCarter4
 
Minimum Health Insurance Premium prediction using health parameters
Minimum Health Insurance Premium prediction using health parametersMinimum Health Insurance Premium prediction using health parameters
Minimum Health Insurance Premium prediction using health parametersIRJET Journal
 
Chapter 1 HW.docxInsurance Operations Chapter 1 QuestionsNam.docx
Chapter 1 HW.docxInsurance Operations Chapter 1 QuestionsNam.docxChapter 1 HW.docxInsurance Operations Chapter 1 QuestionsNam.docx
Chapter 1 HW.docxInsurance Operations Chapter 1 QuestionsNam.docxcravennichole326
 

Similaire à Predictive Modeling for Life, Health and Property & Casualty Actuaries (20)

Predictive analytics-white-paper
Predictive analytics-white-paperPredictive analytics-white-paper
Predictive analytics-white-paper
 
Witchcraft In Macbeth Essay
Witchcraft In Macbeth EssayWitchcraft In Macbeth Essay
Witchcraft In Macbeth Essay
 
Insurance value chain
Insurance value chainInsurance value chain
Insurance value chain
 
Dss project analytics writeup
Dss project analytics writeup Dss project analytics writeup
Dss project analytics writeup
 
Analytics in P&C Insurance
Analytics in P&C InsuranceAnalytics in P&C Insurance
Analytics in P&C Insurance
 
Sahara lifedemo acs_client
Sahara lifedemo acs_clientSahara lifedemo acs_client
Sahara lifedemo acs_client
 
Insur tech
Insur techInsur tech
Insur tech
 
Analytics in Insurance Value Chain
Analytics in Insurance Value ChainAnalytics in Insurance Value Chain
Analytics in Insurance Value Chain
 
CII: Addressing Gender Bias in Artificial Intelligence
CII: Addressing Gender Bias in Artificial IntelligenceCII: Addressing Gender Bias in Artificial Intelligence
CII: Addressing Gender Bias in Artificial Intelligence
 
Predictive analytics 2025_br
Predictive analytics 2025_brPredictive analytics 2025_br
Predictive analytics 2025_br
 
Insuring the insurance business with actionable analytics
Insuring the insurance business with actionable analyticsInsuring the insurance business with actionable analytics
Insuring the insurance business with actionable analytics
 
Data analytics in finance broucher
Data analytics in finance broucher Data analytics in finance broucher
Data analytics in finance broucher
 
Ismail+Reid2016 - Ask The Experts - The Actuary (June 2016)
Ismail+Reid2016 - Ask The Experts - The Actuary (June 2016)Ismail+Reid2016 - Ask The Experts - The Actuary (June 2016)
Ismail+Reid2016 - Ask The Experts - The Actuary (June 2016)
 
Insurance strategy: Evolving into a digital underwriter
Insurance strategy: Evolving into a digital underwriterInsurance strategy: Evolving into a digital underwriter
Insurance strategy: Evolving into a digital underwriter
 
Fixing the Insurance Industry: How Big Data can Transform Customer Satisfaction
Fixing the Insurance Industry: How Big Data can Transform Customer SatisfactionFixing the Insurance Industry: How Big Data can Transform Customer Satisfaction
Fixing the Insurance Industry: How Big Data can Transform Customer Satisfaction
 
RASHMITA MANONDDRA BLACK BOOK.docx
RASHMITA MANONDDRA BLACK BOOK.docxRASHMITA MANONDDRA BLACK BOOK.docx
RASHMITA MANONDDRA BLACK BOOK.docx
 
Drive your business with predictive analytics
Drive your business with predictive analyticsDrive your business with predictive analytics
Drive your business with predictive analytics
 
Data Science Use Cases in The Banking and Finance Sector
Data Science Use Cases in The Banking and Finance SectorData Science Use Cases in The Banking and Finance Sector
Data Science Use Cases in The Banking and Finance Sector
 
Minimum Health Insurance Premium prediction using health parameters
Minimum Health Insurance Premium prediction using health parametersMinimum Health Insurance Premium prediction using health parameters
Minimum Health Insurance Premium prediction using health parameters
 
Chapter 1 HW.docxInsurance Operations Chapter 1 QuestionsNam.docx
Chapter 1 HW.docxInsurance Operations Chapter 1 QuestionsNam.docxChapter 1 HW.docxInsurance Operations Chapter 1 QuestionsNam.docx
Chapter 1 HW.docxInsurance Operations Chapter 1 QuestionsNam.docx
 

Plus de CasualtyActuary

January 2014 ezra penland ad back cover
January 2014 ezra penland ad back coverJanuary 2014 ezra penland ad back cover
January 2014 ezra penland ad back coverCasualtyActuary
 
Ezra penland actuarial review july 2014
Ezra penland actuarial review july 2014Ezra penland actuarial review july 2014
Ezra penland actuarial review july 2014CasualtyActuary
 
Actuarial review september 2014 ezra penland
Actuarial review september 2014 ezra penlandActuarial review september 2014 ezra penland
Actuarial review september 2014 ezra penlandCasualtyActuary
 
Actuarial review ezra penland may 2014
Actuarial review ezra penland may 2014Actuarial review ezra penland may 2014
Actuarial review ezra penland may 2014CasualtyActuary
 
Actuarial review ezra penland march 2014
Actuarial review ezra penland march 2014Actuarial review ezra penland march 2014
Actuarial review ezra penland march 2014CasualtyActuary
 
Ezra penland actuarial review november 2014
Ezra penland actuarial review november 2014Ezra penland actuarial review november 2014
Ezra penland actuarial review november 2014CasualtyActuary
 
Page 1 contingencies september 2014 ezra penland
Page 1 contingencies september 2014 ezra penlandPage 1 contingencies september 2014 ezra penland
Page 1 contingencies september 2014 ezra penlandCasualtyActuary
 
Other ad contingencies september 2014 ezra penland
Other ad contingencies september 2014 ezra penlandOther ad contingencies september 2014 ezra penland
Other ad contingencies september 2014 ezra penlandCasualtyActuary
 
January 2014 contingencies ezra penland back inside cover
January 2014 contingencies ezra penland back inside coverJanuary 2014 contingencies ezra penland back inside cover
January 2014 contingencies ezra penland back inside coverCasualtyActuary
 
Ezra penland contingencies july 2014
Ezra penland contingencies july 2014Ezra penland contingencies july 2014
Ezra penland contingencies july 2014CasualtyActuary
 
Contingencies page1 ezra penland january 2014
Contingencies page1 ezra penland january 2014Contingencies page1 ezra penland january 2014
Contingencies page1 ezra penland january 2014CasualtyActuary
 
Contingencies page 1 regular ad ezra penland march 2014
Contingencies page 1 regular ad ezra penland march 2014Contingencies page 1 regular ad ezra penland march 2014
Contingencies page 1 regular ad ezra penland march 2014CasualtyActuary
 
Contingencies page 1 ezra penland may 2014
Contingencies page 1 ezra penland may 2014Contingencies page 1 ezra penland may 2014
Contingencies page 1 ezra penland may 2014CasualtyActuary
 
Contingencies job seeker right side centerfold
Contingencies job seeker right side centerfoldContingencies job seeker right side centerfold
Contingencies job seeker right side centerfoldCasualtyActuary
 
Contingencies job seeker left side centerfold
Contingencies job seeker left side centerfoldContingencies job seeker left side centerfold
Contingencies job seeker left side centerfoldCasualtyActuary
 
Contingencies job seeker back cover
Contingencies job seeker back coverContingencies job seeker back cover
Contingencies job seeker back coverCasualtyActuary
 
Ezra Penland Left Side Contingencies Nov 2014
Ezra Penland Left Side Contingencies Nov 2014Ezra Penland Left Side Contingencies Nov 2014
Ezra Penland Left Side Contingencies Nov 2014CasualtyActuary
 
Ezra Penland Contingencies November 2014
Ezra Penland Contingencies November 2014Ezra Penland Contingencies November 2014
Ezra Penland Contingencies November 2014CasualtyActuary
 
Actuary Salary Surveys and Brochure - Ezra Penland Actuarial Recruitment
Actuary Salary Surveys and Brochure - Ezra Penland Actuarial RecruitmentActuary Salary Surveys and Brochure - Ezra Penland Actuarial Recruitment
Actuary Salary Surveys and Brochure - Ezra Penland Actuarial RecruitmentCasualtyActuary
 
Life Actuarial Jobs, Financial Employment, ERM, Annuities
Life Actuarial Jobs, Financial Employment, ERM, AnnuitiesLife Actuarial Jobs, Financial Employment, ERM, Annuities
Life Actuarial Jobs, Financial Employment, ERM, AnnuitiesCasualtyActuary
 

Plus de CasualtyActuary (20)

January 2014 ezra penland ad back cover
January 2014 ezra penland ad back coverJanuary 2014 ezra penland ad back cover
January 2014 ezra penland ad back cover
 
Ezra penland actuarial review july 2014
Ezra penland actuarial review july 2014Ezra penland actuarial review july 2014
Ezra penland actuarial review july 2014
 
Actuarial review september 2014 ezra penland
Actuarial review september 2014 ezra penlandActuarial review september 2014 ezra penland
Actuarial review september 2014 ezra penland
 
Actuarial review ezra penland may 2014
Actuarial review ezra penland may 2014Actuarial review ezra penland may 2014
Actuarial review ezra penland may 2014
 
Actuarial review ezra penland march 2014
Actuarial review ezra penland march 2014Actuarial review ezra penland march 2014
Actuarial review ezra penland march 2014
 
Ezra penland actuarial review november 2014
Ezra penland actuarial review november 2014Ezra penland actuarial review november 2014
Ezra penland actuarial review november 2014
 
Page 1 contingencies september 2014 ezra penland
Page 1 contingencies september 2014 ezra penlandPage 1 contingencies september 2014 ezra penland
Page 1 contingencies september 2014 ezra penland
 
Other ad contingencies september 2014 ezra penland
Other ad contingencies september 2014 ezra penlandOther ad contingencies september 2014 ezra penland
Other ad contingencies september 2014 ezra penland
 
January 2014 contingencies ezra penland back inside cover
January 2014 contingencies ezra penland back inside coverJanuary 2014 contingencies ezra penland back inside cover
January 2014 contingencies ezra penland back inside cover
 
Ezra penland contingencies july 2014
Ezra penland contingencies july 2014Ezra penland contingencies july 2014
Ezra penland contingencies july 2014
 
Contingencies page1 ezra penland january 2014
Contingencies page1 ezra penland january 2014Contingencies page1 ezra penland january 2014
Contingencies page1 ezra penland january 2014
 
Contingencies page 1 regular ad ezra penland march 2014
Contingencies page 1 regular ad ezra penland march 2014Contingencies page 1 regular ad ezra penland march 2014
Contingencies page 1 regular ad ezra penland march 2014
 
Contingencies page 1 ezra penland may 2014
Contingencies page 1 ezra penland may 2014Contingencies page 1 ezra penland may 2014
Contingencies page 1 ezra penland may 2014
 
Contingencies job seeker right side centerfold
Contingencies job seeker right side centerfoldContingencies job seeker right side centerfold
Contingencies job seeker right side centerfold
 
Contingencies job seeker left side centerfold
Contingencies job seeker left side centerfoldContingencies job seeker left side centerfold
Contingencies job seeker left side centerfold
 
Contingencies job seeker back cover
Contingencies job seeker back coverContingencies job seeker back cover
Contingencies job seeker back cover
 
Ezra Penland Left Side Contingencies Nov 2014
Ezra Penland Left Side Contingencies Nov 2014Ezra Penland Left Side Contingencies Nov 2014
Ezra Penland Left Side Contingencies Nov 2014
 
Ezra Penland Contingencies November 2014
Ezra Penland Contingencies November 2014Ezra Penland Contingencies November 2014
Ezra Penland Contingencies November 2014
 
Actuary Salary Surveys and Brochure - Ezra Penland Actuarial Recruitment
Actuary Salary Surveys and Brochure - Ezra Penland Actuarial RecruitmentActuary Salary Surveys and Brochure - Ezra Penland Actuarial Recruitment
Actuary Salary Surveys and Brochure - Ezra Penland Actuarial Recruitment
 
Life Actuarial Jobs, Financial Employment, ERM, Annuities
Life Actuarial Jobs, Financial Employment, ERM, AnnuitiesLife Actuarial Jobs, Financial Employment, ERM, Annuities
Life Actuarial Jobs, Financial Employment, ERM, Annuities
 

Dernier

Boost the utilization of your HCL environment by reevaluating use cases and f...
Boost the utilization of your HCL environment by reevaluating use cases and f...Boost the utilization of your HCL environment by reevaluating use cases and f...
Boost the utilization of your HCL environment by reevaluating use cases and f...Roland Driesen
 
Mondelez State of Snacking and Future Trends 2023
Mondelez State of Snacking and Future Trends 2023Mondelez State of Snacking and Future Trends 2023
Mondelez State of Snacking and Future Trends 2023Neil Kimberley
 
Call Girls In Panjim North Goa 9971646499 Genuine Service
Call Girls In Panjim North Goa 9971646499 Genuine ServiceCall Girls In Panjim North Goa 9971646499 Genuine Service
Call Girls In Panjim North Goa 9971646499 Genuine Serviceritikaroy0888
 
How to Get Started in Social Media for Art League City
How to Get Started in Social Media for Art League CityHow to Get Started in Social Media for Art League City
How to Get Started in Social Media for Art League CityEric T. Tung
 
B.COM Unit – 4 ( CORPORATE SOCIAL RESPONSIBILITY ( CSR ).pptx
B.COM Unit – 4 ( CORPORATE SOCIAL RESPONSIBILITY ( CSR ).pptxB.COM Unit – 4 ( CORPORATE SOCIAL RESPONSIBILITY ( CSR ).pptx
B.COM Unit – 4 ( CORPORATE SOCIAL RESPONSIBILITY ( CSR ).pptxpriyanshujha201
 
Call Girls Hebbal Just Call 👗 7737669865 👗 Top Class Call Girl Service Bangalore
Call Girls Hebbal Just Call 👗 7737669865 👗 Top Class Call Girl Service BangaloreCall Girls Hebbal Just Call 👗 7737669865 👗 Top Class Call Girl Service Bangalore
Call Girls Hebbal Just Call 👗 7737669865 👗 Top Class Call Girl Service Bangaloreamitlee9823
 
0183760ssssssssssssssssssssssssssss00101011 (27).pdf
0183760ssssssssssssssssssssssssssss00101011 (27).pdf0183760ssssssssssssssssssssssssssss00101011 (27).pdf
0183760ssssssssssssssssssssssssssss00101011 (27).pdfRenandantas16
 
John Halpern sued for sexual assault.pdf
John Halpern sued for sexual assault.pdfJohn Halpern sued for sexual assault.pdf
John Halpern sued for sexual assault.pdfAmzadHosen3
 
7.pdf This presentation captures many uses and the significance of the number...
7.pdf This presentation captures many uses and the significance of the number...7.pdf This presentation captures many uses and the significance of the number...
7.pdf This presentation captures many uses and the significance of the number...Paul Menig
 
Ensure the security of your HCL environment by applying the Zero Trust princi...
Ensure the security of your HCL environment by applying the Zero Trust princi...Ensure the security of your HCL environment by applying the Zero Trust princi...
Ensure the security of your HCL environment by applying the Zero Trust princi...Roland Driesen
 
Yaroslav Rozhankivskyy: Три складові і три передумови максимальної продуктивн...
Yaroslav Rozhankivskyy: Три складові і три передумови максимальної продуктивн...Yaroslav Rozhankivskyy: Три складові і три передумови максимальної продуктивн...
Yaroslav Rozhankivskyy: Три складові і три передумови максимальної продуктивн...Lviv Startup Club
 
Value Proposition canvas- Customer needs and pains
Value Proposition canvas- Customer needs and painsValue Proposition canvas- Customer needs and pains
Value Proposition canvas- Customer needs and painsP&CO
 
The Coffee Bean & Tea Leaf(CBTL), Business strategy case study
The Coffee Bean & Tea Leaf(CBTL), Business strategy case studyThe Coffee Bean & Tea Leaf(CBTL), Business strategy case study
The Coffee Bean & Tea Leaf(CBTL), Business strategy case studyEthan lee
 
Grateful 7 speech thanking everyone that has helped.pdf
Grateful 7 speech thanking everyone that has helped.pdfGrateful 7 speech thanking everyone that has helped.pdf
Grateful 7 speech thanking everyone that has helped.pdfPaul Menig
 
Famous Olympic Siblings from the 21st Century
Famous Olympic Siblings from the 21st CenturyFamous Olympic Siblings from the 21st Century
Famous Olympic Siblings from the 21st Centuryrwgiffor
 
A DAY IN THE LIFE OF A SALESMAN / WOMAN
A DAY IN THE LIFE OF A  SALESMAN / WOMANA DAY IN THE LIFE OF A  SALESMAN / WOMAN
A DAY IN THE LIFE OF A SALESMAN / WOMANIlamathiKannappan
 
Call Girls in Gomti Nagar - 7388211116 - With room Service
Call Girls in Gomti Nagar - 7388211116  - With room ServiceCall Girls in Gomti Nagar - 7388211116  - With room Service
Call Girls in Gomti Nagar - 7388211116 - With room Servicediscovermytutordmt
 
Mysore Call Girls 8617370543 WhatsApp Number 24x7 Best Services
Mysore Call Girls 8617370543 WhatsApp Number 24x7 Best ServicesMysore Call Girls 8617370543 WhatsApp Number 24x7 Best Services
Mysore Call Girls 8617370543 WhatsApp Number 24x7 Best ServicesDipal Arora
 

Dernier (20)

Boost the utilization of your HCL environment by reevaluating use cases and f...
Boost the utilization of your HCL environment by reevaluating use cases and f...Boost the utilization of your HCL environment by reevaluating use cases and f...
Boost the utilization of your HCL environment by reevaluating use cases and f...
 
Mondelez State of Snacking and Future Trends 2023
Mondelez State of Snacking and Future Trends 2023Mondelez State of Snacking and Future Trends 2023
Mondelez State of Snacking and Future Trends 2023
 
Call Girls In Panjim North Goa 9971646499 Genuine Service
Call Girls In Panjim North Goa 9971646499 Genuine ServiceCall Girls In Panjim North Goa 9971646499 Genuine Service
Call Girls In Panjim North Goa 9971646499 Genuine Service
 
How to Get Started in Social Media for Art League City
How to Get Started in Social Media for Art League CityHow to Get Started in Social Media for Art League City
How to Get Started in Social Media for Art League City
 
VVVIP Call Girls In Greater Kailash ➡️ Delhi ➡️ 9999965857 🚀 No Advance 24HRS...
VVVIP Call Girls In Greater Kailash ➡️ Delhi ➡️ 9999965857 🚀 No Advance 24HRS...VVVIP Call Girls In Greater Kailash ➡️ Delhi ➡️ 9999965857 🚀 No Advance 24HRS...
VVVIP Call Girls In Greater Kailash ➡️ Delhi ➡️ 9999965857 🚀 No Advance 24HRS...
 
B.COM Unit – 4 ( CORPORATE SOCIAL RESPONSIBILITY ( CSR ).pptx
B.COM Unit – 4 ( CORPORATE SOCIAL RESPONSIBILITY ( CSR ).pptxB.COM Unit – 4 ( CORPORATE SOCIAL RESPONSIBILITY ( CSR ).pptx
B.COM Unit – 4 ( CORPORATE SOCIAL RESPONSIBILITY ( CSR ).pptx
 
Call Girls Hebbal Just Call 👗 7737669865 👗 Top Class Call Girl Service Bangalore
Call Girls Hebbal Just Call 👗 7737669865 👗 Top Class Call Girl Service BangaloreCall Girls Hebbal Just Call 👗 7737669865 👗 Top Class Call Girl Service Bangalore
Call Girls Hebbal Just Call 👗 7737669865 👗 Top Class Call Girl Service Bangalore
 
Mifty kit IN Salmiya (+918133066128) Abortion pills IN Salmiyah Cytotec pills
Mifty kit IN Salmiya (+918133066128) Abortion pills IN Salmiyah Cytotec pillsMifty kit IN Salmiya (+918133066128) Abortion pills IN Salmiyah Cytotec pills
Mifty kit IN Salmiya (+918133066128) Abortion pills IN Salmiyah Cytotec pills
 
0183760ssssssssssssssssssssssssssss00101011 (27).pdf
0183760ssssssssssssssssssssssssssss00101011 (27).pdf0183760ssssssssssssssssssssssssssss00101011 (27).pdf
0183760ssssssssssssssssssssssssssss00101011 (27).pdf
 
John Halpern sued for sexual assault.pdf
John Halpern sued for sexual assault.pdfJohn Halpern sued for sexual assault.pdf
John Halpern sued for sexual assault.pdf
 
7.pdf This presentation captures many uses and the significance of the number...
7.pdf This presentation captures many uses and the significance of the number...7.pdf This presentation captures many uses and the significance of the number...
7.pdf This presentation captures many uses and the significance of the number...
 
Ensure the security of your HCL environment by applying the Zero Trust princi...
Ensure the security of your HCL environment by applying the Zero Trust princi...Ensure the security of your HCL environment by applying the Zero Trust princi...
Ensure the security of your HCL environment by applying the Zero Trust princi...
 
Yaroslav Rozhankivskyy: Три складові і три передумови максимальної продуктивн...
Yaroslav Rozhankivskyy: Три складові і три передумови максимальної продуктивн...Yaroslav Rozhankivskyy: Три складові і три передумови максимальної продуктивн...
Yaroslav Rozhankivskyy: Три складові і три передумови максимальної продуктивн...
 
Value Proposition canvas- Customer needs and pains
Value Proposition canvas- Customer needs and painsValue Proposition canvas- Customer needs and pains
Value Proposition canvas- Customer needs and pains
 
The Coffee Bean & Tea Leaf(CBTL), Business strategy case study
The Coffee Bean & Tea Leaf(CBTL), Business strategy case studyThe Coffee Bean & Tea Leaf(CBTL), Business strategy case study
The Coffee Bean & Tea Leaf(CBTL), Business strategy case study
 
Grateful 7 speech thanking everyone that has helped.pdf
Grateful 7 speech thanking everyone that has helped.pdfGrateful 7 speech thanking everyone that has helped.pdf
Grateful 7 speech thanking everyone that has helped.pdf
 
Famous Olympic Siblings from the 21st Century
Famous Olympic Siblings from the 21st CenturyFamous Olympic Siblings from the 21st Century
Famous Olympic Siblings from the 21st Century
 
A DAY IN THE LIFE OF A SALESMAN / WOMAN
A DAY IN THE LIFE OF A  SALESMAN / WOMANA DAY IN THE LIFE OF A  SALESMAN / WOMAN
A DAY IN THE LIFE OF A SALESMAN / WOMAN
 
Call Girls in Gomti Nagar - 7388211116 - With room Service
Call Girls in Gomti Nagar - 7388211116  - With room ServiceCall Girls in Gomti Nagar - 7388211116  - With room Service
Call Girls in Gomti Nagar - 7388211116 - With room Service
 
Mysore Call Girls 8617370543 WhatsApp Number 24x7 Best Services
Mysore Call Girls 8617370543 WhatsApp Number 24x7 Best ServicesMysore Call Girls 8617370543 WhatsApp Number 24x7 Best Services
Mysore Call Girls 8617370543 WhatsApp Number 24x7 Best Services
 

Predictive Modeling for Life, Health and Property & Casualty Actuaries

  • 1. Predictive Modeling for Actuaries By Claude Penland, Associate of the Casualty Actuarial Society www.PredNews.com
  • 2.
  • 3.
  • 4.
  • 5.
  • 6.
  • 7.
  • 8.
  • 9.
  • 10.
  • 11.