Earthquake Risk Assessment and its Application to Insurance Anselm Smolka GeoRisks Research Group Munich Reinsurance Company
|
|
- Scot Preston
- 5 years ago
- Views:
Transcription
1 Earthquak Risk Assssmnt and its Application to Insuranc Anslm Smolka GoRisks Rsarch Group Munich Rinsuranc Company 1 Workshop Stahl & Vrbund/Earthquak Enginring, Univrsität Kassl, Jun 23rd, 2003
2 Contnts 1. Earthquak losss trnds and causs 2. Earthquak risk and its componnts 3. Loss prvntion 4. Modlling arthquak risk 5. Insuranc aspcts 2
3 Earthquak losss trnds and causs Grat Earthquak Disastrs Billion US$ (2002 valus) Economic losss Insurd losss Avrag conomic losss pr dcad As of Fbruary 12, GoRisks Rsarch Dpt., Munich R Yar 3
4 Grat Earthquak Disastrs Dcad comparison Dcad Dcad Dcad Dcad Dcad last Factor 80's:70's Factor last 10:70's Numbr ,1 0,7 Economic losss 0,9 21,5 56,9 85,5 227,7 217,1 1,5 3,8 Insurd losss 0 0,06 0,92 3,42 24,37 24,39 3,7 26,5 Losss in Mio. US$ valus NatCatSERVICE As of January30, Go Risks Rsarch Dpt., Munich R 4
5 Natural disastrs incras dramatically in rspct of frquncy and losss Th rasons: Global population incras Incrasing living standard Concntration of population and valus in urban cntrs Sttlmnt and industrialisation of highly xposd rgions Vulnrability of modrn socitis and tchnologis Environmntal chang 5
6 Urban growth and its consquncs Population prssur => compting with tim => dficincis in quality of xcution cod complianc quality control Economic constraints 6
7 Urban growth Izmit/Turky, Aug 17,
8 Vulnrability of modrn socitis Infrastructur problms. nrgy and watr supply. transport routs. tlcommunication => Matrial supply ( just-in-tim... ), businss intrruption (on local and global scal) 8
9 Chi-Chi arthquak Taiwan, Spt 21,
10 High Tch Park Hsin-chu/Taiwan Hochtchnologi = hohs Risiko? 10
11 11
12 12
13 Earthquak risk and its componnts Hazard = occurrnc probability for vnt of a crtain siz Risk = f Vulnrability of buildings, contnts, BI valus 13
14 RISK hazard shaking (macrozonation) scondary ffcts (microzonation) vulnrability buildings contnts businss intrruption xposd valus DAMAGE 14
15 Hazard Ground shaking = function of Magnitud Distanc Duration of strong ground motion Strngth and numbr of aftrshocks Gological conditions on th wav path Subsoil conditions at th sit Frquncy/priod of ground motion 15
16 Sismic Intnsity Shaking Map for San Francisco, CA (1989 Loma Prita arthquak) 16
17 Earthquak / Basic Trms Magnitud Physical masur of th sismic wav nrgy mittd from th focus Calculatd on th basis of instrumntal rcords (sismograms), thrfor "objctiv" Continuous, logarithmic Richtr scal; nrgy contnt incrass by factor 32 for ach full stp on th scal Fixd valu rfrring to th focal nrgy 17
18 Earthquaks / Basic Trms Intnsity Subjctiv masur of th strngth of an arthquak, assssd on th basis of local damag Discrt twlv-gradd Mrcalli scal Dcrass with incrasing focal distanc Epicntr Km IX VIII VII VI 18
19 Earthquak zonation: NE South Amrica Barranquilla # # Mdllín # Cali # Bogotá Earthquak Hazard Zons Zon 0 Zon 1 Zon 2 Zon 3 Zon 4 19
20 World Map of Natural Hazards: Earthquaks Earthquak Hazard Zons Zon 0 Zon 1 Zon 2 Zon 3 Zon 4 20
21 Hazard scondary ffcts Surfac ruptur 21
22 Scondary Effcts Amplification 22
23 Scondary Effcts: liqufaction 23
24 Scondary Effcts landslid 24
25 Scondary Effcts tsunami 25
26 Scondary Effcts fir following 26
27 Scondary ffcts: Microzonation (City Maps) Amplification Liqufaction Landslid Tsunami Fir following 27
28 Vulnrability = Function of Construction typ Hight Vibration charactristics Occupancy typ Construction yar Shap of building Foundation Rlation to adjacnt structurs 28
29 Vulnrability All arthquaks ar charactrizd by th propagation of lastic wavs within th Earth s intrior and along its surfac. As th sismic wavs pass by, an obsrvr on th surfac snss thir propagation as an rratic zig-zag and up-down motion. Blow is an xampl of a rcordd horizontal ground motion tim history. Acclration tim history. Pak Ground Acclration = 0.21 g Vlocity tim history. Pak Ground Vlocity = 29 cm/s Displacmnt tim history. Pak Ground Displacmnt = 8.7 cm 29
30 acclration acc. + displ. displacmnt 30
31 Vulnrability stiff, low-ris structurs intrmdiat, mid-ris flxibl, high-ris structurs Th natural priod of a structur dpnds on its stiffnss. Tallr structurs tnd to b mor flxibl, and thrfor hav longr natural priods than low-ris structurs. Largr arthquaks, softr soils, and longr distancs mov th pak of th rspons spctrum towards longr natural priods. Pak Ground Acclration Effcts of Structural Stiffnss; Rspons Spctrum Building Hight 31
32 32
33 33
34 Vulnrability Construction Yar / Construction Typ 34
35 Soft story collaps at mid-hight 35
36 Vulnrability Shap: symmtry of masss and stiffnss good bad 36
37 Vulnrability Foundation Rlation to Adjacnt structurs 37
38 Loss prvntion Loss prvntion masurs can put to work at th planning, dsign and xcution lvl Land us managmnt Enginring masurs Organizational masurs 38
39 Loss Prvntion Land us managmnt pr-disastr post-disastr Spitak Mxico 39
40 Loss Prvntion... Enginring masurs Antisismic dsign rgulations Quality control Matrial Workmanship Suprvision 40
41 20-60 m Soft Soil Strata <15 m Firm Soil Strata Bdrock Hard Soil or Bdrock 41 TwoBui ldings
42 Loss Prvntion Organizational masurs pr-disastr planning mrgncy plans 42
43 Risk assssmnt: How to quantify th risk? Hazard = occurrnc probability for vnt of a crtain siz Risk = f Vulnrability of buildings, contnts, LoP valus 43
44 % Major Ki ta Kyushu % Nagasak i % % Fukuo ka H iroshima % Kyoto % K ob % % Osa ka % N agoya % % % Tokyo % A omori Sap poro Th holistic solution for risk assssmnt: Risk modls Hazard information Valu distribution Vulnrability function Citis Industrial Sum Insurd (Earthquak) < 1,000 1,000-3,000 3,000-6,000 6,000-10,000 > 10,000 Mio. Y okohama Kawa sa ki Kilomtrs Scintific input Individual xposur Munich R's loss xprinc St of scnarios Risk curv Expctd loss or loss occurrnc probability Statistics 44
45 Risk modls Loss xcdanc curvs loss 100 mio US-$ 100 yars rturn priod 45
46 Hazard assssmnt Earthquak catalogu f 10 Evnt frquncy M Enrgy attnuation I = C 1 + C 2 M - C 3 log R f Intnsity frquncy Hazard map M M I 46
47 Hazard - arthquak catalogu 47
48 Hazard - picntr map and sourc zons 48
49 Figur R d = 300 km N (pr 100 yars) Instrumntal Historical log N = (M - 5) log N = (M - 5) M Exampl of arthquak rcurrnc analysis (G-R rlation) for sismic activity assssmnt using th ECD mthod: R d = 300 km 49
50 Normalizd Annual Numbr of Earthquaks >= m Truncatd xponntial rcurrnc rlationship, M 0 =4.7 and N(M 0 ) = 21.5 (pr 100 yrs pr 10 5 km 2 ) (Corrctd historical data ) M= Magnitud (M) Mu = 8.5 Mu = 8.2 Mu = 8.0 Mu = 7.9 Mu = 7.8 Mu = infinit Actual data Rturn Priod corrponding to circular sourc ara with R = 550km (yrs) Magnitud ovr-stimatd by linar xtrapolation 50
51 Isosismal lins - intnsity map Bhuj/Gujarat Jan 26,
52 Hazard - attnuation 52
53 Hazard- scondary ffcts amplification 53
54 rturn priods for intnsitis intnsity 11,5 11, ,75 10,5 10, ,75 9,5 9,25 9 8,75 8,5 8,25 8 7,75 7,5 7,25 7 6,75 6,5 6,25 6 5,75 5,5 5, rturn priod 54
55 Vulnrability construction yar and typ 55
56 Vulnrability - loss curvs 56
57 Application to insuranc Avrag annual loss (AAL) => rating sit spcific Probabl maximum loss (PML) => catastroph potntial - rgional scal An adquat pric and PML must rflct Risk location - hazard Typ of risk - vulnrability Insuranc conditions (Claims xprinc) 57
58 Exposur Valu distribution 58
59 Exposur distribution of valus 59
60 Insuranc conditions Slf-participation dductibls coinsuranc limits 60
61 Forms of loss participation (co-insuranc, dductibl, liability limit) Loss ratio (in %) 100 Insurd s shar of loss 40 Loss: 40% Loss: 40% Loss: 40% Insurr s paymnt Loss: 10% Loss: 10% Loss: 10% Co-insuranc 20% (of loss) Dductibl 5% (of TSI) Liability limit 30% (of TSI) 61
62 Exampl for Earthquak Avrag loss = 5% Dductibl = 2% Rduction of indmnity = 25% Avrag loss Earthquak 5% 10% 20% Indmnity rduction (in %) , Dductibl (in % of s.i.) 62
63 63
64 Risk assssmnt is fraught with problms and uncrtaintis, but w try hard... 64
3WCDRR: UN GAR Global Risk Assessment
3WCDRR: UN GAR Global Risk Assssmnt Scoping Mting Agricultural Risk Assssmnt Incorporating drought and th agricultural sctor in th GAR Global Risk Modl 7 9 Fbruary 2017 Bouldr, Colorado GAR Global Risk
More informationLabour productivity as panacea for ageing?
Labour productivity as panaca for aging? 2 Aging, i.. prsons of 6 and oldr as prcntag of prsons of -6 in various countris, 970-200 WRSA s rd annual mting, Paradis Point Rsort and Spa, San Digo, California,
More informationYield to Maturity..Continued
LECTURE 3 Hamza Ali Malik Econ 315: Mony and Banking Wintr 006 Yild to Maturity..Continud 3) - Coupon Bonds is a dbt instrumnt in which fixd intrst paymnts ar mad throughout th lif of th contract but th
More informationHolding period yield the distinction between interest rates and
LECTURE 3 Hamza Ali Malik Econ 315: Mony and anking Wintr 005 Holding priod yild th distinction btwn intrst rats and rturns. Th pric of most forms of dbt fluctuats ovr tim whil th yild to maturity can
More informationAdvanced Macroeconomics
Advancd Macroconomics Goth Univrsity Frankfurt Macroconomics and financial markts Prof. Guido Ascari, Univrsity of Pavia guido.ascari@unipv.it AIM Analyz th rlationship btwn macroconomics and financial
More informationQuarterly Japanese Economic Model: Q-JEM
Quartrly Japans Economic Modl: Q-JEM Naohisa HIRAKATA Bank of Japan March 8-9, 2018 Prpard for Svnth BIS Rsarch Ntwork mting Pushing th frontir of cntral banks macro modlling Viws xprssd in this matrial
More informationVaR and Stress Testing Debt Portfolios Before, During and After the Banking Crisis
UK Bon Portfolio Portfolio VaR Strss Tsting an PCA Conclusion VaR an Strss Tsting Dbt Portfolios Bfor, During an Aftr th Banking Crisis Carol Alxanr ICMA Cntr, Hnly Businss School at Raing Wbinar Broacast
More informationApplied Financial Mathematical Model for Derivative Instruments and Hedging Exchange Rate
Vol. 3, No. 4, Octobr 2013, pp. 254 273 E-ISSN: 2225-8329, P-ISSN: 2308-0337 2013 HRMARS www.hrmars.com Applid Financial Mathmatical Modl for Drivativ Instrumnts and Hdging Exchang Rat Doan VAN DINH 1
More informationPROPERTY DEMAND IN AFRICA
OFF PLAN SALES: IS IT AN ELIXIR FOR PROPERTY FINANCING IN EMERGING MARKETS? XXV FIG Congrss 2014, 16 21 Jun 2014, Kuala Lumpur, Malaysia Engaging th Challngs, Enhancing th Rlvanc Collins KOWUOR, Knya 20
More informationThe number (r) of success in a total of (n) trials is then given by:
6.3.. Som typical probability distribution functions 6.3..a. Binominal distribution This distribution is rstrictd to random variabls that can only hav two possibl outcoms: succss (or accptabl) or fail
More informationREPUBLIC OF KENYA MINISTRY OF FINANCE MONTHLY DEBT BULLETIN
REPUBLIC OF KENYA MINISTRY OF FINANCE MONTHLY DEBT BULLETIN MARCH 2013 1.0 PUBLIC DEBT 1.1 Introduction As at nd March 2013, public and publicly guarantd dbt stood at Kshs 1,800.43 billion or 46.56 prcnt
More informationREPUBLIC OF KENYA MINISTRY OF FINANCE MONTHLY DEBT BULLETIN
REPUBLIC OF KENYA MINISTRY OF FINANCE MONTHLY DEBT BULLETIN DECEMBER 2012 1.0 PUBLIC DEBT 1.1 Introduction As at nd Dcmbr 2012, public and publicly guarantd dbt stood at Kshs 1,793.24 billion or 46.38
More informationSuggested Solutions to Assignment 1
C 3580 Intrnational conomics II Instructor: Sharif F. Khan Dpartmnt of conomics Atkinson Collg, York Univrsity Summr 1 2008 Suggstd Solutions to Assignmnt 1 Total Marks: 50 Part A Tru/ Fals/ Uncrtain Qustions
More informationLecture 31 Monday, Nov. 19, Income Effect again
Lctur 31 Monday, Nov. 19, 2007 Homwork 5 postd. Du Tus (11:59 pm) aftr Thanksgiving No class Wd and no sctions (Happy Thanksgiving!) 1. Incom Effct again 2. Th Substitution Effct of a Pric Chang 3. Total
More informationREPUBLIC OF KENYA MINISTRY OF FINANCE MONTHLY DEBT BULLETIN
REPUBLIC OF KENYA MINISTRY OF FINANCE MONTHLY DEBT BULLETIN APRIL 2013 1.0 PUBLIC DEBT 1.1 Introduction As at nd April 2013, public and publicly guarantd dbt stood at Kshs 1,884.11 billion or 49.90 prcnt
More informationIntermediate Macroeconomics
Intrmdiat Macroconomics ZHANG, Guoxiong guoxiong@sjtu.du.cn Lctur Th Mundll-Flming Modl Th Mundll-Flming Modl - Th goods markt and th IS curv - Th mony markt and th curv - Equilibrium xchang rat and incom
More informationFakultät III Univ.-Prof. Dr. Jan Franke-Viebach
Univ.-Prof. Dr. J. Frank-Vibach 1 Univrsität Sign Fakultät III Univ.-Prof. Dr. Jan Frank-Vibach Exam Intrnational Economics Wintr Smstr 2013-14 (2 nd Exam Priod) Availabl tim: 60 minuts Solution For your
More informationI. Answer each as True, False, or Uncertain, providing some explanation
PROBLEM SET 6 Solutions 14.02 Principls of Macroconomics April 20, 2005 Du April 27, 2005 I. Answr ach as Tru, Fals, or Uncrtain, providing som xplanation for your choic. 1. If consumrs and invstors ar
More informationTHE NATIONAL TREASURY
REPUBLIC OF KENYA THE NATIONAL TREASURY MONTHLY DEBT BULLETIN JUNE 2014 1.0 PUBLIC DEBT 1.1 Introduction As at nd Jun 2014, public and publicly guarantd dbt stood at Kshs 2,422.83 billion or 58.2 prcnt
More informationREPUBLIC OF KENYA MINISTRY OF FINANCE MONTHLY DEBT BULLETIN
REPUBLIC OF KENYA MINISTRY OF FINANCE MONTHLY DEBT BULLETIN JANUARY 2013 1.0 PUBLIC DEBT 1.1 Introduction As at nd January 2013, public and publicly guarantd dbt stood at Kshs 1,812.01 billion or 46.87
More informationAs Economists, we are concerned with transaction and economic exposure.
LCTUR Spt 21st Hamza Ali Malik con 3114: Intrnational Financ Fall 2006 Forign xchang Risk Thr typs of forign xchang risk xposur: Translation/Accounting xposur --- diffrnc btwn forign currncy dnominatd
More informationCombining Scaling and Classification: A Psychometric Model for Scaling Ability and Diagnosing Misconceptions
Combining Scaling and Classification: A Psychomtric Modl for Scaling Ability and Diagnosing Misconcptions Lain Bradshaw Th Univrsity of Gorgia Cognition and Assssmnt SIG Businss Mting April 30 2013 Ovrviw
More information= + and the demand function given by
Math 8 REVIEW Part I: Problms. A firm s fid cost is $60,000; it costs th firm $77 to mak ach unit of its product; and it slls ach unit for $90. a) Find its cost, rvnu, and profit functions. b) How much
More informationDescription Unit. Total employees 1,444 1,587 1,513 Employees -5%
prformanc Prformanc data 2017 102-7 Scal of th organisation Dscription 2015 2016 2017 Unit Chang 2016-2017 Total mploys 1,444 1,587 1,513 Employs -5% Total numbr of oprations 4 4 4 Oprating Sits Nt rvnu
More informationTHE NATIONAL TREASURY
REPUBLIC OF KENYA THE NATIONAL TREASURY MONTHLY DEBT BULLETIN SEPTEMBER 2013 1.0 PUBLIC DEBT 1.1 Introduction As at nd Sptmbr 2013, public and publicly guarantd dbt stood at Kshs 2,057.43 billion or 56.2
More informationA biplot perspective on market-based valuations in an emerging market
A biplot prspctiv on markt-basd valuations in an mrging markt Nil l Roux (Dpt Statistics & Actuarial Scinc) Soon Nl & Wilna Bruwr (Dpt Accountancy) Stllnbosch Univrsity, South Africa SASA Confrnc, Rhods
More informationP $ 1t = $ i 1t. P 2t $ $100 (1 + i 1t ) ( ) 1 + i e. 1t+1. $1 (1 + i 1t ) 1t+1 P $ 2t. $1 P e$ 1t+1. 1t+1. P $ 2t = P e$ 1 + i 1t = P e$
P $ 1t = $100 1 + i 1t P 2t $ $100 = (1 + i 1t ) ( ) 1 + i 1t+1 t t + 1 $1 (1 + i 1t ) $1 P $ 1t+1 P $ 2t 1 + i 1t = P $ 1t+1 P $ 2t P $ 2t = P $ 1t+1 1 + i 1t P $ 1t+1 = $100 1 + i 1t+1 P $ 2t = P $ 1t+1
More informationMACROECONOMICS. The Open Economy Revisited: the Mundell-Fleming Model and the Exchange-Rate Regime MANKIW. In this chapter, you will learn
C H A P T E R Th Opn Economy Rvisitd: th undll-flming odl and th Exchang-Rat Rgim ACROECONOICS N. GREGOR ANKIW 007 Worth Publishrs, all rights rsrvd SIXTH EDITION PowrPoint Slids by Ron Cronovich In this
More informationTHE NATIONAL TREASURY
REPUBLIC OF KENYA THE NATIONAL TREASURY MONTHLY DEBT BULLETIN DECEMBER 2013 1.0 PUBLIC DEBT 1.1 Introduction As at nd Dcmbr 2013, public and publicly guarantd dbt stood at Kshs 2,111.55 billion or 50.7
More informationHVQFN32 HVQFN (thermal enhanced very thin quad flatpack; no leads) NA (not applicable) P (plastic) MO-220 S (surface mount) Issue date
quad flat packag; no lads; 32 trminals; body 5 8 Fbruary 2016 Packag information 1. Packag summary Tabl 1. Packag summary Trminal position cod Packag typ dscriptiv cod Packag typ industry cod Packag styl
More informationH14-83 ON THE RELATION BETWEEN DAILY EXCEEDANCES AND YEARLY AVERAGES FOR PM10
H4-83 ON THE RELATION BETWEEN DAILY EXCEEDANCES AND YEARLY AVERAGES FOR PM Joost Wssling, Frd Sautr and Sandr Jonkr National Institut of Public Halth and th Environmnt (RIVM), Bilthovn, Th Nthrlands TNO
More informationTHE NATIONAL TREASURY
REPUBLIC OF KENYA THE NATIONAL TREASURY MONTHLY DEBT BULLETIN FEBRUARY 2014 1.0 PUBLIC DEBT 1.1 Introduction As at nd Fbruary 2014, public and publicly guarantd dbt stood at Kshs 2,166.75 billion or 52.0
More informationTHE NATIONAL TREASURY
REPUBLIC OF KENYA THE NATIONAL TREASURY MONTHLY DEBT BULLETIN OCTOBER 2013 1.0 PUBLIC DEBT 1.1 Introduction As at nd Octobr 2013, public and publicly guarantd dbt stood at Kshs 2,062.77 billion or 56.4
More informationTHE NATIONAL TREASURY
REPUBLIC OF KENYA THE NATIONAL TREASURY DIRECTORATE OF PUBLIC DEBT MANAGEMENT MONTHLY DEBT BULLETIN MARCH 2015 1.0 PUBLIC DEBT 1.1 Introduction As at nd March 2015, total public and publicly guarantd dbt
More informationTHE NATIONAL TREASURY
REPUBLIC OF KENYA THE NATIONAL TREASURY MONTHLY DEBT BULLETIN NOVEMBER 2013 1.0 PUBLIC DEBT 1.1 Introduction As at nd Novmbr 2013, public and publicly guarantd dbt stood at Kshs 2,082.28 billion or 50.0
More informationLOGISTIC REGRESSION FOR INSURED MORTALITY EXPERIENCE STUDY
LOGISTIC REGRESSION FOR INSURED MORTALITY EXPERIENCE STUDY Zhiwi Zhu 1, Zhi Li 2 Abstract Findings of industry mortality xprinc studis ar usd by insurrs, rinsurrs, and rgulators as th basis for dvloping
More informationFramework for risk-based O&M planning for offshore wind dturbines
Framwork for risk-bas O&M planning for offshor win turbins John Dalsgaar Sørnsn Aalborg Univrsity Dnmark Introuction Rliability Opration & Maintnanc Baysian Ntworks Exampls Summary-Conclusions 1 Introuction
More informationRelationship between Foreign Direct Investment and Economic Growth Case Study of Nepal
Rlationship btwn Forign Dirct Invstmnt and Economic Growth Cas Study of Npal Xinfng Yan (Corrsponding author) Donghua Univrsity, Shanghai 00051, China Tl: 86-1-637-3066 E-mail: yanxf@dhu.du.cn Majagaiya,
More informationNOTES AND FORMULAS OF MACROECONOMICS LEC Eco403
NOTES AND FORMULAS OF MACROECONOMICS LEC 23-45 Eco403 ENDOGENOUS GROWTH THEORY Production function for ndognous growth modl can b writtn as: Y = A K, Whr A is th amount of output for ach unit of capital
More informationGold versus stock investment: An econometric analysis
Intrnational Journal of Dvlopmnt and Sustainability Onlin ISSN: 286-8662 www.isdsnt.com/ijds Volum Numbr, Jun 202, Pag -7 ISDS Articl ID: IJDS20300 Gold vrsus stock invstmnt: An conomtric analysis Martin
More informationThe Role of Taxes and Leverage in the Evaluation of Capital Cost and the Capitalization of the Company
Amrican Journal of Economics, Financ an Managmnt Vol 1, No 4, 215, pp 32-328 http://wwwaiscincorg/journal/ajfm Th Rol of Taxs an Lvrag in th Evaluation of Capital Cost an th Capitalization of th Company
More information1. Aggregate Demand in the Open Economy
ECON 3560/5040 AGGREGATE DEMAND IN THE OPEN ECONOMY 1. Aggrgat Dmand in th Opn Economy - Mondll-Flming Modl: an intrnational vrsion of th IS-LM modl Th SR modl of national incom including th ffcts of intrnational
More informationRelationship between cost of equity capital and voluntary corporate disclosures Petrova, E.; Georgakopoulos, G.; Sotiropoulos, I.; Vasileiou, K.Z.
UvA-DARE (Digital Acadmic Rpository) Rlationship btwn cost of quity capital and voluntary corporat disclosurs Ptrova, E.; Gorgakopoulos, G.; Sotiropoulos, I.; Vasiliou, K.Z. Publishd in: Intrnational Journal
More informationEssays on Adverse Selection and Moral Hazard in Insurance Market
Gorgia Stat Univrsity ScholarWorks @ Gorgia Stat Univrsity Risk Managmnt and Insuranc Dissrtations Dpartmnt of Risk Managmnt and Insuranc Summr 8--00 Essays on Advrs Slction and Moral Hazard in Insuranc
More informationSUGGESTED SOLUTION CA FINAL EXAM. Test Code - F N J
SUGGESTED SOLUTION CA FINAL EXAM S F M Tst Cod - F N J 2 2 BRANCH - (Mumbai) (Dt : 28/5/217) Had Offic : Shraddha, 3 rd Floor, Nar Chinai Collg, Andhri (E), Mumbai 69. Tl : (22) 26836666 1 P a g Answr
More information4/24/2017. Chapter 14 8 th and 9 th edition. Aggregate Supply and the Short-run Tradeoff Between Inflation and Unemployment.
Chaptr 14 8 th and 9 th dition Aggrgat Supply and th Short-run Tradoff Btwn Inflation and Unmploymnt W covr modls of aggrgat supply in which output dpnds positivly on th pric lvl in th short run th short-run
More informationINFLATION TARGETING IN A SMALL OPEN ECONOMY
INFLATION TARGETING IN A SMALL OPEN ECONOMY Nargis Bharucha and Christophr Knt Rsarch Discussion Papr 987 July 1998 Economic Rsarch Dpartmnt Rsrv Bank of Australia W would lik to thank Philip Low, Lars
More informationPATH LOSS AND DELAY SPREAD MODELS AS FUNCTIONS OF ANTENNA HEIGHT FOR MICROCELLULAR SYSTEM DESIGN
PATH LOSS AND DELAY SPREAD MODELS AS FUNCTIONS OF ANTENNA HEIGHT FOR MICROCELLULAR SYSTEM DESIGN Knnth L. Blackard, Martin J. Furstin, Thodor S. Rappaport, ScottY. Sidl Mobil & Portabl Radio Rsarch Group
More informationTax Alert. Income Tax. Contacts: Paul Tobin Partner Loreta Peçi Director
Tax Alrt Albania Issu 1 January 2014 Contacts: Paul Tobin Partnr E-mail: paul.tobin@bg.pwc.com Lorta Pçi Dirctor E-mail: lorta.pci@al.pwc.com Blvd. Dshmort Kombit, Twin Towrs, Towr 1, 10 th floor, Tirana,
More informationShare Price Volatility: The Case of Pharmaceutical and Chemical Companies
World Journal of Social Scincs Vol. 6. No. 2. July 2016 Spcial Issu. Pp. 29 38 Shar Pric Volatility: Th Cas of Pharmacutical and Chmical Companis Mohammad Naym Abdullah*, Kamruddin Parvz**, Rahat Bari
More informationLong Term Operation Models for Deregulated Electricity Markets
Long Trm Opration Modls for Drgulatd Elctricity Markts Andrés Ramos Mariano Vntosa Michl Rivir EES-UETP Madrid, April 2000 Outlin Introduction Markt Equilibrium in Microconomic Thory: Prfct Comptition,
More informationOPTIMAL ORDERING QUANTITIES FOR SUBSTITUTABLE ITEMS UNDER JOINT REPLENISHMENT WITH COST OF SUBSTITUTION
O P E R A T I O N S R E S E A R C H A N D D E C I S I O N S No. 07 DOI: 0.577/ord7005 Vinod Kumar MISHRA Kripa SHANKER OPTIMAL ORDERING UANTITIES FOR SUBSTITUTABLE ITEMS UNDER JOINT REPLENISHMENT WITH
More informationTowards an Agile Enterprise Architecture for Wits
Towards an Agil Entrpris Architctur for Wits Prof Drk W. Kats Dputy Vic Chancllor (Knowldg & Information Managmnt) Th Univrsity of th Witwatrsrand, Johannsburg http://kim.wits.ac.za drk.kats@wits.ac.za
More informationPrivate Health Insurance: Estimates of Effects of Health Insurance Tax Credits and Deductions as Pronosed in H.R. 2261
GAO Unitd Stats Gnral Accounting Offic Washington, D.C. 20648 Halth, Education and Human Srvics Division B-283570 Sptmbr 13,1999 Th Honorabl Nancy L. Johnson Hous of Rprsntativs Dar Mrs. Johnson: Subjct:
More informationEnd-of-period vs. continuous accounting of inventory related costs
End-of-priod vs. continuous accounting of invntory rlatd costs Nils Rudi Harry Gronvlt Taylor R. Randall INSEAD, Boulvard d Constanc, 7735 Fontainblau, Franc Simon School of Businss, Univrsity of Rochstr,
More informatione 7 r a d i t : G n u g r i t i n t i v e W on Core r r a a N g im n c h Com n L a u
in m o C L a u n c h m g n o N a rr r o C a v ti W r i it n g u n i t: G ra d 7 Information Card Nam District Email Grad Lvl What social mdia ar you comfortabl using? Building Our Community What is your
More informationClassical Linear Regression Model
Classical Linar Rgrssion Modl Lt y t b th t-th random variabl, t, 2,,, whr is th sampl siz y Assumptions A: Linarity in th paramtr vctor b: E(y t ) Σ i ti β i : E(Y) Xb whr ti is th t-th obsrvation on
More information6/16/2008. Money and Inflation. In this chapter, you will learn. The connection between money and prices. Money: Functions.
C H A P T E R 4 ony and Inflation In this chaptr, you will larn Th classical thory of inflation causs ffcts social costs Classical assums prics ar flxibl & markts clar Applis to th long run slid 1 15%
More informationMammography Experience Study (Hosmer & Lemeshow, 2000)
Multinomial logistic rgrssion Mammography Exprinc Study (Hosmr & Lmshow, 2000) Variabl Dscription Cods/Valus Nam Idntification Cod -42 OBS 2 Mammography Exprinc 0 = Nvr ME = Within On Yar 2 = Ovr On Yar
More information4. Economic Efficiency and the Environment
4. Economic Efficincy and th Environmnt 4.1 Efficincy as Social Surplus Maximization For th most part w will dfin fficincy in trms of social surplus maximization. Social surplus is maximizd if _ That is,
More information2012 FULL YEAR. Results Presentation. Investor Road Show May 2012
2012 FULL YEAR Rsults Prsntation Invstor Road Show May 2012 IMPORTANT NOTICE AND DISCLAIMER This prsntation has bn prpard by Campbll Brothrs Limitd, (CBL or th Company). It contains gnral information about
More informationCo-Authors: Greg Hogan (AFCAA) and Darren Elliott (Tecolote Research, Inc)
RE01: Joint Cost Schdul Modl(JCSM) - Rcnt AFCAA Efforts to Assss Intgratd Cost and Schdul Analysis Antonio Ripp Tcolot Rsarch Inc. 1322 Spac Park Driv, Suit A246, Nassau Bay, TX 77058 aripp@tcolot.com
More informationThe EU as an Actor in International Climate Policy: External Competence, Internal Procedure and Actual Practice
26 Novmbr 2008: VUB/IES Lctur Th EU as an Actor in Intrnational Climat Policy: Extrnal Comptnc, Intrnal Procdur and Actual Practic Louis van Schaik l Europanحي Studis Programm www.clingndal.nl/csp Contnt
More informationThe Effect of Insurance Business on Economic Development in Nigeria
Journal of Emrging Trnds in Economics and Managmnt Scincs (JETEMS) 2 (4): 275-28 Scholarlink Rsarch Institut Journals, 211 (ISSN: 2141-724) Journal jtms.scholarlinkrsarch.org of Emrging Trnds Economics
More informationAN OVERVIEW OF ALTERNATIVE ASSETS IN SELF-DIRECTED IRAS
AN OVERVIEW OF ALTERNATIVE ASSETS IN SELF-DIRECTED IRAS AN OVERVIEW OF ALTERNATIVE ASSETS IN SELF-DIRECTED IRAS 1 THE UNTAPPED MARKET With th uncrtainty in today s financial markt, many advisors and thir
More informationForeign employees working on hydrocarbon operations. Tax procedures
Tax Alrt Albania Issu 6 Dcmbr 2013 Contacts: Paul Tobin Partnr E-mail: paul.tobin@bg.pwc.com Lorta Pçi Dirctor E-mail: lorta.pci@al.pwc.com Blvd. Dshmort Kombit, Twin Towrs, Towr 1, 10 th floor, Tirana,
More informationEconomic perspective: an unique way of thinking about economic issues Scarcity and Choice Rational Behavior Marginal Thinking: Costs and Benefits
AP Macroconomics Chaptr On p. 3-10 Economics: social scinc concrnd with th fficint us of limitd or scarc rsourcs to achiv maximum satisfaction of human matrial wants. Economic prspctiv: an uniqu way of
More informationEnterprise Risk Management in (Re)Insurance. Saskia Goedhart CRO, Munich Re North America (Life)
Entrpris Risk Managmnt in (R)Insuranc Saskia Godhart CRO, Munich R North Amrica (Lif) Topics of Discussion Entrpris Risk Managmnt Risk managmnt structur and tasks in a global insuranc company Emrging risks
More informationAFFECTED MINOR DESTROYED MAJOR. County PDA Team Member: Florida Division of Emergency Management. State PDA Team Member: FEMA PDA Team Member: Event:
Florida Division of Emrgncy Managmnt Prliminary Damag Assssmnt Housing and Businsss - Fild Sht Evnt: County PDA Tam Mmbr: Stat PDA Tam Mmbr: FEMA PDA Tam Mmbr: Pag: As of : SBA PDA Tam Mmbr: CUNTY USNG
More informationA Market-Induced Mechanism For Stock Pinning
IMPA, Rio d Janiro Tnth Annual Workshop on Drivativ Scuritis and Risk Managmnt Cntr For Applid Probability, Columbia Univrsity A Markt-Inducd Mchanism For Stock Pinning Marco Avllanda Courant Institut
More information/2/04 04 - Soil Information for Structur Founation Rf: Principl of otchnical Enginring, Braja M. Da, 994 Coatal Enginring Hanbook, J.B. Hrbich, 99 Eroion & Simntation, P.Y. Julin, 998 Topic: Dign Concrn
More informationMultidimensional IRT 1. Multidimensional Item Response Theory. Alan Socha. James Madison University
Multidimnsional IRT 1 Multidimnsional Itm Rspons Thory Alan Socha Jams Madison Univrsity Multidimnsional IRT 2 Background Itm rspons thory (IRT) is a systm of modls that xplains th rlationship btwn prsons
More informationBuying: AstraZeneca PLC (AZN)
Buying: AstraZnca PLC (AZN) Improv th portfolio : As companis grow (or shrink) and as thir shar prics go up (or down) th attractivnss of th invstmnt changs. If a company s shar pric shoots up too fast,
More informationNegative Royalty in Duopoly and Definition of License Fee: General Demand and Cost Functions
Intrnational Journal of usinss Economics 018 Vol 17 No 163-178 Ngativ Royalty in Duopoly Dfinition of Licns F: Gnral Dm Cost Functions Masahiko Hattori Faculty of Economics Doshisha Univrsity Japan Yasuhito
More informationSki rental with two general options
Ski rntal with two gnral options Zvi Lotkr Bn Gurion Univrsity Boaz Patt-Shamir Tl Aviv Univrsity Jun 8, 28 Dror Rawitz Univrsity of Haifa Abstract W dfin and solv a simpl xtnsion of th ski-rntal problm
More informationYATIN STEELS INDIA PRIVATE LIMITED
Prss Rlas YATIN STEELS INDIA PRIVATE LIMITED 09 March, 2018 Rating Raffirmd Total Bank Facilitis Ratd* Long Trm Rating Short Trm Rating * Rfr Annxur for dtails Rs. 435.00 Cr. SMERA BBB+ / Outlook: Stabl
More informationAbout these notes These notes should be read with your part-time Tuition Fee Loan and Course Grant application form.
PTLC Nots Tuition F Loan and Cours Grant application nots for continuing part-tim studnts 2017/18 About ths nots Ths nots should b rad with your part-tim Tuition F Loan and Cours Grant application form.
More informationA 21st Century Perspective on Asset Management 1
A 21st Cntury Prspctiv on Asst Managmnt 1 Jan-Pirr Danthin, John B. Donaldson and Rajnish Mhra Abstract In this ssay w discuss two important trnds that ar shaping th volution of th asst managmnt industry.
More informationc Forward My goal in writing this book was to provid a practical, nononsns guid for undrstanding th most prsuasiv tool in businss; th financial analysis. Th popularity of it has givn m th opportunity
More informationGreen Ontario Fund (GreenON)
Grn Ontario Fund (GrnON) BUSINESS CASE SUMMARY submission du March 15/18 List all of th rtrofit and rnovation rpairs idntifid in your submission, including stimatd costs and proposd timlins (commncmnt
More informationRISK MODELING AND CALIFORNIA RESIDENTIAL EARTHQUAKE INSURANCE
RISK MODELING AND CALIFORNIA RESIDENTIAL EARTHQUAKE INSURANCE Robert Muir-Wood Chief Research Officer July 9 th 2015 1 $M CALIFORNIA EARTHQUAKE INSURANCE 1968-1993: A THRIVING AND STABLE MARKET 600 Loma
More informationFirst Cut Stock Study Report
Firt Cut Stock Study Rort Comany Nam: CH Robinon Worldwid Tickr: CHRW Dat of Study: /0/0 Pric: $ 8. Your Nam: Email addr: Mary D Fril mary@dfril.com City: Bllvu Stat: WA Chatr Nam (if alicabl): Pugt Sound
More informationInflation expectations: The Swedish experience
Inflation xpctations: Th Swdish xprinc Riksbank inflation targt not crdibl in th bginning but vntually achivd Targt announcd Targt applis Crdibility achivd Lars E.O. Svnsson Stockholm School of Economics
More informationThe Financial Crisis and Executive Compensation: an Analysis and a Proposal for a Novel Structure
h 2007-2009 Financial Crisis and Excutiv Compnsation: an Analysis and a Proposal for a Novl Structur Yoram Landskronr** and Alon Raviv* May 24, 2010 JEL classification: G12, G13, G21, G28, G38, E58. Kywords:
More informationChapters 17: Exchange rate and balance of payments
Chaptrs 17: Exchang rat and balanc of paymnts Ky ida: w dvlop an opn-conomy vrsion of IS-LM modl which shows how GDP, intrst rat and xchang rat (th thr ndognous variabls) ar dtrmind in short run with sticky
More informationModello commentato per il reporting degli strumenti finanziari ai sensi dell'articolo 46 CPR
I. 1 1,1 Modllo commntato pr il rporting dgli strumnti finanziari ai snsi dll'articolo 46 CPR Idntification of th programm and priority or masur from which support from th ESI Funds is providd (Articl
More informationDoes Inter-Market Competition Lead to Less Regulation? 1
Dos Intr-Markt Comptition Lad to Lss Rgulation? 1 Sarah Draus January 010 Job markt papr Abstract This papr prsnts a modl to analyz th consquncs of comptition in ordr-flow btwn a profit maximizing stock
More informationEQUITY & CORPORATE VALUATION
DIVIDEND DISCOUNT MODEL 1. Th intrinsic valu of EC Limitd s shar according to Mr. R. Ramamurthy is calculatd as follows: D 1 g 111.75 11.825 V K g.14.75.65 = Rs.181.92 b. Th intrinsic valu of EC Limitd
More informationte Finance (4th Edition), July 2017.
Tim-Varying Rats of Rturn and th Yild Curv Whn Rats of Rturn ar Diffrnt In this chaptr, w will mak th world a littl mor complx and a lot mor ralistic, although w ar still assuming prfct forsight and prfct
More information16 MGD IBT 22 MGD IBT
Simulatd LIP Stags ZERO IBT MGD IBT MGD IBT MGD IBT LIPStags - Jan-9 Jan- Jan-9 Jan- Jan-9 Jan- Jan-9 Jan- Jan-9 Jan- Jan-9 Jan- Jan-9 Jan-9 Jan-99 T im LIP Summary for a Lak Norman Withdrawal for LIP
More informationIs doing a good deed equal to having a good lunch?
Is doing a good dd qual to having a good lunch? Sinc th mltdown banks hav cut back on consumr lnding but do w nd big banks for small loans? Aaron Lai looks at nw sourcs of financ and at th intrst rats
More informationExchange rates. Some rules for convenience. KC3002 International Finance /International Macroeconomics
KC32 Intrnatonal Fnanc /Intrnatonal Macroconomcs Sprng 26 Lctur 2 xchang ats: qulbrum n th Forgn xchang Markt Part A xchang at ssntals Hdyuk IWAMUA Faculty of Intrnatonal Studs 2 xchang rats An xchang
More informationThe Creation Of Bankruptcy Prediction Model Using Springate and SAF Models
DOI: 10.7763/IPEDR. 2012. V54. 2 Th Cration Of Bankruptcy Prdiction Modl Using Springat and SAF Modls Vahdat Aghajani +1, Mohammad Jouzbarkand 2 1 Dpartmnt of accounting Ardabil Branch, Islamic Azad Univrsity,
More informationte Finance (4th Edition), July 2017.
Valuation from Comparabls and Financial Ratios A Practical Approach NPV analysis is hard. Arn t thr any asir altrnativs? Surprisingly, th answr is ys. Valuation by comparabls, or comps for short, is th
More informationPatient Registration
Pain Rgisraion Pain Informaion: Nam: Hom Phon: Addrss: Cll Phon: Ciy: Sa: Zip Cod: Da of Birh: Social Sc. #: Marial Saus: Email addrss: May w conac you by Email: Ys / No Work informaion: Employr: Employr
More informationXylem Inc. reports third quarter 2016 earnings
Xylm Inc. rports third quartr arnings Company complts Snsus acquisition and also acquirs Visnti, a providr of smart tchnologis for th managmnt of watr ntworks; Both additions incras Xylm s offrings of
More informationWorking Paper Series. Anchoring of inflation expectations in the euro area: recent evidence based on survey data. No 1945 / August 2016
Working Papr Sris Tomasz Łyziak and Maritta Paloviita Anchoring of inflation xpctations in th uro ara: rcnt vidnc basd on survy data Task forc on low inflation (LIFT) No 1945 / August 2016 Not: This Working
More informationINVESTIGATION AND IDENTIFICATION OF EFFECTIVE ELEMENTS ON ATTRACTING DEBTS IN COMPANIES LISTED IN TEHRAN STOCK EXCHANGE
INVESTIGATION AND IDENTIFICATION OF EFFECTIVE ELEMENTS ON ATTRACTING DEBTS IN COMPANIES LISTED IN TEHRAN STOCK EXCHANGE Afsanh Msgari an * Abollah Mahmooi Dpartmnt of Public Aministration, Mahaba Branch,
More informationINTERNATIONAL REAL ESTATE REVIEW 2004 Vol. 7 No. 1: pp Investing in Real Estate: Mortgage Financing Practices and Optimal Holding Period
Mortgag Financing Practics and Optimal Holding Priod 71 INTERNATIONAL REAL ETATE REVIEW 2004 Vol. 7 No. 1: pp. 71-97 Invsting in Ral Estat: Mortgag Financing Practics and Optimal Holding Priod Winston
More informationIntermediate & College Algebra Course Redesign Progress Report. College Algebra - Replacement Model
Intrmdiat & Collg Algbra Cours Rdsign Progrss Rport Dpartmnt of Scincs and Mathmatics Mississippi Univrsity for Womn Krzl Principal Invstigator and Dpartmnt Chair Adhikari, Hans, Oppnhimr, Yang Jun 23,
More information