Game theory in Oligopoly
|
|
|
- Martin Dixon
- 9 years ago
- Views:
Transcription
1 Game theory n Olgopoly Prof. Marx Boopath, Nkolaj Sujen. Abstract The game theory technques are used to fnd the equlbrum of a market. Game theory refers to the ways n whch strategc nteractons among economc agents produce outcomes wth respect to the preferences (or utltes) of those agents, where the outcomes n queston mght have been ntended by none of the agents. The olgopolstc market structures are taken and how game theory apples to them s explaned. Keywords: game theory, olgopoly, market structure 1. Introducton The market structure dentfes how a market works n terms of the number of the frms engaged n, the nature of the produced product, effcency of frm etc. There are many forms of market structure and the most revealed s Olgopoly. In olgopolstc markets, there always reman a struggle between self nterest and cooperaton. If the output s lmted by all the frms, the prce becomes hgh, but t mples that then output wll be expanded because of frm s ncentve to do that. The analyss through Game theory s drectly relevant to the behavour of busnesses n olgopolstc markets. The decsons taken usng the theory about the self nterest and cooperaton decde the nvestment and spendng of the frms. Conventonal economcs descrbes the operaton of mature & establshed markets, but t throws no lght on people s creatvty n fndng new ways of nteractng wth one another. The economcs of markets s dynamc and evolvng. The nnovaton contnues and nothng s taken gven. In the rapdly and free-form transformng marketplace, game theory s the kernel of a new economcs. 2. The Olgopoly The man characterstcs of an olgopoly market are: o There are few frms to compete n. It may happen that a large number of frms are there but two very bg manufacturers domnate the ndustry. o The Concentraton Rato of the market sales s n the hand of those two producers. If they account for 90% rato of share of market sales n the ndustry t s called a 2 frm concentraton rato of 90%. The arlnes ndustry s a good example of t. o The larger of the two frms has Prce leadershp that s followed by smaller frm o Colluson Potental o Interdependence between frms Behavour s affected by actons of rvals o Goods manufactured may be ether hghly dfferentated or homogeneous o loyalty aganst brand & brandng may cause a potental source of advantage o Cournot Model suggest equlbrum n long run cause normal profts and equal market share o Use of game theory to explan behavour of the frms to a extent 1 P a g e
2 o AC curve s saucer shaped mnmum effcency may be needed to cover large range of output o Entry restrcted due to hgh barrers o Examples nclude Moody s & 3. Game theory S&P n the ratngs market, Coca cola and Peps, Vsa and Master card etc. It s a unversal language for the unfcaton of the behavoural scences. Gnts (2000, 2009). In smple words ths theory studes peoples behavour n strategc stuatons. It s the formal study of cooperaton and conflct and can be appled where the actons of several frms are nterdependent. The game theory concepts provde a language to structure, formulate, analyze and understand strategc scenaros. Edward C Rosenthal, (2011, p.18) states that Game Theory s the study of the ways n whch strategc nteractons among ratonal players produce outcomes wth respect to the preferences of those players, none of whch mght have been ntended by any of them. In a duopoly or the olgopolstc market, each frms profts depend on other frms actons resultng n the "prsoners dlemma". The prsoners' dlemma s a partcular game, whch llustrates the dffculty of cooperaton, even when t s n the best nterests to market players. The self owned domnant strateges are selected by the both market players for ther short-sghted personal profts. Eventually, equlbrum s reached where both may worse off than they would have been, f an alternatve (non-domnant) strategy could have been agreed upon between them. The fundamental assumpton of the game theory s that all players are ntellgent and ratonal and each player uses those strateges whch result n the long run equlbrum. At ths pont not anyone wants to wthdraw from ts strategc deology. In the grocery market s duopolstc competton, lke n the Australan case, the game theory s partcularly mportant as t offers Low barrers to entry wthout any lcense, any upfront cost or any nfrastructure. Because of the already present two bg bulls, most retalers avod enterng nto market because they can not afford. 3.1 Nash Equlbrum In the supermarkets duopolstc competton, lke n the Australan case, the strateges adopted are related to EDLP (everyday low prcng) and HLP (hgh low prcng) that change from week to week. Both strateges are domnant for maxmsng sales and profts wth focus on week to week sales. The strategy related to HLP s more transparent and explct, whch conssts of n store advertsng, meda advertsng, merchandsng and prce reductons. Ths strategy n game theory s shown n the followng table. As per the game theory t s a normal game between the two players. Source: An applcaton of Game theory The parameters n above table can take any values but the constrant s that each player has played the game several tmes and knows other players components of strategy whch may be dfferent. That means each player has n all nne strateges and each play requres three strateges at one tme. Thus n all there are twenty seven pay offs for ths 2 P a g e
3 there and the quantty would also be socally effcent. game. Ths mples that t would not be easy to acheve Nash equlbrum but not mpossble. The sales beng observed on weekly bass, f these are n lne wth expectatons and long run objectves of player one and f rvals are followng passve strateges then the probablty that player two too wll contnue the passve strategy s qute hgh and vce versa. The same strategy s appled for aggressve strateges also. However, wthn ths game the costs are lkely to reman low and profts may soar. In practce, however t does not happen and rvals may adopt an alternate strategy to be better off. The followng table shows the pay off matrx for nne of twenty seven strateges that are mplct n the above table. Source: An applcaton of Game theory The each cell n the above table s showng the pay off for each player for all the three dfferent strateges. The Nash equlbrum s also shown but ths level also can t be consdered as a stable equlbrum because t s attrbuted to hgher nventory and promotonal costs. If nstead of two, there are more frms n the market, the prce effect wll be smaller resultng n the lower Nash equlbrum prce. If the number of frms reaches nfnty, the prce effect wll also approach zero. So, output wll be ncreased by each seller whenever the prce moves above MC. In the end, the perfectly compettve prce wll be M. Shubk, (1968,p.) clams that The Nash equlbrum n the general game does not yeld a hgher payoff, gven the other players chosen strateges. It s a noton of jont ratonalty as each player best responds to the other players. 3.2 Bertrand Equlbrum For dfferentated products, two dentcal frms choose prces smultaneously and end up wth the stuaton lkely to perfect competton. The only pure-strategy Nash equlbrum s p 1 * = p 2 * = c because the best response s played by both frms to each other Nether frm has an ncentve to devate to some other strategy. If p 1 and p 2 > c, a frm could gan by undercuttng the prce of the other and capturng all the market. If p 1 and p 2 < c, proft would be negatve To hack wth quantty and profts, f both frms compete vcously on prce then equlbrum wll occur only where prce equals the margnal cost. Ths s because both frms are producng dentcal products and f one reduces ts prce the other wll not be left behnd and try to cut ts prce stll lower. However ths equlbrum s socally effcent as consumers wll be beneftted most. 3.3 Cournot Equlbrum If both frms become prce takers and put the prce as secondary opton and consder quantty produced they can acheve Cournot equlbrum by applyng game theory. As the product s dentcal proft maxmsaton usng quantty for one frm depends on the quantty produced by the other one. In ths model 3 P a g e
4 frms set quanttes rather than prces and each frm s own decsons are recognsed about q affect prce P/ q 0 However, each frm thnks that any other frm s not affected by ts decsons q j / q = 0 for all j For proft maxmzaton, the FOC are P Q P' Q q C' ( q ) 0 q The frm maxmzes proft where MR = MC Prce exceeds margnal cost by P' If q1 s the qty produced by one frm and q2 s the qty produced by other frm, then the total qty produced wll be q=q1+q2. Usng game theory, the soluton wll be q1=q2= (a-cb)/3, where c s the MC of the frm It can be noted that ths equlbrum s n between monopoly and olgopoly producton levels and the proft margns earned by the two frms are less than half of those as earned by the monopolst. 4. An example For example, a few, large frms domnate many Australan markets. A duopoly exsts n the grocery market of Australa, where t s domnated by Coles and Woolworths, natonally. Both of these have extensve and wde dstrbuton systems, wth many stores n almost all n regonal and urban areas across Australa. Other frms, f they wsh to enter need a large nvestment to compete wth these. In the grocery market of Australa, the seller concentraton rato s approx 80%; the two largest frms Coles and Woolworths account for 80% of total sales of groceres n Q q Australa. In a study of retal marketng Bovl (2008) stated that When you have that much (market share) you create market dstorton - a suppler who has to deal wth someone wth that much power works from a weak poston. Two retalers domnatng sales dd not qualfy as a "market" under economc defntons. In an olgopolstc market competton s ntense. Both non-prce and prce technques are used to compete. The warrantes and trcky advertsements are common aspect. As per an artcle n weekly tmes, marketng manager, Woolworths (2001), We wll not be beaten on prce. If our compettor s sellng tem X for less, we wll match ther prces, whether the tem's prce has been reduced for a specal sale or not. We wll replace the tem wthout cost f t s found to be defectve n any way. In partcular, Woolworth's has succeeded wth ts ''We're the fresh food people'' advertsng campagn. In olgopoly mutually nterdependence s a must. If polcy of prce change s adopted by one, then ths wll affect the sales of other frm n the market. Ths can be understood as follows. Suppose Coles and Woolworths ntally sell $6 per KG. Woolworths lowers ts 2prce by $1 per KG so that ts sales rse from 10,000 KG per week to 20,000 KG per week. Ths mples that at ths stage demand curve s elastc for tomatoes; the 17% decrease n prce has resulted n 50% ncrease n volume of sales. So, as Coles begns to lose ts sales to Woolworth's, to match Woolworths prce, t also reduces prce by $1 per KG. Coles does not stop here and decdes to go further by reducng ts prces to $3 per KG. The reason provded that when Woolworths decreased ts prce, t made less proft per klogram, but as many more klograms of tomatoes were sold, overall t made greater profts. If Coles do the same, t wll end up makng greater profts, too. 4 P a g e
5 The profts wll come to very low levels but Consumers wll get benefted. However, practcally t won t happen. Wth Cole s new prce, ts sales ncrease from 20,000 KG per week to 25,000 KG per week. The reason behnd ths s the knked demand curves whch many olgopoles face n practce, whch has two parts; one an nelastc part, and the other one s elastc. In Woolworths case the demand was elastc but n Coles case t turned out to be nelastc. Wth fallng prces, greater amounts can not be bought forever. The buyng patterns wll swtch from Woolworths to Coles. However as both are close substtutes, prce changes wll result n marked reduced volume of sales, from one to the other and the total market demand for tomatoes becomes nelastc as the prce s already low. In the followng fgure of knked demand curve t can be seen that above the knk, the demand of tomatoes s elastc as Coles' prces does not changed. But below the knk, t becomes relatvely nelastc as now Coles has ntroduced a smlar reducton n prce, ultmately leadng to a prce war between the two. Thus, the best choce for both wll be to produce at pont E, as that s the knk pont at whch equlbrum occurs. 5. Concluson It can be sad that n olgopoly, the frms have ther concentraton n non compettve non prce areas; such as after-sales servce and advertsement. The frms try to make dfferentaton n ther products n the eyes of consumers, whch can be done n many ways lke makng mproved qualty products, dfferent wrappng or packagng, bonus or scheme offerngs etc. These are some deas that gve more opportuntes to each frm to be dfferent from ts rvals n terms of output and prces. The frms of olgopolstc markets may not be nterested n real competton, benefttng consumers wth lower prces. Rather, they operate n ways to mantan ther ''cosy'' share of the market and hgh levels of profts. Ths s the reason why most of the tme prces tend to stay steady n olgopoly. 6. References: Borensten, S. and Rose, N. L., 1994, Competton and prce dsperson n the US arlne ndustry, Journal of Poltcal Economy 102, Campbell R. McConnell, (1972); Economcs: prncples, problems, and polces. McGraw- Hll, 1972 Chrs Terry, Kevn Forde, (1992);Mcroeconomcs: an ntroducton for Australan students. McGraw-Hll, 1992 Fgure 1: Knked demand curve Woolworths knows that wth ts prce reducton, t wll make more sales, but only f prce reducton step s not taken by Coles n response. If Coles does and f Woolworths also cut ts prce even further, n overall no more profts wll be ganed by ether of both. Edward C Rosenthal, (2011);The Complete Idot's Gude to Game Theory. Apha,2011 Gallego, G. and van Ryzn, G., 1994, Optmal dynaml prcng of nventores wth stochastc demand over fnte horzons, Management Scence 40, 999,1020. M. Shubk, "Game Theory: Economc Applcatons", Internatonal Encyclopeda of 5 P a g e
6 the Socal Scences, Macmllan Co. and The Free Press, 1968 M.O. Jackson, "Bayesan Implementaton", Economtrca, Vol. 59, No. 2(Mar.,1991), Steven Semeraro, 2001, Polcy studes, vewed 2001 Thomas Jefferson, 2004, The Thstle, vewed 4 july 2004 T. Qunt and M. Shubk, "A Bound on the number of Nash Equlbra n a Coordnate Game", Cowles Foundaton Dscusson Paper P a g e
Answer: A). There is a flatter IS curve in the high MPC economy. Original LM LM after increase in M. IS curve for low MPC economy
4.02 Quz Solutons Fall 2004 Multple-Choce Questons (30/00 ponts) Please, crcle the correct answer for each of the followng 0 multple-choce questons. For each queston, only one of the answers s correct.
Chapter 7: Answers to Questions and Problems
19. Based on the nformaton contaned n Table 7-3 of the text, the food and apparel ndustres are most compettve and therefore probably represent the best match for the expertse of these managers. Chapter
reduce competition increase market power cost savings economies of scale and scope cost savings Oliver Williamson: the efficiency defense
Mergers Why merge? reduce competton ncrease market power cost savngs economes of scale and scope Why allow mergers? cost savngs Olver Wllamson: the effcency defense Merger wthout cost savngs Before merger:
Strategic segmentation of a market
Internatonal Journal of Industral Organzaton 18 (000) 179 190 www.elsever.com/ locate/ econbase Strategc segmentaton of a maret Santanu Roy* Department of Economcs, Florda Internatonal Unversty, Unversty
Oligopoly Theory Made Simple
Olgopoly Theory Made Smple Huw Dxon Chapter 6, Surfng Economcs, pp 5-60. Olgopoly made smple Chapter 6. Olgopoly Theory Made Smple 6. Introducton. Olgopoly theory les at the heart of ndustral organsaton
Power-of-Two Policies for Single- Warehouse Multi-Retailer Inventory Systems with Order Frequency Discounts
Power-of-wo Polces for Sngle- Warehouse Mult-Retaler Inventory Systems wth Order Frequency Dscounts José A. Ventura Pennsylvana State Unversty (USA) Yale. Herer echnon Israel Insttute of echnology (Israel)
Recurrence. 1 Definitions and main statements
Recurrence 1 Defntons and man statements Let X n, n = 0, 1, 2,... be a MC wth the state space S = (1, 2,...), transton probabltes p j = P {X n+1 = j X n = }, and the transton matrx P = (p j ),j S def.
An Alternative Way to Measure Private Equity Performance
An Alternatve Way to Measure Prvate Equty Performance Peter Todd Parlux Investment Technology LLC Summary Internal Rate of Return (IRR) s probably the most common way to measure the performance of prvate
Problem Set 3. a) We are asked how people will react, if the interest rate i on bonds is negative.
Queston roblem Set 3 a) We are asked how people wll react, f the nterest rate on bonds s negatve. When
Financial Mathemetics
Fnancal Mathemetcs 15 Mathematcs Grade 12 Teacher Gude Fnancal Maths Seres Overvew In ths seres we am to show how Mathematcs can be used to support personal fnancal decsons. In ths seres we jon Tebogo,
Efficient Project Portfolio as a tool for Enterprise Risk Management
Effcent Proect Portfolo as a tool for Enterprse Rsk Management Valentn O. Nkonov Ural State Techncal Unversty Growth Traectory Consultng Company January 5, 27 Effcent Proect Portfolo as a tool for Enterprse
Supply network formation as a biform game
Supply network formaton as a bform game Jean-Claude Hennet*. Sona Mahjoub*,** * LSIS, CNRS-UMR 6168, Unversté Paul Cézanne, Faculté Sant Jérôme, Avenue Escadrlle Normande Némen, 13397 Marselle Cedex 20,
ARTICLE IN PRESS. Telecommunications Policy
Telecommuncatons Polcy 34 (2010) 262 269 Contents lsts avalable at ScenceDrect Telecommuncatons Polcy URL: www.elseverbusnessmanagement.com/locate/telpol On the compettve effects of moble vrtual network
Leveraged Firms, Patent Licensing, and Limited Liability
Leveraged Frms, Patent Lcensng, and Lmted Lablty Kuang-Cheng Andy Wang Socal Scence Dvson Center for General Educaton Chang Gung Unversty and Y-Je Wang Department of Economcs Natonal Dong Hwa Unversty
benefit is 2, paid if the policyholder dies within the year, and probability of death within the year is ).
REVIEW OF RISK MANAGEMENT CONCEPTS LOSS DISTRIBUTIONS AND INSURANCE Loss and nsurance: When someone s subject to the rsk of ncurrng a fnancal loss, the loss s generally modeled usng a random varable or
Substitution Effects in Supply Chains with Asymmetric Information Distribution and Upstream Competition
Substtuton Effects n Supply Chans wth Asymmetrc Informaton Dstrbuton and Upstream Competton Jochen Schlapp, Mortz Fleschmann Department of Busness, Unversty of Mannhem, 68163 Mannhem, Germany, [email protected],
Using Series to Analyze Financial Situations: Present Value
2.8 Usng Seres to Analyze Fnancal Stuatons: Present Value In the prevous secton, you learned how to calculate the amount, or future value, of an ordnary smple annuty. The amount s the sum of the accumulated
Allocating Collaborative Profit in Less-than-Truckload Carrier Alliance
J. Servce Scence & Management, 2010, 3: 143-149 do:10.4236/jssm.2010.31018 Publshed Onlne March 2010 (http://www.scrp.org/journal/jssm) 143 Allocatng Collaboratve Proft n Less-than-Truckload Carrer Allance
The program for the Bachelor degrees shall extend over three years of full-time study or the parttime equivalent.
Bachel of Commerce Bachel of Commerce (Accountng) Bachel of Commerce (Cpate Fnance) Bachel of Commerce (Internatonal Busness) Bachel of Commerce (Management) Bachel of Commerce (Marketng) These Program
Intra-year Cash Flow Patterns: A Simple Solution for an Unnecessary Appraisal Error
Intra-year Cash Flow Patterns: A Smple Soluton for an Unnecessary Apprasal Error By C. Donald Wggns (Professor of Accountng and Fnance, the Unversty of North Florda), B. Perry Woodsde (Assocate Professor
The OC Curve of Attribute Acceptance Plans
The OC Curve of Attrbute Acceptance Plans The Operatng Characterstc (OC) curve descrbes the probablty of acceptng a lot as a functon of the lot s qualty. Fgure 1 shows a typcal OC Curve. 10 8 6 4 1 3 4
Technical Memorandum Number 815. Bigger Slice or Larger Pie? Optimal Marketing Strategies for New Firms. John Angelis Moren Lévesque
Techncal Memorandum Number 815 Bgger Slce or Larger Pe? Optmal Marketng Strateges for New Frms by John Angels Moren Lévesque June 26 Department of Operatons Weatherhead School of Management Case Western
Institute of Informatics, Faculty of Business and Management, Brno University of Technology,Czech Republic
Lagrange Multplers as Quanttatve Indcators n Economcs Ivan Mezník Insttute of Informatcs, Faculty of Busness and Management, Brno Unversty of TechnologCzech Republc Abstract The quanttatve role of Lagrange
The Personalization Services Firm: What to Sell, Whom to Sell to and For How Much? *
The Personalzaton Servces Frm: What to Sell, Whom to Sell to and For How Much? * oseph Pancras Unversty of Connectcut School of Busness Marketng Department 00 Hllsde Road, Unt 04 Storrs, CT 0669-0 [email protected]
SPECIALIZED DAY TRADING - A NEW VIEW ON AN OLD GAME
August 7 - August 12, 2006 n Baden-Baden, Germany SPECIALIZED DAY TRADING - A NEW VIEW ON AN OLD GAME Vladmr Šmovć 1, and Vladmr Šmovć 2, PhD 1 Faculty of Electrcal Engneerng and Computng, Unska 3, 10000
Project Networks With Mixed-Time Constraints
Project Networs Wth Mxed-Tme Constrants L Caccetta and B Wattananon Western Australan Centre of Excellence n Industral Optmsaton (WACEIO) Curtn Unversty of Technology GPO Box U1987 Perth Western Australa
Section 5.4 Annuities, Present Value, and Amortization
Secton 5.4 Annutes, Present Value, and Amortzaton Present Value In Secton 5.2, we saw that the present value of A dollars at nterest rate per perod for n perods s the amount that must be deposted today
On the Optimal Control of a Cascade of Hydro-Electric Power Stations
On the Optmal Control of a Cascade of Hydro-Electrc Power Statons M.C.M. Guedes a, A.F. Rbero a, G.V. Smrnov b and S. Vlela c a Department of Mathematcs, School of Scences, Unversty of Porto, Portugal;
Capacity Reservation for Time-Sensitive Service Providers: An Application in Seaport Management
Capacty Reservaton for Tme-Senstve Servce Provders: An Applcaton n Seaport Management L. Jeff Hong Department of Industral Engneerng and Logstcs Management The Hong Kong Unversty of Scence and Technology
NON-CONSTANT SUM RED-AND-BLACK GAMES WITH BET-DEPENDENT WIN PROBABILITY FUNCTION LAURA PONTIGGIA, University of the Sciences in Philadelphia
To appear n Journal o Appled Probablty June 2007 O-COSTAT SUM RED-AD-BLACK GAMES WITH BET-DEPEDET WI PROBABILITY FUCTIO LAURA POTIGGIA, Unversty o the Scences n Phladelpha Abstract In ths paper we nvestgate
A Lyapunov Optimization Approach to Repeated Stochastic Games
PROC. ALLERTON CONFERENCE ON COMMUNICATION, CONTROL, AND COMPUTING, OCT. 2013 1 A Lyapunov Optmzaton Approach to Repeated Stochastc Games Mchael J. Neely Unversty of Southern Calforna http://www-bcf.usc.edu/
The literature on many-server approximations provides significant simplifications toward the optimal capacity
Publshed onlne ahead of prnt November 13, 2009 Copyrght: INFORMS holds copyrght to ths Artcles n Advance verson, whch s made avalable to nsttutonal subscrbers. The fle may not be posted on any other webste,
How Sets of Coherent Probabilities May Serve as Models for Degrees of Incoherence
1 st Internatonal Symposum on Imprecse Probabltes and Ther Applcatons, Ghent, Belgum, 29 June 2 July 1999 How Sets of Coherent Probabltes May Serve as Models for Degrees of Incoherence Mar J. Schervsh
Pricing Internet Access for Disloyal Users: A Game-Theoretic Analysis
Prcng Internet Access for Dsloyal Users: A Game-Theoretc Analyss Gergely Bczók, Sándor Kardos and Tuan Anh Trnh Hgh Speed Networks Lab, Dept. of Telecommuncatons & Meda Informatcs Budapest Unversty of
Return decomposing of absolute-performance multi-asset class portfolios. Working Paper - Nummer: 16
Return decomposng of absolute-performance mult-asset class portfolos Workng Paper - Nummer: 16 2007 by Dr. Stefan J. Illmer und Wolfgang Marty; n: Fnancal Markets and Portfolo Management; March 2007; Volume
Multiple-Period Attribution: Residuals and Compounding
Multple-Perod Attrbuton: Resduals and Compoundng Our revewer gave these authors full marks for dealng wth an ssue that performance measurers and vendors often regard as propretary nformaton. In 1994, Dens
1. Math 210 Finite Mathematics
1. ath 210 Fnte athematcs Chapter 5.2 and 5.3 Annutes ortgages Amortzaton Professor Rchard Blecksmth Dept. of athematcal Scences Northern Illnos Unversty ath 210 Webste: http://math.nu.edu/courses/math210
Medium and long term. Equilibrium models approach
Medum and long term electrcty prces forecastng Equlbrum models approach J. Vllar, A. Campos, C. íaz, Insttuto de Investgacón Tecnológca, Escuela Técnca Superor de Ingenería-ICAI Unversdad ontfca Comllas
Hollinger Canadian Publishing Holdings Co. ( HCPH ) proceeding under the Companies Creditors Arrangement Act ( CCAA )
February 17, 2011 Andrew J. Hatnay [email protected] Dear Sr/Madam: Re: Re: Hollnger Canadan Publshng Holdngs Co. ( HCPH ) proceedng under the Companes Credtors Arrangement Act ( CCAA ) Update on CCAA Proceedngs
17 Capital tax competition
17 Captal tax competton 17.1 Introducton Governments would lke to tax a varety of transactons that ncreasngly appear to be moble across jursdctonal boundares. Ths creates one obvous problem: tax base flght.
No 144. Bundling and Joint Marketing by Rival Firms. Thomas D. Jeitschko, Yeonjei Jung, Jaesoo Kim
No 144 Bundlng and Jont Marketng by Rval Frms Thomas D. Jetschko, Yeonje Jung, Jaesoo Km May 014 IMPRINT DICE DISCUSSION PAPER Publshed by düsseldorf unversty press (dup) on behalf of Henrch Hene Unverstät
Module 2 LOSSLESS IMAGE COMPRESSION SYSTEMS. Version 2 ECE IIT, Kharagpur
Module LOSSLESS IMAGE COMPRESSION SYSTEMS Lesson 3 Lossless Compresson: Huffman Codng Instructonal Objectves At the end of ths lesson, the students should be able to:. Defne and measure source entropy..
Analyzing Search Engine Advertising: Firm Behavior and Cross-Selling in Electronic Markets
WWW 008 / Refereed Track: Internet Monetzaton - Sponsored Search Aprl -5, 008 Beng, Chna Analyzng Search Engne Advertsng: Frm Behavor and Cross-Sellng n Electronc Markets Anndya Ghose Stern School of Busness
PRODUCTION AND OPERATIONS MANAGEMENT
PRODUCTION AND OPERATIONS MANAGEMENT Vol. 17, No. 5, September October 2008, pp. 532 542 ssn 1059-1478 essn 1937-5956 08 1705 0532 POMS do 10.3401/poms.1080.0054 2008 Producton and Operatons Management
Finite Math Chapter 10: Study Guide and Solution to Problems
Fnte Math Chapter 10: Study Gude and Soluton to Problems Basc Formulas and Concepts 10.1 Interest Basc Concepts Interest A fee a bank pays you for money you depost nto a savngs account. Prncpal P The amount
7.5. Present Value of an Annuity. Investigate
7.5 Present Value of an Annuty Owen and Anna are approachng retrement and are puttng ther fnances n order. They have worked hard and nvested ther earnngs so that they now have a large amount of money on
An Evaluation of the Extended Logistic, Simple Logistic, and Gompertz Models for Forecasting Short Lifecycle Products and Services
An Evaluaton of the Extended Logstc, Smple Logstc, and Gompertz Models for Forecastng Short Lfecycle Products and Servces Charles V. Trappey a,1, Hsn-yng Wu b a Professor (Management Scence), Natonal Chao
Feasibility of Using Discriminate Pricing Schemes for Energy Trading in Smart Grid
Feasblty of Usng Dscrmnate Prcng Schemes for Energy Tradng n Smart Grd Wayes Tushar, Chau Yuen, Bo Cha, Davd B. Smth, and H. Vncent Poor Sngapore Unversty of Technology and Desgn, Sngapore 138682. Emal:
Number of Levels Cumulative Annual operating Income per year construction costs costs ($) ($) ($) 1 600,000 35,000 100,000 2 2,200,000 60,000 350,000
Problem Set 5 Solutons 1 MIT s consderng buldng a new car park near Kendall Square. o unversty funds are avalable (overhead rates are under pressure and the new faclty would have to pay for tself from
Section 5.3 Annuities, Future Value, and Sinking Funds
Secton 5.3 Annutes, Future Value, and Snkng Funds Ordnary Annutes A sequence of equal payments made at equal perods of tme s called an annuty. The tme between payments s the payment perod, and the tme
How To Compare Frm To An Isac
Informaton Systems Research Vol. 16, No. 2, June 2005, pp. 186 208 ssn 1047-7047 essn 1526-5536 05 1602 0186 nforms do 10.1287/sre.1050.0053 2005 INFORMS The Economc Incentves for Sharng Securty Informaton
The Economics of Two-sided Markets 2. Platform competition!
U. Porto Doctoral Programme n Economcs The Economcs of Two-sded Markets 2. Platform competton! Paul Belleflamme, CORE & LSM! Unversté catholque de Louvan! Aprl 10-13, 2012 Learnng objectves At the end
ANALYZING THE RELATIONSHIPS BETWEEN QUALITY, TIME, AND COST IN PROJECT MANAGEMENT DECISION MAKING
ANALYZING THE RELATIONSHIPS BETWEEN QUALITY, TIME, AND COST IN PROJECT MANAGEMENT DECISION MAKING Matthew J. Lberatore, Department of Management and Operatons, Vllanova Unversty, Vllanova, PA 19085, 610-519-4390,
DEFINING %COMPLETE IN MICROSOFT PROJECT
CelersSystems DEFINING %COMPLETE IN MICROSOFT PROJECT PREPARED BY James E Aksel, PMP, PMI-SP, MVP For Addtonal Informaton about Earned Value Management Systems and reportng, please contact: CelersSystems,
Marginal Revenue-Based Capacity Management Models and Benchmark 1
Margnal Revenue-Based Capacty Management Models and Benchmark 1 Qwen Wang 2 Guanghua School of Management, Pekng Unversty Sherry Xaoyun Sun 3 Ctgroup ABSTRACT To effcently meet customer requrements, a
Internet companies extensively use the practice of drop-shipping, where the wholesaler stocks and owns the
MANAGEMENT SIENE Vol. 52, No. 6, June 26, pp. 844 864 ssn 25-199 essn 1526-551 6 526 844 nforms do 1.1287/mnsc.16.512 26 INFORMS Supply han hoce on the Internet Sergue Netessne The Wharton School, Unversty
Credit Limit Optimization (CLO) for Credit Cards
Credt Lmt Optmzaton (CLO) for Credt Cards Vay S. Desa CSCC IX, Ednburgh September 8, 2005 Copyrght 2003, SAS Insttute Inc. All rghts reserved. SAS Propretary Agenda Background Tradtonal approaches to credt
How To Trade Water Quality
Movng Beyond Open Markets for Water Qualty Tradng: The Gans from Structured Blateral Trades Tanl Zhao Yukako Sado Rchard N. Bosvert Gregory L. Poe Cornell Unversty EAERE Preconference on Water Economcs
Designing and Implementing a Performance Management System in a Textile Company for Competitive Advantage
Desgnng and Implementng a Performance Management System n a Textle Company for Compettve Advantage Muhttn Oral Fehm Peker December 2009 CIRRELT-2009-54 Bureaux de Montréal : Bureaux de uébec : Unversté
The Linked World: Working Paper Series
The Lnked World: Workng Paper Seres Impact of ICT on Producton of Goods and Servces: Who Captures the Benefts of ICT? The Case of Dgtal Books By By Janet Hao (The Conference Board) and Randall Wess (The
Overview of monitoring and evaluation
540 Toolkt to Combat Traffckng n Persons Tool 10.1 Overvew of montorng and evaluaton Overvew Ths tool brefly descrbes both montorng and evaluaton, and the dstncton between the two. What s montorng? Montorng
Optimization under uncertainty. Antonio J. Conejo The Ohio State University 2014
Optmzaton under uncertant Antono J. Conejo The Oho State Unverst 2014 Contents Stochastc programmng (SP) Robust optmzaton (RO) Power sstem applcatons A. J. Conejo The Oho State Unverst 2 Stochastc Programmng
The Development of Web Log Mining Based on Improve-K-Means Clustering Analysis
The Development of Web Log Mnng Based on Improve-K-Means Clusterng Analyss TngZhong Wang * College of Informaton Technology, Luoyang Normal Unversty, Luoyang, 471022, Chna [email protected] Abstract.
WORKING PAPER SERIES INTERLINKING SECURITIES SETTLEMENT SYSTEMS A STRATEGIC COMMITMENT? NO. 427 / JANUARY 2005. by Karlo Kauko
WORKING PAPER SERIES NO. 427 / JANUARY 2005 -CFS RESEARCH NETWORK ON CAPITAL MARKETS AND FINANCIAL INTEGRATION IN EUROPE INTERLINKING SECURITIES SETTLEMENT SYSTEMS A STRATEGIC COMMITMENT? by Karlo Kauko
Structural Estimation of Variety Gains from Trade Integration in a Heterogeneous Firms Framework
Journal of Economcs and Econometrcs Vol. 55, No.2, 202 pp. 78-93 SSN 2032-9652 E-SSN 2032-9660 Structural Estmaton of Varety Gans from Trade ntegraton n a Heterogeneous Frms Framework VCTOR RVAS ABSTRACT
Pricing Model of Cloud Computing Service with Partial Multihoming
Prcng Model of Cloud Computng Servce wth Partal Multhomng Zhang Ru 1 Tang Bng-yong 1 1.Glorous Sun School of Busness and Managment Donghua Unversty Shangha 251 Chna E-mal:[email protected] Abstract
iavenue iavenue i i i iavenue iavenue iavenue
Saratoga Systems' enterprse-wde Avenue CRM system s a comprehensve web-enabled software soluton. Ths next generaton system enables you to effectvely manage and enhance your customer relatonshps n both
Robust Design of Public Storage Warehouses. Yeming (Yale) Gong EMLYON Business School
Robust Desgn of Publc Storage Warehouses Yemng (Yale) Gong EMLYON Busness School Rene de Koster Rotterdam school of management, Erasmus Unversty Abstract We apply robust optmzaton and revenue management
High Correlation between Net Promoter Score and the Development of Consumers' Willingness to Pay (Empirical Evidence from European Mobile Markets)
Hgh Correlaton between et Promoter Score and the Development of Consumers' Wllngness to Pay (Emprcal Evdence from European Moble Marets Ths paper shows that the correlaton between the et Promoter Score
10.2 Future Value and Present Value of an Ordinary Simple Annuity
348 Chapter 10 Annutes 10.2 Future Value and Present Value of an Ordnary Smple Annuty In compound nterest, 'n' s the number of compoundng perods durng the term. In an ordnary smple annuty, payments are
Finn Roar Aune, Hanne Marit Dalen and Cathrine Hagem
Dscusson Papers No. 630, September 2010 Statstcs Norway, Research Department Fnn Roar Aune, Hanne Mart Dalen and Cathrne Hagem Implementng the EU renewable target through green certfcate markets Abstract:
Omega 39 (2011) 313 322. Contents lists available at ScienceDirect. Omega. journal homepage: www.elsevier.com/locate/omega
Omega 39 (2011) 313 322 Contents lsts avalable at ScenceDrect Omega journal homepage: www.elsever.com/locate/omega Supply chan confguraton for dffuson of new products: An ntegrated optmzaton approach Mehd
Marketing Society Awards for Excellence 2013. Employee Engagement Summary. Objective
Marketng Socety Awards for Excellence 2013 Employee Engagement Summary Objectve Our objectve was to transform employee engagement and along wth t, the success and proftablty of the frm. We wanted to move
