Curbing Emissions through a Carbon Liabilities Market: A note from a climate skeptic s perspective

Size: px
Start display at page:

Download "Curbing Emissions through a Carbon Liabilities Market: A note from a climate skeptic s perspective"

Transcription

1 Curbing Emiion hrough a Carbon Liabiliie Marke: A noe from a climae kepic perpecive Eienne Billee de Villemeur, Juin Leroux Série Scienifique Scienific Serie Monréal Février 2014/February Eienne Billee de Villemeur, Juin Leroux. Tou droi réervé. All righ reerved. Reproducion parielle permie avec ciaion du documen ource, incluan la noice. Shor ecion may be quoed wihou explici permiion, if full credi, including noice, i given o he ource.

2 CIRANO Le CIRANO e un organime an bu lucraif coniué en veru de la Loi de compagnie du Québec. Le financemen de on infrarucure e de e acivié de recherche provien de coiaion de e organiaion-membre, d une ubvenion d infrarucure du Minière de l'eneignemen upérieur, de la Recherche, de la Science e de la Technologie, de même que de ubvenion e manda obenu par e équipe de recherche. CIRANO i a privae non-profi organizaion incorporaed under he Québec Companie Ac. I infrarucure and reearch aciviie are funded hrough fee paid by member organizaion, an infrarucure gran from he Minière de l'eneignemen upérieur, de la Recherche, de la Science e de la Technologie, and gran and reearch mandae obained by i reearch eam. Le parenaire du CIRANO Parenaire majeur Minière de l'eneignemen upérieur, de la Recherche, de la Science e de la Technologie Parenaire corporaif Auorié de marché financier Banque de développemen du Canada Banque du Canada Banque Laurenienne du Canada Banque Naionale du Canada Banque Scoia Bell Canada BMO Groupe financier Caie de dépô e placemen du Québec Fédéraion de caie Dejardin du Québec Financière Sun Life, Québec Gaz Méro Hydro-Québec Indurie Canada Inveiemen PSP Minière de Finance e de l Économie Power Corporaion du Canada Rio Tino Alcan Trana A.T. Ville de Monréal Parenaire univeriaire École Polyechnique de Monréal École de echnologie upérieure (ÉTS) HEC Monréal Iniu naional de la recherche cienifique (INRS) McGill Univeriy Univerié Concordia Univerié de Monréal Univerié de Sherbrooke Univerié du Québec Univerié du Québec à Monréal Univerié Laval Le CIRANO collabore avec de nombreux cenre e chaire de recherche univeriaire don on peu conuler la lie ur on ie web. Le cahier de la érie cienifique (CS) vien à rendre acceible de réula de recherche effecuée au CIRANO afin de ucier échange e commenaire. Ce cahier on écri dan le yle de publicaion cienifique. Le idée e le opinion émie on ou l unique reponabilié de aueur e ne repréenen pa néceairemen le poiion du CIRANO ou de e parenaire. Thi paper preen reearch carried ou a CIRANO and aim a encouraging dicuion and commen. The obervaion and viewpoin expreed are he ole reponibiliy of he auhor. They do no necearily repreen poiion of CIRANO or i parner. ISSN (en ligne) Parenaire financier

3 Curbing Emiion hrough a Carbon Liabiliie Marke: A noe from a climae kepic perpecive * Eienne Billee de Villemeur, Juin Leroux Réumé/abrac We argue for he creaion of a carbon liabiliie marke o addre climae change. Each period, counrie would be made liable for heir hare of reponibiliy in curren climae damage. Becaue liabiliie could be raded like financial deb, robune o raegic manipulaion and efficiency enue. Moreover, hi decenralize he choice of he rae by which counrie dicoun fuure benefi and damage. Raher han being baed on an expeced dicouned um of fuure marginal damage (a wih a carbon ax or radable emiion permi) our propoal relie only on oberved realized damage and on he well-documened emiion hiory of counrie. Mo clé/keyword: Carbon Liabiliie, Climae Policy, Marke Inrumen. Code JEL : Q54, H23. * The auhor wih o hank Geir Aheim, Haan Benchekroun, Yann Bramoullé, Aleio D.Amao, George Dionne, Paul Ekin, Gérard Gaude, André Grimaud, Chriian Gollier, Jérémy Lauren-Luchei, Peer Harley, Marcu Hermann, Loui Hoe, Shi-Ling Hu, Yann Kervinio, Séphane Lambrech, Derek Lemoine, Lelie Marin, Sephen Salan, Marc Sanugini, Charle Séguin, Jen Seffek, Nicola Treich, Edilio Valenini, Bruno Veraevel, Mirko Wiederhol, Ralph Winkler a well a paricipan of he 2012 Occaional California Workhop on Environmenal and Reource Economic, he Monreal Reource and Environmenal Economic Workhop, and he 2012 Pari Environmenal and Energy Economic Seminar (PEEES). EQUIPPE, Univerié de Lille, France. HEC Monréal, CIRANO & CIRPEE, Canada, juin.leroux@hec.ca.

4 1 Inroducion Climae policie ha rely on economic inrumen, uch a emiion axe or cap-and-rade program, exac immediae paymen on he bai ha climae damage will occur in he fuure. In principle, an opimal carbon ax ak emier o pay oday he expeced dicouned marginal damage of emiion, according o ome climae damage cenario over he nex decade, omeime cenurie ha may or may no maerialize. Likewie, he number of radable permi iued in an effi cien cap-and-rade program i alo coningen on aid cenario, effecively coing emier he full expeced conequence of heir emiion flow upon emiing. Should hee cenario or mankind reponibiliy in hem prove inaccurae, uch anicipaory cheme would caue needle dirupion o he economy. Inead, we argue in favor of holding counrie liable for climae damage ariing from heir greenhoue ga emiion hrough he creaion of a marke for liabiliie. Concreely, emiing CO 2 in he amophere 1 would be accompanied by he iuance of a carbon liabiliy: a legal duy for he bearer o pay damage over ime a climae damage occur. 2 In oher word, he bearer of carbon liabiliie would be repaying heir deb o he world in inallmen raher han upfron. Carbon liabiliie would no expire, bu would inead decay a he ame rae a amopheric CO 2, all he while holding i bearer accounable for paying carbon damage a climae damage occur. Carbon liabiliie could be old o oher counrie, by paying hem o honor heir newly acquired reponibiliy in fuure climae damage. 3 effi ciency. Free rade on he global marke would enure The idea of uing liabiliie a a mean o conrolling exernaliie race back 1 For expoiional purpoe, we hall peak only in erm of CO 2. 2 Clearly, he iue of deermining he magniude of anhropogenic climae damage i a diffi cul one. Noe, however, ha hi queion i by no mean reolved wih a carbon ax. In fac i i made even wore, becaue eimaing he value of he damage caued by a on of carbon emied oday decade or cenurie ino he fuure i a much more heroic fea han aeing he reponibiliy of pa emiion in (oberved) damage ocurring oday. Ye, very few objecion o he carbon ax eem o be raied on hoe ground. 3 Thank o he financiariaion of climae liabiliie, carbon damage would add o he naional deb. Therefore, here i no reaon o be more concerned by counrie defauling on he paymen of carbon damage han by heir defauling on he repaymen of naional deb. However, here i a difference in he naure of hee deb. In he unlikely cae of defaul on financial deb, hoe affeced are credior who choe o expoe hemelve o financial rik. By conra, hoe affeced by defaul on carbon deb are likely o be reiden of vulnerable counrie ha did no chooe o expoe hemelve o climae rik. We hank Yann Kervinio for hi obervaion. 2

5 o Calabrei (1970) and wa recenly compared o correcive axaion in Shavell (2011). On he one hand, regulaion (axaion) i coly even in he abence of damage, wherea a liabiliy approach only kick in when harm acually occur. On he oher hand, a liabiliy approach i ypically more informaionally demanding becaue i require eablihing or (Kolad e al, 1990; Shavell, 2011). Hence, a liabiliy approach i likely o be more appropriae in iuaion where damage i highly uncerain bu where i ource can be eaily eablihed. Thi i preciely he cae of climae change, where he magniude of damage i ypically unknown bu he reponibiliy of counrie oward CO 2 concenraion can be readily eablihed hank o available daa on cumulaed CO 2 emiion per counry (e.g., from he World Reource Iniue or he World Bank daabae). 4 2 Effi ciency Le {D } + =0 = { } + i Di denoe he flow of ochaic damage borne by all =0 counrie, indexed by i, a aached o anhropogenic climae change. A any period, he occurrence and he magniude of hi damage i aumed o be an increaing funcion of Z, he curren ock of anhropogenic CO 2 in he amophere. Our propoal coni in convering CO 2 emiion ino financial deb. More preciely, in each period, all counrie are required o conribue o an inernaional climae fund o he une of µ Z j where µ = dd /dz i he marginal climae damage due o anhropogenic emiion 5 and where Z j = = γ X j i he conribuion of counry j o he ock Z (i i he dicouned um of i pa emiion X j, for all, accouning for heir naural decay a rae 1 γ). 6 4 The liabiliy approach i uually dicued in he conex of or law, involving privae parie and legal co aached o lawui, o eablihing due care and negligence. By conra, he liabiliy approach we conider here i public, in he ene ha i involve counrie, and would coni in an auomaic procedure where he negligence rule play no role. Counrie would be held reponible for climae damage according o heir pa emiion. 5 Unlike in or law, we do no aim for "full liabiliy" becaue i i no opimal o cover all he co. Raher, we require counrie o pay for he marginal damage hey induce, hence our ue of he phrae "effi cien carbon liabiliie". 6 I i acually no required o race back emiion o infiniy. In fac, accouning only for, ay, po-1990 emiion would reul in he very ame emiion paern. Indeed, he runcaion imply amoun o lump-um ranfer o counrie while preerving incenive a he margin. 3

6 Propoiion 1 Under he uual Pigovian aumpion ha no ingle agen ha an impac on he marginal damage, 7 uch a carbon deb cheme yield fir-be emiion paern. Proof. benefi a: Under raional expecaion, counry i evaluae i preen ne B i = + =0 β B i ( ) X i µ Z i ], (1) ( ) where B i X i i he per-period benefi of counry i reuling from i emiion in he curren period. Counry i hen chooe an emiion ream { X i uch ha: B i X i = E β µ Z i X i ] = E (γβ) D Z ] } + =0 under he aumpion ha no ingle agen ha an impac on marginal damage. Each counry equalize i marginal benefi wih he expeced dicouned value of marginal climae damage, hu achieving fir-be effi ciency. Noice ha he only informaion required of he planner o implemen our cheme, on op of he well-documened emiion hiory of counrie, i µ = dd dz : he marginal impac of curren anhropogenic CO 2 concenraion on he curren flow of climae damage. While obaining hi informaion accuraely may be no mall ak, i eem far le dauning o be working wih oberved daa han wih predicion over fuure decade or cenurie. Indeed, he informaion required o implemen an effi cien carbon ax, τ, or he equivalen cap-and-rade program i he expeced, dicouned um of he marginal impac of curren emiion on fuure climae damage: τ = E β Z i D X i Z ] = E (γβ) D Z From a policy andpoin, implemening our carbon deb policy i impler han implemening a cap-and-rade program. Under our cheme, carbon deb i iued and allocaed yemaically baed on each counry oberved emiion. 7 We hall work under hi aumpion hroughou. I follow ha we hall ignore raegic iue aociaed wih he relaive ize of counrie a dicued in he nex ecion. ]. (2) 4

7 By conra, cap-and-rade cheme require a planner o iue and allocae permi wih he obviou rik of micalculaion and miallocaion, repecively. The upho of requiring le of he planner i ha much more freedom i lef o he counrie, hu allowing for more decenralizaion han, ay, a harmonized carbon ax policy or a global cap-and-rade program. 8 Specifically, counrie make heir own predicion abou fuure damage and work wih heir own dicoun facor. However, here i a limi o decenralizaion: making firm liable would increae defaul rik and lead o kewed incenive. By conra, aigning liabiliie a he counry level enure olvabiliy and correc incenive becaue naion are long-lived. In addiion, hi give counrie overeigny on how o finance heir carbon damage. Secion 3 addree how rade can mainain effi ciency in he cae where counrie have differen dicoun facor and differen expecaion abou fuure anhropogenic climae damage. 3 Robune If deb can be raded, our approach i robu o heerogeneiy in dicoun facor and o diverging foreca. If dicoun facor and foreca are counry-pecific Expreion (2) become: B i X i ] = E i (γβ i ) µ where β i and E i are he dicoun facor and he expecaion of counry i, repecively. Counry heerogeneiy yield rade opporuniie: a marke for deb leave i o counrie o deermine how much deb hey wih o hold baed on heir predicion of fuure climae change damage. Should opinion differ on he likelihood and magniude of fuure damage, or on he dicoun rae, effi ciency i mainained hrough rade a we now how. Specifically, given a compeiive marke price, p, counrie may chooe o buy carbon deb and be paid o do o or o ell hem, by paying oher o 8 Seing a number of permi i anamoun o chooing a dicoun facor and o adoping a pecific predicion of fuure climae damage. Thu, from hi perpecive, a global capand-rade program i acually cloer o cenralizaion han o decenralizaion (even hough effi ciency call again he fragmenaion of permi marke). 5

8 hold deb in heir ead. Propoiion 2 Conider a carbon liabiliie cheme where inallmen are e o curren marginal climae damage: µ = D Z. Allowing carbon deb o be raded mainain effi ciency while decenralizing preference and belief. Proof. We how ha effi ciency i robu o heerogeneiy in counrie dicoun facor. The proof auming counrie formulae differen expecaion abou fuure damage, E i, proceed imilarly. Suppoe counrie have heerogeneou dicoun facor. Aume counry j ell Y j uni of he deb aociaed o i curren emion, X j + Y j. I expeced ne preen benefi wrie a follow: B j = + =0 β je 0 B j ( X j + Y j ) ( )]] p Y j µ Z j + c j p Z j, where c j i he co of holding financial deb for counry j a dae and Z j = γz j 1 + Xj i he amoun of carbon deb held by counry j a dae. The ole purpoe of inroducing a co of holding financial deb i o enure an inerior oluion. We inerpre i a counry defaul rik and herefore aume i o be negligible for uual level of deb. We aume c j o be increaing, ricly convex, and uch ha c j (0) = 0. Similarly, aume counry i purchae Y i uni of deb, a meaured in carbon ock uni. I expeced ne preen benefi wrie a follow: B i = + =0 β ie 0 B i ( X i ) + p Y i µ Z i + c i ( p Z i )]], where he carbon ock for which counry i i conidered o be reponible now wrie: Z i = γz i 1 + X i + Y i From he poin of view of a ne eller of carbon deb, he fir-order condiion 6

9 wrie a follow: B j X j B j Y j = E = E = p β Z j j X j µ + p c j ( p Z i )] ] ( ) D γβj + p c j ( p Z j ) ]] Z From he poin of view of a ne buyer of carbon deb, he fir-order condiion are he following: B i X i I follow ha, for all i: and for all j yielding effi ciency. + = E β Z i i µ X i + p c i ( p Z i )] ] + = E (γβ i ) D + p c i ( p Z i ) ]] Z + p = E β Z i i µ Y i + p c i ( p Z i )] ] + = E (γβ i ) D + p c i ( p Z i ) ]] Z B i X i p = Bj Y j = p, = Bj X j, Propoiion 2 can be een a an analog of he Fir Welfare Theorem, whereby allowing carbon deb o be raded yield allocaive effi ciency hrough decenralizaion. 9 Furhemore, anoher conequence of Propoiion 2 i ha our cheme allow for diverging opinion regarding climae change. I i alo noeworhy ha our mechanim i robu in he ene of being immune o raegic ma- 9 I would be inereing o explore wheher an equivalen of he Second Welfare Theorem hold. For an aemp o conjugae allocaive effi ciency wih he rediribuive apec of global warming, ee Billee de Villemeur and Leroux (2011). 7

10 nipulaion boh in he dicoun facor and in he expecaion becaue he final allocaion of deb i a compeiive marke oucome. To um up, he inroducion of a marke for carbon deb make our mechanim robu o mirepreenaion and o mireporing. Morever: Remark 3 Becaue our cheme financialize he carbon deb, failure o honor he laer i now no differen han a defaul in he repaymen of financial deb. If counrie ake par in hi cheme, hey are unlikely o renege on heir paricipaion. Naurally, here i he queion of wheher counrie will paricipae in he fir place, leading o he general heme of coaliion formaion in inernaional environmenal agreemen. Becaue he expeced ne dicouned payoff of counrie are idenical under our approach a wih an opimal carbon ax, we do no expec o obain in our eing markedly differen concluion from hoe of ha lieraure. Of coure, hoe very imporan queion deerve o be addreed more carefully, which we leave o fuure work. 4 Liabiliy Alhough here i ome evidence ha climae change already ha an impac on economic oucome, climae damage remain highly uncerain and volaile. I follow ha ex ane approache o climae policy exhibi he unappealing feaure of poibly requiring high paymen when realized damage i low. A liabiliy approach avoid hi diconnecedne by linking paymen o realized harm. 10 The key feaure of our mechanim i ha he propec of being liable for fuure damage creae incenive o reduce emiion oday. I i a general principle of juice ha no pary can be liable in he abence of "conrucive noice". 11 In oher word, a counry hould no be aked o pay for he climae conequence of emiion made before he dicovery of he impac of greenhoue gae on he climae. A already menioned, however, our mechanim doe no require racing back emiion o infiniy, bu can accoun for anhropogenic 10 In or law, one apec of he debae beween he regulaory and he liabiliy approache we did no ye menion i he fac ha paymen reflec realized harm in he laer wherea hey are baed on he poibiliy of harm in he former. On hi, ee Shavell (1984, 2011) and Kolad e al (1990). 11 We hank Shi-Ling Hu for bringing hi iue o our aenion. 8

11 emiion aring a ome agreed-upon reference dae only. I hu doe no violae hi baic legal principle. 12 Becaue i require a conenu only on he principle and on a aring dae, one can expec an agreemen o be more eaily reached wih a liabiliy approach han wih axaion. Indeed, he laer require a conenu on he magniude of ye unrealized climae even far off in he fuure, a much more ambiiou goal. We now urn o a formal preenaion of our liabiliy cheme. Aume ha paymen are adjued according o realized damage, D (Z ). More preciely, aume ha counrie are acually required o pay µ Z i I D, where I D = D (Z ) E D (Z )] i he raio of he realized over he expeced damage. 13 Propoiion 4 The liabiliy rule µ Z i I D i fir-be effi cien, robu and yield paymen proporional o realized climae damage. Proof. By definiion, E I D ] = 1 for all, o ha expeced paymen are unchanged. Hence, from Propoiion 1, he liabiliy rule i fir-be effi cien. For he ame reaon, from Propoiion 2, i i robu o mirepreenaion and deviaion. Furhermore, µ ZI i D i indeed proporional o realized harm: µ ZI i D = dd Z i D (Z ) dz E D (Z )] = Zi Z (dd /dz ) E D (Z ) /Z ] D (Z ). If he damage funcion, D, were linear, paymen would exacly cover oal damage and counrie would pay in proporion o heir emiion conribuion: µ Z i I D = Zi Z D (Z ). If he damage funcion i convex, oal paymen add up o more han he realized damage becaue fir-be effi ciency require going beyond full liabiliy Obviouly, for incenive o exi, "acual noice" i alo needed; i.e., counrie mu no only be aware of he fac ha hey are cauing harm (conrucive noice), bu mu alo be informed ha hey will be conidered liable for fuure climae damage. 13 Expecaion i aumed o be aken a he beginning of he period. 14 The incompaibiliy beween fir-be effi ciency and budge balance i well-known. See, e.g., Billee de Villemeur and Leroux (2011). 9

12 Remark 5 Full liabiliy coniue a conervaive policy where paymen rely only on realized damage, and no even on ome eimae of he marginal damage funcion. In Europe and in he U.S., he field of environmenal damage eimaion i already well developed. Reference 1] Calabrei, G., The Co of Acciden: A Legal and Economic Analyi, New Haven, CN.: Yale Univeriy Pre, ] Billee de Villemeur, E. and J. Leroux (2011) Sharing he Co of Global Warming, The Scandinavian Journal of Economic, 113(4), ] Hammond, Peer J., (1981) Ex-Ane and Ex-Po Welfare Opimaliy under Uncerainy, Economica, 48 (n.191), ] Kolad, C. D., T.S. Ulen and G.V. Johnon (1990), "Ex Po Liabiliy for Harm,v. Ex Ane Safey Regulaion: Subiue of Complemen?", American Economic Review, 80(4), ] Shavell, S. (1984) "Liabiliy for Harm Veru Regulaion of Safey", Journal of Legal Sudie, June 1984, 13, ] Shavell, Seven, (2011), Correcive axaion veru liabiliy, American Economic Review, Paper and Proceeding, 101(3),

How has globalisation affected inflation dynamics in the United Kingdom?

How has globalisation affected inflation dynamics in the United Kingdom? 292 Quarerly Bullein 2008 Q3 How ha globaliaion affeced inflaion dynamic in he Unied Kingdom? By Jennifer Greenlade and Sephen Millard of he Bank Srucural Economic Analyi Diviion and Chri Peacock of he

More information

How Much Can Taxes Help Selfish Routing?

How Much Can Taxes Help Selfish Routing? How Much Can Taxe Help Selfih Rouing? Tim Roughgarden (Cornell) Join wih Richard Cole (NYU) and Yevgeniy Dodi (NYU) Selfih Rouing a direced graph G = (V,E) a ource and a deinaion one uni of raffic from

More information

Markit Excess Return Credit Indices Guide for price based indices

Markit Excess Return Credit Indices Guide for price based indices Marki Excess Reurn Credi Indices Guide for price based indices Sepember 2011 Marki Excess Reurn Credi Indices Guide for price based indices Conens Inroducion...3 Index Calculaion Mehodology...4 Semi-annual

More information

A Note on Using the Svensson procedure to estimate the risk free rate in corporate valuation

A Note on Using the Svensson procedure to estimate the risk free rate in corporate valuation A Noe on Using he Svensson procedure o esimae he risk free rae in corporae valuaion By Sven Arnold, Alexander Lahmann and Bernhard Schwezler Ocober 2011 1. The risk free ineres rae in corporae valuaion

More information

Risk Modelling of Collateralised Lending

Risk Modelling of Collateralised Lending Risk Modelling of Collaeralised Lending Dae: 4-11-2008 Number: 8/18 Inroducion This noe explains how i is possible o handle collaeralised lending wihin Risk Conroller. The approach draws on he faciliies

More information

The International Investment Position of Jamaica: An Estimation Approach

The International Investment Position of Jamaica: An Estimation Approach WP/04 The Inernaional Invemen Poiion of Jamaica: An Eimaion Approach Dane Docor* Economic Informaion & Publicaion Deparmen Bank of Jamaica Ocober 2004 Abrac Thi paper eek o inroduce he inernaional invemen

More information

MACROECONOMIC FORECASTS AT THE MOF A LOOK INTO THE REAR VIEW MIRROR

MACROECONOMIC FORECASTS AT THE MOF A LOOK INTO THE REAR VIEW MIRROR MACROECONOMIC FORECASTS AT THE MOF A LOOK INTO THE REAR VIEW MIRROR The firs experimenal publicaion, which summarised pas and expeced fuure developmen of basic economic indicaors, was published by he Minisry

More information

Duration and Convexity ( ) 20 = Bond B has a maturity of 5 years and also has a required rate of return of 10%. Its price is $613.

Duration and Convexity ( ) 20 = Bond B has a maturity of 5 years and also has a required rate of return of 10%. Its price is $613. Graduae School of Business Adminisraion Universiy of Virginia UVA-F-38 Duraion and Convexiy he price of a bond is a funcion of he promised paymens and he marke required rae of reurn. Since he promised

More information

The Grantor Retained Annuity Trust (GRAT)

The Grantor Retained Annuity Trust (GRAT) WEALTH ADVISORY Esae Planning Sraegies for closely-held, family businesses The Granor Reained Annuiy Trus (GRAT) An efficien wealh ransfer sraegy, paricularly in a low ineres rae environmen Family business

More information

Mathematics in Pharmacokinetics What and Why (A second attempt to make it clearer)

Mathematics in Pharmacokinetics What and Why (A second attempt to make it clearer) Mahemaics in Pharmacokineics Wha and Why (A second aemp o make i clearer) We have used equaions for concenraion () as a funcion of ime (). We will coninue o use hese equaions since he plasma concenraions

More information

4. International Parity Conditions

4. International Parity Conditions 4. Inernaional ariy ondiions 4.1 urchasing ower ariy he urchasing ower ariy ( heory is one of he early heories of exchange rae deerminaion. his heory is based on he concep ha he demand for a counry's currency

More information

CHAPTER 11 NONPARAMETRIC REGRESSION WITH COMPLEX SURVEY DATA. R. L. Chambers Department of Social Statistics University of Southampton

CHAPTER 11 NONPARAMETRIC REGRESSION WITH COMPLEX SURVEY DATA. R. L. Chambers Department of Social Statistics University of Southampton CHAPTER 11 NONPARAMETRIC REGRESSION WITH COMPLEX SURVEY DATA R. L. Chamber Deparmen of Social Saiic Univeriy of Souhampon A.H. Dorfman Office of Survey Mehod Reearch Bureau of Labor Saiic M.Yu. Sverchkov

More information

Banking, Inside Money and Outside Money

Banking, Inside Money and Outside Money Banking, Inide Mone and Ouide Mone Hongfei Sun Deparmen of Economic Univeri of Torono (Job Marke Paper) Abrac Thi paper preen an inegraed heor of mone and banking. I addre he following queion: when boh

More information

How To Solve An Uncerain Daa Problem

How To Solve An Uncerain Daa Problem Robu Bandwidh Allocaion Sraegie Oliver Heckmann, Jen Schmi, Ralf Seinmez Mulimedia Communicaion Lab (KOM), Darmad Univeriy of Technology Merckr. 25 D-64283 Darmad Germany {Heckmann, Schmi, Seinmez}@kom.u-darmad.de

More information

Morningstar Investor Return

Morningstar Investor Return Morningsar Invesor Reurn Morningsar Mehodology Paper Augus 31, 2010 2010 Morningsar, Inc. All righs reserved. The informaion in his documen is he propery of Morningsar, Inc. Reproducion or ranscripion

More information

Trading Strategies for Sliding, Rolling-horizon, and Consol Bonds

Trading Strategies for Sliding, Rolling-horizon, and Consol Bonds Trading Sraegie for Sliding, Rolling-horizon, and Conol Bond MAREK RUTKOWSKI Iniue of Mahemaic, Poliechnika Warzawka, -661 Warzawa, Poland Abrac The ime evoluion of a liding bond i udied in dicree- and

More information

Fortified financial forecasting models: non-linear searching approaches

Fortified financial forecasting models: non-linear searching approaches 0 Inernaional Conference on Economic and inance Reearch IPEDR vol.4 (0 (0 IACSIT Pre, Singapore orified financial forecaing model: non-linear earching approache Mohammad R. Hamidizadeh, Ph.D. Profeor,

More information

BALANCE OF PAYMENTS. First quarter 2008. Balance of payments

BALANCE OF PAYMENTS. First quarter 2008. Balance of payments BALANCE OF PAYMENTS DATE: 2008-05-30 PUBLISHER: Balance of Paymens and Financial Markes (BFM) Lena Finn + 46 8 506 944 09, lena.finn@scb.se Camilla Bergeling +46 8 506 942 06, camilla.bergeling@scb.se

More information

PROFIT TEST MODELLING IN LIFE ASSURANCE USING SPREADSHEETS PART ONE

PROFIT TEST MODELLING IN LIFE ASSURANCE USING SPREADSHEETS PART ONE Profi Tes Modelling in Life Assurance Using Spreadshees PROFIT TEST MODELLING IN LIFE ASSURANCE USING SPREADSHEETS PART ONE Erik Alm Peer Millingon 2004 Profi Tes Modelling in Life Assurance Using Spreadshees

More information

A Comparative Study of Linear and Nonlinear Models for Aggregate Retail Sales Forecasting

A Comparative Study of Linear and Nonlinear Models for Aggregate Retail Sales Forecasting A Comparaive Sudy of Linear and Nonlinear Model for Aggregae Reail Sale Forecaing G. Peer Zhang Deparmen of Managemen Georgia Sae Univeriy Alana GA 30066 (404) 651-4065 Abrac: The purpoe of hi paper i

More information

The Twin Agency Problems in Corporate Finance - On the basis of Stulz s theory -

The Twin Agency Problems in Corporate Finance - On the basis of Stulz s theory - The Twin Agency Problem in Corporae Finance - On he bai of Sulz heory - Von der Fakulä für Machinenbau, Elekroechnik und Wirchafingenieurween der Brandenburgichen Technichen Univeriä Cobu zur Erlangung

More information

Individual Health Insurance April 30, 2008 Pages 167-170

Individual Health Insurance April 30, 2008 Pages 167-170 Individual Healh Insurance April 30, 2008 Pages 167-170 We have received feedback ha his secion of he e is confusing because some of he defined noaion is inconsisen wih comparable life insurance reserve

More information

CHARGE AND DISCHARGE OF A CAPACITOR

CHARGE AND DISCHARGE OF A CAPACITOR REFERENCES RC Circuis: Elecrical Insrumens: Mos Inroducory Physics exs (e.g. A. Halliday and Resnick, Physics ; M. Sernheim and J. Kane, General Physics.) This Laboraory Manual: Commonly Used Insrumens:

More information

Chapter 9 Bond Prices and Yield

Chapter 9 Bond Prices and Yield Chaper 9 Bond Prices and Yield Deb Classes: Paymen ype A securiy obligaing issuer o pay ineress and principal o he holder on specified daes, Coupon rae or ineres rae, e.g. 4%, 5 3/4%, ec. Face, par value

More information

Chapter 7. Response of First-Order RL and RC Circuits

Chapter 7. Response of First-Order RL and RC Circuits Chaper 7. esponse of Firs-Order L and C Circuis 7.1. The Naural esponse of an L Circui 7.2. The Naural esponse of an C Circui 7.3. The ep esponse of L and C Circuis 7.4. A General oluion for ep and Naural

More information

2.4 Network flows. Many direct and indirect applications telecommunication transportation (public, freight, railway, air, ) logistics

2.4 Network flows. Many direct and indirect applications telecommunication transportation (public, freight, railway, air, ) logistics .4 Nework flow Problem involving he diribuion of a given produc (e.g., waer, ga, daa, ) from a e of producion locaion o a e of uer o a o opimize a given objecive funcion (e.g., amoun of produc, co,...).

More information

The Equivalent Loan Principle and the Value of Corporate Promised Cash Flows. David C. Nachman*

The Equivalent Loan Principle and the Value of Corporate Promised Cash Flows. David C. Nachman* he Equivalen Loan Principle and he Value of Corporae Promied Cah Flow by David C. Nachman* Revied February, 2002 *J. Mack Robinon College of Buine, Georgia Sae Univeriy, 35 Broad Sree, Alana, GA 30303-3083.

More information

Formulating Cyber-Security as Convex Optimization Problems

Formulating Cyber-Security as Convex Optimization Problems Formulaing Cyber-Securiy a Convex Opimizaion Problem Kyriako G. Vamvoudaki, João P. Hepanha, Richard A. Kemmerer, and Giovanni Vigna Univeriy of California, Sana Barbara Abrac. Miion-cenric cyber-ecuriy

More information

Formulating Cyber-Security as Convex Optimization Problems Æ

Formulating Cyber-Security as Convex Optimization Problems Æ Formulaing Cyber-Securiy a Convex Opimizaion Problem Æ Kyriako G. Vamvoudaki,João P. Hepanha, Richard A. Kemmerer 2, and Giovanni Vigna 2 Cener for Conrol, Dynamical-yem and Compuaion (CCDC), Univeriy

More information

I. Basic Concepts (Ch. 1-4)

I. Basic Concepts (Ch. 1-4) (Ch. 1-4) A. Real vs. Financial Asses (Ch 1.2) Real asses (buildings, machinery, ec.) appear on he asse side of he balance shee. Financial asses (bonds, socks) appear on boh sides of he balance shee. Creaing

More information

Market Liquidity and the Impacts of the Computerized Trading System: Evidence from the Stock Exchange of Thailand

Market Liquidity and the Impacts of the Computerized Trading System: Evidence from the Stock Exchange of Thailand 36 Invesmen Managemen and Financial Innovaions, 4/4 Marke Liquidiy and he Impacs of he Compuerized Trading Sysem: Evidence from he Sock Exchange of Thailand Sorasar Sukcharoensin 1, Pariyada Srisopisawa,

More information

Heat demand forecasting for concrete district heating system

Heat demand forecasting for concrete district heating system Hea demand forecaing for concree diric heaing yem Bronilav Chramcov Abrac Thi paper preen he reul of an inveigaion of a model for hor-erm hea demand forecaing. Foreca of hi hea demand coure i ignifican

More information

Reputation and Social Network Analysis in Multi-Agent Systems

Reputation and Social Network Analysis in Multi-Agent Systems Repuaion and Social Neork Analyi in Muli-Agen Syem Jordi Sabaer IIIA - Arificial Inelligence Reearch Iniue CSIC - Spanih Scienific Reearch Council Bellaerra, Caalonia, Spain jabaer@iiia.cic.e Carle Sierra

More information

Impact of scripless trading on business practices of Sub-brokers.

Impact of scripless trading on business practices of Sub-brokers. Impac of scripless rading on business pracices of Sub-brokers. For furher deails, please conac: Mr. T. Koshy Vice Presiden Naional Securiies Deposiory Ld. Tradeworld, 5 h Floor, Kamala Mills Compound,

More information

11/6/2013. Chapter 14: Dynamic AD-AS. Introduction. Introduction. Keeping track of time. The model s elements

11/6/2013. Chapter 14: Dynamic AD-AS. Introduction. Introduction. Keeping track of time. The model s elements Inroducion Chaper 14: Dynamic D-S dynamic model of aggregae and aggregae supply gives us more insigh ino how he economy works in he shor run. I is a simplified version of a DSGE model, used in cuing-edge

More information

LECTURE: SOCIAL SECURITY HILARY HOYNES UC DAVIS EC230 OUTLINE OF LECTURE:

LECTURE: SOCIAL SECURITY HILARY HOYNES UC DAVIS EC230 OUTLINE OF LECTURE: LECTURE: SOCIAL SECURITY HILARY HOYNES UC DAVIS EC230 OUTLINE OF LECTURE: 1. Inroducion and definiions 2. Insiuional Deails in Social Securiy 3. Social Securiy and Redisribuion 4. Jusificaion for Governmen

More information

II.1. Debt reduction and fiscal multipliers. dbt da dpbal da dg. bal

II.1. Debt reduction and fiscal multipliers. dbt da dpbal da dg. bal Quarerly Repor on he Euro Area 3/202 II.. Deb reducion and fiscal mulipliers The deerioraion of public finances in he firs years of he crisis has led mos Member Saes o adop sizeable consolidaion packages.

More information

CLASSIFICATION OF REINSURANCE IN LIFE INSURANCE

CLASSIFICATION OF REINSURANCE IN LIFE INSURANCE CLASSIFICATION OF REINSURANCE IN LIFE INSURANCE Kaarína Sakálová 1. Classificaions of reinsurance There are many differen ways in which reinsurance may be classified or disinguished. We will discuss briefly

More information

Appendix D Flexibility Factor/Margin of Choice Desktop Research

Appendix D Flexibility Factor/Margin of Choice Desktop Research Appendix D Flexibiliy Facor/Margin of Choice Deskop Research Cheshire Eas Council Cheshire Eas Employmen Land Review Conens D1 Flexibiliy Facor/Margin of Choice Deskop Research 2 Final Ocober 2012 \\GLOBAL.ARUP.COM\EUROPE\MANCHESTER\JOBS\200000\223489-00\4

More information

Stock option grants have become an. Final Approval Copy. Valuation of Stock Option Grants Under Multiple Severance Risks GURUPDESH S.

Stock option grants have become an. Final Approval Copy. Valuation of Stock Option Grants Under Multiple Severance Risks GURUPDESH S. Valuaion of Sock Opion Gran Under Muliple Severance Rik GURUPDESH S. PANDHER i an aian profeor in he deparmen of finance a DePaul Univeriy in Chicago, IL. gpandher@depaul.edu GURUPDESH S. PANDHER Execuive

More information

On the Connection Between Multiple-Unicast Network Coding and Single-Source Single-Sink Network Error Correction

On the Connection Between Multiple-Unicast Network Coding and Single-Source Single-Sink Network Error Correction On he Connecion Beween Muliple-Unica ework Coding and Single-Source Single-Sink ework Error Correcion Jörg Kliewer JIT Join work wih Wenao Huang and Michael Langberg ework Error Correcion Problem: Adverary

More information

Lecture Note on the Real Exchange Rate

Lecture Note on the Real Exchange Rate Lecure Noe on he Real Exchange Rae Barry W. Ickes Fall 2004 0.1 Inroducion The real exchange rae is he criical variable (along wih he rae of ineres) in deermining he capial accoun. As we shall see, his

More information

Efficient Risk Sharing with Limited Commitment and Hidden Storage

Efficient Risk Sharing with Limited Commitment and Hidden Storage Efficien Risk Sharing wih Limied Commimen and Hidden Sorage Árpád Ábrahám and Sarola Laczó March 30, 2012 Absrac We exend he model of risk sharing wih limied commimen e.g. Kocherlakoa, 1996) by inroducing

More information

Table of contents Chapter 1 Interest rates and factors Chapter 2 Level annuities Chapter 3 Varying annuities

Table of contents Chapter 1 Interest rates and factors Chapter 2 Level annuities Chapter 3 Varying annuities Table of conens Chaper 1 Ineres raes and facors 1 1.1 Ineres 2 1.2 Simple ineres 4 1.3 Compound ineres 6 1.4 Accumulaed value 10 1.5 Presen value 11 1.6 Rae of discoun 13 1.7 Consan force of ineres 17

More information

Chapter 1.6 Financial Management

Chapter 1.6 Financial Management Chaper 1.6 Financial Managemen Par I: Objecive ype quesions and answers 1. Simple pay back period is equal o: a) Raio of Firs cos/ne yearly savings b) Raio of Annual gross cash flow/capial cos n c) = (1

More information

Dividend taxation, share repurchases and the equity trap

Dividend taxation, share repurchases and the equity trap Working Paper 2009:7 Deparmen of Economic Dividend axaion, hare repurchae and he equiy rap Tobia Lindhe and Jan Söderen Deparmen of Economic Working paper 2009:7 Uppala Univeriy May 2009 P.O. Box 53 ISSN

More information

Cross-sectional and longitudinal weighting in a rotational household panel: applications to EU-SILC. Vijay Verma, Gianni Betti, Giulio Ghellini

Cross-sectional and longitudinal weighting in a rotational household panel: applications to EU-SILC. Vijay Verma, Gianni Betti, Giulio Ghellini Cro-ecional and longiudinal eighing in a roaional houehold panel: applicaion o EU-SILC Viay Verma, Gianni Bei, Giulio Ghellini Working Paper n. 67, December 006 CROSS-SECTIONAL AND LONGITUDINAL WEIGHTING

More information

UNDERSTANDING THE DEATH BENEFIT SWITCH OPTION IN UNIVERSAL LIFE POLICIES. Nadine Gatzert

UNDERSTANDING THE DEATH BENEFIT SWITCH OPTION IN UNIVERSAL LIFE POLICIES. Nadine Gatzert UNDERSTANDING THE DEATH BENEFIT SWITCH OPTION IN UNIVERSAL LIFE POLICIES Nadine Gazer Conac (has changed since iniial submission): Chair for Insurance Managemen Universiy of Erlangen-Nuremberg Lange Gasse

More information

AP Calculus BC 2010 Scoring Guidelines

AP Calculus BC 2010 Scoring Guidelines AP Calculus BC Scoring Guidelines The College Board The College Board is a no-for-profi membership associaion whose mission is o connec sudens o college success and opporuniy. Founded in, he College Board

More information

LEASING VERSUSBUYING

LEASING VERSUSBUYING LEASNG VERSUSBUYNG Conribued by James D. Blum and LeRoy D. Brooks Assisan Professors of Business Adminisraion Deparmen of Business Adminisraion Universiy of Delaware Newark, Delaware The auhors discuss

More information

Performance Center Overview. Performance Center Overview 1

Performance Center Overview. Performance Center Overview 1 Performance Cener Overview Performance Cener Overview 1 ODJFS Performance Cener ce Cener New Performance Cener Model Performance Cener Projec Meeings Performance Cener Execuive Meeings Performance Cener

More information

DYNAMIC MODELS FOR VALUATION OF WRONGFUL DEATH PAYMENTS

DYNAMIC MODELS FOR VALUATION OF WRONGFUL DEATH PAYMENTS DYNAMIC MODELS FOR VALUATION OF WRONGFUL DEATH PAYMENTS Hong Mao, Shanghai Second Polyechnic Universiy Krzyszof M. Osaszewski, Illinois Sae Universiy Youyu Zhang, Fudan Universiy ABSTRACT Liigaion, exper

More information

Infrastructure and Evolution in Division of Labour

Infrastructure and Evolution in Division of Labour Infrarucure and Evoluion in Diviion of Labour Mei Wen Monah Univery (Thi paper ha been publihed in RDE. (), 9-06) April 997 Abrac Thi paper udie he relaionhip beween infrarucure ependure and endogenou

More information

The Greek financial crisis: growing imbalances and sovereign spreads. Heather D. Gibson, Stephan G. Hall and George S. Tavlas

The Greek financial crisis: growing imbalances and sovereign spreads. Heather D. Gibson, Stephan G. Hall and George S. Tavlas The Greek financial crisis: growing imbalances and sovereign spreads Heaher D. Gibson, Sephan G. Hall and George S. Tavlas The enry The enry of Greece ino he Eurozone in 2001 produced a dividend in he

More information

Why Did the Demand for Cash Decrease Recently in Korea?

Why Did the Demand for Cash Decrease Recently in Korea? Why Did he Demand for Cash Decrease Recenly in Korea? Byoung Hark Yoo Bank of Korea 26. 5 Absrac We explores why cash demand have decreased recenly in Korea. The raio of cash o consumpion fell o 4.7% in

More information

PROFITS AND POSITION CONTROL: A WEEK OF FX DEALING

PROFITS AND POSITION CONTROL: A WEEK OF FX DEALING PROFITS AND POSITION CONTROL: A WEEK OF FX DEALING Richard K. Lyon U.C. Berkeley and NBER Thi verion: June 1997 Abrac Thi paper examine foreign exchange rading a he dealer level. The dealer we rack average

More information

Economics Honors Exam 2008 Solutions Question 5

Economics Honors Exam 2008 Solutions Question 5 Economics Honors Exam 2008 Soluions Quesion 5 (a) (2 poins) Oupu can be decomposed as Y = C + I + G. And we can solve for i by subsiuing in equaions given in he quesion, Y = C + I + G = c 0 + c Y D + I

More information

Equity Valuation Using Multiples. Jing Liu. Anderson Graduate School of Management. University of California at Los Angeles (310) 206-5861

Equity Valuation Using Multiples. Jing Liu. Anderson Graduate School of Management. University of California at Los Angeles (310) 206-5861 Equiy Valuaion Uing Muliple Jing Liu Anderon Graduae School of Managemen Univeriy of California a Lo Angele (310) 206-5861 jing.liu@anderon.ucla.edu Doron Niim Columbia Univeriy Graduae School of Buine

More information

Circle Geometry (Part 3)

Circle Geometry (Part 3) Eam aer 3 ircle Geomery (ar 3) emen andard:.4.(c) yclic uadrilaeral La week we covered u otheorem 3, he idea of a convere and we alied our heory o ome roblem called IE. Okay, o now ono he ne chunk of heory

More information

Calculation of variable annuity market sensitivities using a pathwise methodology

Calculation of variable annuity market sensitivities using a pathwise methodology cuing edge Variable annuiie Calculaion of variable annuiy marke eniiviie uing a pahwie mehodology Under radiional finie difference mehod, he calculaion of variable annuiy eniiviie can involve muliple Mone

More information

Working Paper Social security systems, human capital, and growth in a small open economy

Working Paper Social security systems, human capital, and growth in a small open economy econsor www.econsor.eu Der Open-Access-Publikaionsserver der ZBW Leibniz-Informaionszenrum Wirschaf The Open Access Publicaion Server of he ZBW Leibniz Informaion Cenre for Economics Kaganovich, Michael;

More information

Appendix A: Area. 1 Find the radius of a circle that has circumference 12 inches.

Appendix A: Area. 1 Find the radius of a circle that has circumference 12 inches. Appendi A: Area worked-ou s o Odd-Numbered Eercises Do no read hese worked-ou s before aemping o do he eercises ourself. Oherwise ou ma mimic he echniques shown here wihou undersanding he ideas. Bes wa

More information

USE OF EDUCATION TECHNOLOGY IN ENGLISH CLASSES

USE OF EDUCATION TECHNOLOGY IN ENGLISH CLASSES USE OF EDUCATION TECHNOLOGY IN ENGLISH CLASSES Mehme Nuri GÖMLEKSİZ Absrac Using educaion echnology in classes helps eachers realize a beer and more effecive learning. In his sudy 150 English eachers were

More information

INTEREST RATE FUTURES AND THEIR OPTIONS: SOME PRICING APPROACHES

INTEREST RATE FUTURES AND THEIR OPTIONS: SOME PRICING APPROACHES INTEREST RATE FUTURES AND THEIR OPTIONS: SOME PRICING APPROACHES OPENGAMMA QUANTITATIVE RESEARCH Absrac. Exchange-raded ineres rae fuures and heir opions are described. The fuure opions include hose paying

More information

cooking trajectory boiling water B (t) microwave 0 2 4 6 8 101214161820 time t (mins)

cooking trajectory boiling water B (t) microwave 0 2 4 6 8 101214161820 time t (mins) Alligaor egg wih calculus We have a large alligaor egg jus ou of he fridge (1 ) which we need o hea o 9. Now here are wo accepable mehods for heaing alligaor eggs, one is o immerse hem in boiling waer

More information

The Impact of Surplus Distribution on the Risk Exposure of With Profit Life Insurance Policies Including Interest Rate Guarantees

The Impact of Surplus Distribution on the Risk Exposure of With Profit Life Insurance Policies Including Interest Rate Guarantees 1 The Impac of Surplus Disribuion on he Risk Exposure of Wih Profi Life Insurance Policies Including Ineres Rae Guaranees Alexander Kling Insiu für Finanz- und Akuarwissenschafen, Helmholzsraße 22, 89081

More information

Longevity 11 Lyon 7-9 September 2015

Longevity 11 Lyon 7-9 September 2015 Longeviy 11 Lyon 7-9 Sepember 2015 RISK SHARING IN LIFE INSURANCE AND PENSIONS wihin and across generaions Ragnar Norberg ISFA Universié Lyon 1/London School of Economics Email: ragnar.norberg@univ-lyon1.fr

More information

GoRA. For more information on genetics and on Rheumatoid Arthritis: Genetics of Rheumatoid Arthritis. Published work referred to in the results:

GoRA. For more information on genetics and on Rheumatoid Arthritis: Genetics of Rheumatoid Arthritis. Published work referred to in the results: For more informaion on geneics and on Rheumaoid Arhriis: Published work referred o in he resuls: The geneics revoluion and he assaul on rheumaoid arhriis. A review by Michael Seldin, Crisopher Amos, Ryk

More information

SOLVENCY II: QIS5 FOR NORWEGIAN LIFE AND PENSION INSURANCE

SOLVENCY II: QIS5 FOR NORWEGIAN LIFE AND PENSION INSURANCE SOLVENCY II: QIS5 FOR NORWEGIAN LIFE AND PENSION INSURANCE BY KEVIN DALBY THESIS for he degree of MASTER OF SCIENCE (Modeling and Daa Anali) Facul of Mahemaic and Naural Science UNIVERSITY OF OSLO Ma 2011

More information

Chapter 10 Social Security 1

Chapter 10 Social Security 1 Chaper 0 Social Securiy 0. Inroducion A ypical social securiy sysem provides income during periods of unemploymen, ill-healh or disabiliy, and financial suppor, in he form of pensions, o he reired. Alhough

More information

The Impact of Surplus Distribution on the Risk Exposure of With Profit Life Insurance Policies Including Interest Rate Guarantees.

The Impact of Surplus Distribution on the Risk Exposure of With Profit Life Insurance Policies Including Interest Rate Guarantees. The Impac of Surplus Disribuion on he Risk Exposure of Wih Profi Life Insurance Policies Including Ineres Rae Guaranees Alexander Kling 1 Insiu für Finanz- und Akuarwissenschafen, Helmholzsraße 22, 89081

More information

MSCI Index Calculation Methodology

MSCI Index Calculation Methodology Index Mehodology MSCI Index Calculaion Mehodology Index Calculaion Mehodology for he MSCI Equiy Indices Index Mehodology MSCI Index Calculaion Mehodology Conens Conens... 2 Inroducion... 5 MSCI Equiy Indices...

More information

Explore the Application of Financial Engineering in the Management of Exchange Rate Risk

Explore the Application of Financial Engineering in the Management of Exchange Rate Risk SHS Web o Conerence 17, 01006 (015) DOI: 10.1051/ hcon/01517 01006 C Owned by he auhor, publihed by EDP Science, 015 Explore he Applicaion o Financial Engineering in he Managemen o Exchange Rae Rik Liu

More information

Optimal Investment and Consumption Decision of Family with Life Insurance

Optimal Investment and Consumption Decision of Family with Life Insurance Opimal Invesmen and Consumpion Decision of Family wih Life Insurance Minsuk Kwak 1 2 Yong Hyun Shin 3 U Jin Choi 4 6h World Congress of he Bachelier Finance Sociey Torono, Canada June 25, 2010 1 Speaker

More information

Empirical heuristics for improving Intermittent Demand Forecasting

Empirical heuristics for improving Intermittent Demand Forecasting Empirical heuriic for improving Inermien Demand Forecaing Foio Peropoulo 1,*, Konanino Nikolopoulo 2, Georgio P. Spihouraki 1, Vailio Aimakopoulo 1 1 Forecaing & Sraegy Uni, School of Elecrical and Compuer

More information

BALANCE OF PAYMENTS AND FINANCIAL MA REPORT 2015. All officiell statistik finns på: www.scb.se Statistikservice: tfn 08-506 948 01

BALANCE OF PAYMENTS AND FINANCIAL MA REPORT 2015. All officiell statistik finns på: www.scb.se Statistikservice: tfn 08-506 948 01 RKET BALANCE OF PAYMENTS AND FINANCIAL MA REPORT 2015 All officiell saisik finns på: www.scb.se Saisikservice: fn 08-506 948 01 All official saisics can be found a: www.scb.se Saisics service, phone +46

More information

WHAT ARE OPTION CONTRACTS?

WHAT ARE OPTION CONTRACTS? WHAT ARE OTION CONTRACTS? By rof. Ashok anekar An oion conrac is a derivaive which gives he righ o he holder of he conrac o do 'Somehing' bu wihou he obligaion o do ha 'Somehing'. The 'Somehing' can be

More information

Relationships between Stock Prices and Accounting Information: A Review of the Residual Income and Ohlson Models. Scott Pirie* and Malcolm Smith**

Relationships between Stock Prices and Accounting Information: A Review of the Residual Income and Ohlson Models. Scott Pirie* and Malcolm Smith** Relaionships beween Sock Prices and Accouning Informaion: A Review of he Residual Income and Ohlson Models Sco Pirie* and Malcolm Smih** * Inernaional Graduae School of Managemen, Universiy of Souh Ausralia

More information

Policies & Procedures. I.D. Number: 1071

Policies & Procedures. I.D. Number: 1071 Policie & Procedure Tile: Licened Pracical Nure (LPN ) ADDED SKILLS (Aigned Funcion) Auhorizaion: [x] SHR Nuring Pracice Commiee I.D. Number: 1071 Source: Nuring Dae Revied: Sepember 2004 Dae Effecive:

More information

RISK-SHIFTING AND OPTIMAL ASSET ALLOCATION IN LIFE INSURANCE: THE IMPACT OF REGULATION. 1. Introduction

RISK-SHIFTING AND OPTIMAL ASSET ALLOCATION IN LIFE INSURANCE: THE IMPACT OF REGULATION. 1. Introduction RISK-SHIFTING AND OPTIMAL ASSET ALLOCATION IN LIFE INSURANCE: THE IMPACT OF REGULATION AN CHEN AND PETER HIEBER Absrac. In a ypical paricipaing life insurance conrac, he insurance company is eniled o a

More information

Chapter 13. Network Flow III Applications. 13.1 Edge disjoint paths. 13.1.1 Edge-disjoint paths in a directed graphs

Chapter 13. Network Flow III Applications. 13.1 Edge disjoint paths. 13.1.1 Edge-disjoint paths in a directed graphs Chaper 13 Nework Flow III Applicaion CS 573: Algorihm, Fall 014 Ocober 9, 014 13.1 Edge dijoin pah 13.1.1 Edge-dijoin pah in a direced graph 13.1.1.1 Edge dijoin pah queiong: graph (dir/undir)., : verice.

More information

Interest rates, house prices and the purchasing power for housing 1

Interest rates, house prices and the purchasing power for housing 1 Enhr Conference 2011 5-8 July, Toulouse Ineres raes, house prices and he purchasing power for housing 1 Frank Vasmans Cenre for Economic Sudies, Universiy of Leuven (K.U.Leuven) e-mail: Frank.Vasmans@econ.kuleuven.ac.be

More information

New Evidence on Mutual Fund Performance: A Comparison of Alternative Bootstrap Methods. David Blake* Tristan Caulfield** Christos Ioannidis*** and

New Evidence on Mutual Fund Performance: A Comparison of Alternative Bootstrap Methods. David Blake* Tristan Caulfield** Christos Ioannidis*** and New Evidence on Muual Fund Performance: A Comparion of Alernaive Boorap Mehod David Blake* Trian Caulfield** Chrio Ioannidi*** and Ian Tonk**** June 2014 Abrac Thi paper compare he wo boorap mehod of Koowki

More information

Distributing Human Resources among Software Development Projects 1

Distributing Human Resources among Software Development Projects 1 Disribuing Human Resources among Sofware Developmen Proecs Macario Polo, María Dolores Maeos, Mario Piaini and rancisco Ruiz Summary This paper presens a mehod for esimaing he disribuion of human resources

More information

DOES TRADING VOLUME INFLUENCE GARCH EFFECTS? SOME EVIDENCE FROM THE GREEK MARKET WITH SPECIAL REFERENCE TO BANKING SECTOR

DOES TRADING VOLUME INFLUENCE GARCH EFFECTS? SOME EVIDENCE FROM THE GREEK MARKET WITH SPECIAL REFERENCE TO BANKING SECTOR Invesmen Managemen and Financial Innovaions, Volume 4, Issue 3, 7 33 DOES TRADING VOLUME INFLUENCE GARCH EFFECTS? SOME EVIDENCE FROM THE GREEK MARKET WITH SPECIAL REFERENCE TO BANKING SECTOR Ahanasios

More information

The Interaction of Guarantees, Surplus Distribution, and Asset Allocation in With Profit Life Insurance Policies

The Interaction of Guarantees, Surplus Distribution, and Asset Allocation in With Profit Life Insurance Policies 1 The Ineracion of Guaranees, Surplus Disribuion, and Asse Allocaion in Wih Profi Life Insurance Policies Alexander Kling * Insiu für Finanz- und Akuarwissenschafen, Helmholzsr. 22, 89081 Ulm, Germany

More information

THE LAW SOCIETY OF THE AUSTRALIAN CAPITAL TERRITORY

THE LAW SOCIETY OF THE AUSTRALIAN CAPITAL TERRITORY Complee he form in BLOCK LETTERS Provide deails on separae shees if required To Responden Address THE LAW SOCIETY OF THE AUSTRALIAN CAPITAL TERRITORY Personal Injury Claim ificaion pursuan o he Civil Law

More information

Foreign Exchange Market Microstructure

Foreign Exchange Market Microstructure Foreign Exchange Marke Microsrucure Marin.. Evans 1 Georgeown Universiy and NBER Absrac This paper provides an overview of he recen lieraure on Foreign Exchange Marke Microsrucure. Is aim is no o survey

More information

OPTIMAL BATCH QUANTITY MODELS FOR A LEAN PRODUCTION SYSTEM WITH REWORK AND SCRAP. A Thesis

OPTIMAL BATCH QUANTITY MODELS FOR A LEAN PRODUCTION SYSTEM WITH REWORK AND SCRAP. A Thesis OTIMAL BATH UANTITY MOELS FOR A LEAN ROUTION SYSTEM WITH REWORK AN SRA A Thei Submied o he Graduae Faculy of he Louiiana Sae Univeriy and Agriculural and Mechanical ollege in parial fulfillmen of he requiremen

More information

Capacitors and inductors

Capacitors and inductors Capaciors and inducors We coninue wih our analysis of linear circuis by inroducing wo new passive and linear elemens: he capacior and he inducor. All he mehods developed so far for he analysis of linear

More information

Research. Michigan. Center. Retirement. Behavioral Effects of Social Security Policies on Benefit Claiming, Retirement and Saving.

Research. Michigan. Center. Retirement. Behavioral Effects of Social Security Policies on Benefit Claiming, Retirement and Saving. Michigan Universiy of Reiremen Research Cener Working Paper WP 2012-263 Behavioral Effecs of Social Securiy Policies on Benefi Claiming, Reiremen and Saving Alan L. Gusman and Thomas L. Seinmeier M R R

More information

CALCULATION OF OMX TALLINN

CALCULATION OF OMX TALLINN CALCULATION OF OMX TALLINN CALCULATION OF OMX TALLINN 1. OMX Tallinn index...3 2. Terms in use...3 3. Comuaion rules of OMX Tallinn...3 3.1. Oening, real-ime and closing value of he Index...3 3.2. Index

More information

Company Pension Plans, Stock Market Returns, and Labor Demand

Company Pension Plans, Stock Market Returns, and Labor Demand WP/03/222 Company Pension Plans, Sock Marke Reurns, and Labor Demand Enrica Deragiache 2003 Inernaional Moneary Fund WP/03/222 IMF Working Paper European Deparmen Company Pension Plans, Sock Marke Reurns,

More information

VOLATILITY DYNAMICS OF NYMEX NATURAL GAS FUTURES PRICES

VOLATILITY DYNAMICS OF NYMEX NATURAL GAS FUTURES PRICES VOLATILITY DYNAMICS OF NYMEX NATURAL GAS FUTURES PRICES Hiroaki Suenaga Reearch Fellow School of Economic and Finance Curin Buine School Curin Univeriy of Technology Aaron Smih Aian Profeor Deparmen of

More information

Rationales of Mortgage Insurance Premium Structures

Rationales of Mortgage Insurance Premium Structures JOURNAL OF REAL ESTATE RESEARCH Raionales of Morgage Insurance Premium Srucures Barry Dennis* Chionglong Kuo* Tyler T. Yang* Absrac. This sudy examines he raionales for he design of morgage insurance premium

More information

Probability Weighting in Damage-Claiming Decisions

Probability Weighting in Damage-Claiming Decisions Probabiliy Weighing in Damage-Claiming Decisions Yoram Eden and Doron Sonsino Absrac: We presen experimenal evidence suggesing ha insurance-holders ignore he possibiliy of damage-recurrence when deciding

More information

An Analysis of Adoption of Digital Health Records under Switching Costs

An Analysis of Adoption of Digital Health Records under Switching Costs 1 An Analysis of Adopion of Digial Healh Records under Swiching Coss November 2010 ZAFER D. OZDEMIR a JOHN M. BARRON b SUBHAJYOTI BANDYOPADHYAY c ozdemir@muohio.edu; barron@purdue.edu; shubho.bandyopadhyay@warringon.ufl.edu

More information

Evaluating net investments in the operating working capital under certainty: the integrated approach to working capital management

Evaluating net investments in the operating working capital under certainty: the integrated approach to working capital management Evaluaing ne inveen in he operaing working capial under cerainy BEH: www.beh.pradec.eu Peer-reviewed and Open acce journal ISSN: 1804-5006 www.acadeicpublihingplafor.co he priary verion of he journal i

More information

NASDAQ-100 Futures Index SM Methodology

NASDAQ-100 Futures Index SM Methodology NASDAQ-100 Fuures Index SM Mehodology Index Descripion The NASDAQ-100 Fuures Index (The Fuures Index ) is designed o rack he performance of a hypoheical porfolio holding he CME NASDAQ-100 E-mini Index

More information