The contract Theory of Patents
|
|
- Thomasina Hawkins
- 5 years ago
- Views:
Transcription
1 The contact Theoy of Patents Vincenzo Denicolo, Luigi Albeto Fanzoni Intenational Review of Law an Economics23,2004 1
2 I. Intouction.Two istinct theoies of patents to justify the patent system ewa theoy contact theoy 1) Rewa theoy focuses on the non-exclusive natue of technological knowlege an states that the function of the patent system is to emuneate successful innovatos so as to encouage R&D effot. 2) Contact theoy emphasizes the non-ival natue of innovation. A tempoay popety ight is gante to innovatos in exchange fo isclosue. It states that the function of the patent system is to pomote the iffusion of innovative knowlege. 2
3 .Besies patents, tae secet law is also an effective tool to potect innovations.. By compaing the costs an benefits of patents vesus tae sececy, the authos povie an economic analysis of the contact theoy of patents as legal evices to inuce fims to isclose thei innovation to the public.. Thei main fining is that the isclosue motive alone suffices to justify the gant of patents. The optimal patent uation shoul stike a balance between the incentive to inuce isclosue an the aim of limiting the monopoly istotion inuce by patents. 3
4 II. The Moel. Thee is a continuum of patentable innovations. Each innovation occus in a sepaate inusty, with linea eman function P(Q)= a-q. Fo each innovation, thee is an innovato (she) an a potential uplicato ( he).the innovato can choose which type of potection to aopt ( patent o tae sececy ). 1) If she patents, she becomes a tempoay 1 monopolist. By setting pm = a 2, she gets monopoly pofit of patent T m = a fo the uation 4
5 2) If she elies on tae sececy, thee is a isk of secet leakage which occus with pobability1 z (0,1), an a isk of inepenent eiscovey by the uplicato, which occus with pobability y [0,1]. The paamete Z ( stength of sececy ) is exogenous. The uplication pobability y is chosen by the uplicato who faces a 1 2 uplication cost 2 α y, α has a cumulative istibution function F ( α )..If the uplicato manages to eplicate the innovation, he in tun has to ecie how to potect it. ( use patents o tae sececy) 5
6 The timing of the game playe by the fim is as follows: 1 Fist, the innovato ecie whethe o not to patent 2 Secon, if the innovato has not patente, the uplicato ecies his uplication effot. 3 Thi, upon successful uplication, the uplicato ecies whethe o not to patent. 4 If neithe the innovato no the uplicato patent, Natue etemines whethe the innovation leaks to the public o not. 6
7 At the beginning: 1 The law-make chooses the patent policy, i.e. a patent length T so as to maximize expecte social welfae. Define τ 1 e T, which can be seen as a nomalize patent length. 2 The law-make oesn t know the maginal uplication cost α of each innovation, but knows the istibution F ( α ) 7
8 III Fim s behavio The authos stat by consieing the ecision poblems of the innovato an the uplicato, fo any given level of α. At this stage, the nomalize patent uation τ is taken as an exogenous paamete. The uplicato s poblem: Upon successful uplication, the uplicato must ecie whethe o not to patent.. If he oesn t patent, his expecte payoff is υ z( / ) = : iscounte uopoly pofits times the pobability that the innovation oes not leak to the public 8
9 .If he patents, he has to shae the maket with the fist innovato until the patent expies, T T υ = e t = τ ( / ). 0 The uplicato s payoff is theefoe υ= z τ, fo τ < z, fo τ z Moving one stage back, the uplicato chooses optimal eseach effot y so as to maximize 1 = yυ αy 2 2 9
10 is If υ / α < 1, the optimal uplication effot υ y * ( α ) = α = z α, fo τ < z τ α, fo τ z If υ / α 1 *, then y ( α ) = 1 10
11 The innovato s poblem: The innovato must ecie whethe o not to patent. If she patents, she get: V ( τ ) = e = τ. T t p m t 0 m.if she elies on tae sececy, he payoff epens on the uplicato s behavio. Thus, V ( α ) = TS α α * * [(1 y( )]. z. m + y( ). z. * * [(1 y( )]. z. m + y( ).. α α τ, fo τ < z, fo τ z 11
12 Who patents in equilibium? Thee ae thee possible outcomes:.noboy patents.the innovato patents.the uplicato patents They pove that the thi outcome can not be pat of a sub-game pefect equilibium of the game. An thee is the following poposition: Poposition 1: Inepenent of the natue of the innovation, if the fist invento oes not patent, neithe will the uplicato. 12
13 Using the fact that the uplicato neve patent in equilibium, they conclue that the uplicato s payoff is υ z( / ) The optimal uplication effot is =. y * ( α ) = z α, fo z 1 α < 1, fo z 1 α Duplication is moe likely to take place if uopoly pofits ae lage, the iscount ate is lowe, maginal uplication cost is lowe, an if the innovation can be moe easily conceale fom the public. 13
14 Which innovations ae patente? When eciing whethe o not to patent, the innovato will compae patent pofits V p m ( τ ) = τ. with sececy pofits V α z y α y α * m * TS ( ) = [(1 ( )). + ( ). ]. VTS ( α ) is non-eceasing in α. So, thee is a patenting theshol ˆ( α τ ), if α ˆ( ατ) <, the innovato will patent. They pove that fo intemeiate values τ, i.e. fo τ 0 < τ z, solving V TS ( α ) V ( τ ) = p yiel αˆ( τ) αˆ( τ) with = 0 τ z τ 2 z m ˆ( ατ) =.. z τ m 14
15 Using the linea eman function, they obtain an explicit expession fo ˆ( α τ ) : = z 1 1 z τ ˆ( ).. [ k(1 k) a (1 2 k(1 k))] ατ Poposition 2: The innovation is moe likely to be patente if it can be uplicate at a lowe cost, it is less easily potecte fom public 1 isclosue ( if τ < 2 z ), it yiels geate monopoly pofits, an it yiels geate uopoly pofits ( as this makes uplication moe likely). 15
16 A lage iscount ate tilts the balance in favo of sececy, as it slows own uplication. With a linea eman function, innovations ae moe likely to be patente if they ae big ( lage a ) an if competition is soft ( small k). 16
17 IV Optimal patent length The optimal patent length * τ maximizes expecte social welfae, which is efine as the expecte value of the iscounte social etuns fom the innovation less the uplication costs. They pove that : w() τ m m =.. ˆ α f( ˆ α). F( ˆ α) τ m The optimal patent length must stike a balance between the incentive to inuce isclosue ( captue by the fist tem) an the aim of limiting monopoly istotion inuce by patents( the secon tem). 17
18 Poposition 4: The optimal patent length must stike a balance between the incentive to inuce isclosue an the aim of limiting the monopoly istotion inuce by patents. The optimal patent life is not shote than τ 0 > 0, so that at least the weakest innovations ae isclose ( i.e. those which ae uplicate fo sue). Hence, it is socially esiable to set patent life so as to inuce isclosue at least of the innovations that can by moe easily uplicate. 18
The contract theory of patents
Intenational Review of Law and Economics 23 (2004) 365 380 The contact theoy of patents Vincenzo Denicolò, Luigi Albeto Fanzoni Depatment of Economics, Univesity of Bologna, Piazza Scaavilli 2, Bologna
More informationTHE CONTRACT THEORY OF PATENTS
XV CONFERENZA DIRITTI, REGOLE, MERCATO Economia pubblica ed analisi economica del diitto Pavia, Univesità, 3-4 ottobe 2003 THE CONTRACT THEORY OF PATENTS VINCENZO DENICOLÒ AND LUIGI ALBERTO FRANZONI società
More informationac p Answers to questions for The New Introduction to Geographical Economics, 2 nd edition Chapter 3 The core model of geographical economics
Answes to questions fo The New ntoduction to Geogaphical Economics, nd edition Chapte 3 The coe model of geogaphical economics Question 3. Fom intoductoy mico-economics we know that the condition fo pofit
More informationSolution to Problem First, the firm minimizes the cost of the inputs: min wl + rk + sf
Econ 0A Poblem Set 4 Solutions ue in class on Tu 4 Novembe. No late Poblem Sets accepted, so! This Poblem set tests the knoledge that ou accumulated mainl in lectues 5 to 9. Some of the mateial ill onl
More informationTest 2, ECON , Summer 2013
Test, ECON 6090-9, Summe 0 Instuctions: Answe all questions as completely as possible. If you cannot solve the poblem, explaining how you would solve the poblem may ean you some points. Point totals ae
More information( )( )( ) ( ) + ( ) ( ) ( )
3.7. Moel: The magnetic fiel is that of a moving chage paticle. Please efe to Figue Ex3.7. Solve: Using the iot-savat law, 7 19 7 ( ) + ( ) qvsinθ 1 T m/a 1.6 1 C. 1 m/s sin135 1. 1 m 1. 1 m 15 = = = 1.13
More informationStrategic timing of adoption of new technologies under uncertainty: A note. Georg Götz
Stategic timing of adoption of new technologies unde uncetainty: A note Geog Götz Abstact: This note claifies the cicumstances unde which ex ante identical fims will choose diffeent dates fo the adoption
More informationModule 11: Innovation & Patents
Module 11: Innovation & Patents Maket Oganization & Publi Poliy (E 731) Geoge Geogiadis Tehnologial pogess is uial fo impoving welfae, but (vey) ostly. How to inentivize fims to innovate? Suppose that
More informationDo Managers Do Good With Other People s Money? Online Appendix
Do Manages Do Good With Othe People s Money? Online Appendix Ing-Haw Cheng Haison Hong Kelly Shue Abstact This is the Online Appendix fo Cheng, Hong and Shue 2013) containing details of the model. Datmouth
More informationOnline Appendix Licensing Process Innovations when Losers Messages Determine Royalty Rates
Online Appendi Licensing Pocess Innovations when Loses Messages Detemine Royalty Rates Cuihong Fan Shanghai Univesity of Finance and Economics School of Economics Elma G. Wolfstette Humboldt-Univesity
More informationOnline Appendix Appendix A: Numerical Examples
Aticle submitte to Management Science; manuscipt no. MS-15-2369 1 Online Appenix Appenix A: Numeical Examples We constuct two instances of the ecycling netwok (RN) base on the EPR implementation in Washington
More informationHandout: IS/LM Model
Econ 32 - IS/L odel Notes Handout: IS/L odel IS Cuve Deivation Figue 4-4 in the textbook explains one deivation of the IS cuve. This deivation uses the Induced Savings Function fom Chapte 3. Hee, I descibe
More informationSuggested Solutions to Homework #4 Econ 511b (Part I), Spring 2004
Suggested Solutions to Homewok #4 Econ 5b (Pat I), Sping 2004. Conside a neoclassical gowth model with valued leisue. The (epesentative) consume values steams of consumption and leisue accoding to P t=0
More information(1) Negative values of t are subsidies, lower bound being -1
MAKET STUCTUE AND TADE POLICY Standad esult is that in pesence of pefect competition, whee county is small, fist-best outcome is fee tade, i.e., taiffs ae not optimal Counties may be lage enough, howeve,
More informationSequential Entry in a Vertically Differentiated Duopoly. Luca Lambertini # Piero Tedeschi # University of Bologna University of Milano-Bicocca
Sequential Enty in a Vetically Diffeentiated Duopoly Luca Lambetini # Pieo Tedeschi # Univesity of Bologna Univesity of Milano-Bicocca Novembe 27, 2003 Abstact We analyse a model of vetical diffeentiation
More informationUnobserved Correlation in Ascending Auctions: Example And Extensions
Unobseved Coelation in Ascending Auctions: Example And Extensions Daniel Quint Univesity of Wisconsin Novembe 2009 Intoduction In pivate-value ascending auctions, the winning bidde s willingness to pay
More information15 Solving the Laplace equation by Fourier method
5 Solving the Laplace equation by Fouie method I aleady intoduced two o thee dimensional heat equation, when I deived it, ecall that it taes the fom u t = α 2 u + F, (5.) whee u: [0, ) D R, D R is the
More informationNotes on McCall s Model of Job Search. Timothy J. Kehoe March if job offer has been accepted. b if searching
Notes on McCall s Model of Job Seach Timothy J Kehoe Mach Fv ( ) pob( v), [, ] Choice: accept age offe o eceive b and seach again next peiod An unemployed oke solves hee max E t t y t y t if job offe has
More information556: MATHEMATICAL STATISTICS I
556: MATHEMATICAL STATISTICS I CHAPTER 5: STOCHASTIC CONVERGENCE The following efinitions ae state in tems of scala anom vaiables, but exten natually to vecto anom vaiables efine on the same obability
More informationAppraisal of Logistics Enterprise Competitiveness on the Basis of Fuzzy Analysis Algorithm
Appaisal of Logistics Entepise Competitiveness on the Basis of Fuzzy Analysis Algoithm Yan Zhao, Fengge Yao, Minming She Habin Univesity of Commece, Habin, Heilongjiang 150028, China, zhaoyan2000@yahoo.com.cn
More informationExposure Order Effects and Advertising Competition
Exposue Ode Effects and dvetising Competition Oksana Loginova Univesity of Missoui-Columbia Depatment of Economics 118 Pofessional ldg Columbia, MO 65211 loginovao@missoui.edu May 10, 2008 bstact This
More informationYoun-Woo Lee School of Chemical and Biological Engineering Seoul National University , 599 Gwanangro, Gwanak-gu, Seoul, Korea
hemical Reacto esign Y W L Youn-Woo Lee School of hemical and iological Engineeing 55-74, 599 Gwanango, Gwana-gu, Seoul, Koea ywlee@snu.ac. http://sfpl.snu.ac. hapte 6 Multiple Reactions hemical Reaction
More informationAuctioning Process Innovations when Losers Bids Determine Royalty Rates
Auctioning Pocess Innovations when Loses Bids Detemine Royalty Rates Cuihong Fan Shanghai Univesity of Finance and Economics School of Economics Elma G. Wolfstette Humboldt-Univesity at Belin and Koea
More informationQuantum Mechanics I - Session 5
Quantum Mechanics I - Session 5 Apil 7, 015 1 Commuting opeatos - an example Remine: You saw in class that Â, ˆB ae commuting opeatos iff they have a complete set of commuting obsevables. In aition you
More informationThe Trader s Dilemma: Trading Strategies and Endogenous Pricing. in an Illiquid Market
The Tae s Dilemma: Taing Stategies an Enogenous Picing in an Illiqui Maket Dan Liang School of Business, Queen s Univesity liang@business.queensu.ca Fank Milne Depatment of Economics, Queen s Univesity
More informationSupplementary Information for On characterizing protein spatial clusters with correlation approaches
Supplementay Infomation fo On chaacteizing potein spatial clustes with coelation appoaches A. Shivananan, J. Unnikishnan, A. Raenovic Supplementay Notes Contents Deivation of expessions fo p = a t................................
More informationWhen two numbers are written as the product of their prime factors, they are in factored form.
10 1 Study Guide Pages 420 425 Factos Because 3 4 12, we say that 3 and 4 ae factos of 12. In othe wods, factos ae the numbes you multiply to get a poduct. Since 2 6 12, 2 and 6 ae also factos of 12. The
More informationand the correct answer is D.
@. Assume the pobability of a boy being bon is the same as a gil. The pobability that in a family of 5 childen thee o moe childen will be gils is given by A) B) C) D) Solution: The pobability of a gil
More informationEvolutionary Behavior of Supply Chains: Altruism or Fairness Caichun Chai*
Advances in Economics Business Management Reseach volume 16 Fist Intenational Confeence on Economic Business Management (FEBM 2016) Evolutionay Behavio of Supply Chains: Altuism o Fainess Caichun Chai*
More informationA Lattice Energy Calculation for LiH
A Lattice Enegy Calculation fo LiH Fank Riou Lithium hyie is a white cystalline soli with the face-centee cubic cystal stuctue (see lattice shown below). The moel fo LiH(s) popose in this stuy constists
More informationSocial learning and monopoly pricing with forward looking buyers
Social leaning and monopoly picing with fowad looking buyes JOB MARKET PAPER Click hee fo the most ecent vesion Tuomas Laiho and Julia Salmi Januay 11, 217 Abstact We study monopoly picing in a dynamic
More informationDEPARTMENT OF ECONOMICS
ISSN 0819-2642 ISBN 978 0 7340 2657 6 THE UNIVERSITY OF MELBOURNE DEPARTMENT OF ECONOMICS RESEARCH PAPER NUMBER 999 August 2007 Coopeative R&D unde Uncetainty with Fee Enty by Nisvan Ekal & Daniel Piccinin
More informationyou of a spring. The potential energy for a spring is given by the parabola U( x)
Small oscillations The theoy of small oscillations is an extemely impotant topic in mechanics. Conside a system that has a potential enegy diagam as below: U B C A x Thee ae thee points of stable equilibium,
More informationMEASURING CHINESE RISK AVERSION
MEASURING CHINESE RISK AVERSION --Based on Insuance Data Li Diao (Cental Univesity of Finance and Economics) Hua Chen (Cental Univesity of Finance and Economics) Jingzhen Liu (Cental Univesity of Finance
More informationJI Kai [a],* INTRODUCTION
Management Science and Engineeing Vol. 10, No. 4, 016, pp. 13-19 DOI:10.3968/9183 ISSN 1913-0341 [Pint] ISSN 1913-035X [Online] www.cscanada.net www.cscanada.og Reseach on Coopeative Advetising Decisions
More informationA Crash Course in (2 2) Matrices
A Cash Couse in ( ) Matices Seveal weeks woth of matix algeba in an hou (Relax, we will only stuy the simplest case, that of matices) Review topics: What is a matix (pl matices)? A matix is a ectangula
More informationChapter 10 Mechanism Design and Postcontractual Hidden Knowledge
Chapte 10 Mechanism Design and Postcontactual Hidden Knowledge 10.1 Mechanisms, Unavelling, Coss Checking, and the Revelation Pinciple A mechanism is a set of ules that one playe constucts and anothe feely
More informationCHAPTER 2 DERIVATION OF STATE EQUATIONS AND PARAMETER DETERMINATION OF AN IPM MACHINE. 2.1 Derivation of Machine Equations
1 CHAPTER DERIVATION OF STATE EQUATIONS AND PARAMETER DETERMINATION OF AN IPM MACHINE 1 Deivation of Machine Equations A moel of a phase PM machine is shown in Figue 1 Both the abc an the q axes ae shown
More informationHomework Set 3 Physics 319 Classical Mechanics
Homewok Set 3 Phsics 319 lassical Mechanics Poblem 5.13 a) To fin the equilibium position (whee thee is no foce) set the eivative of the potential to zeo U 1 R U0 R U 0 at R R b) If R is much smalle than
More informationEquilibria of a cylindrical plasma
// Miscellaneous Execises Cylinical equilibia Equilibia of a cylinical plasma Consie a infinitely long cyline of plasma with a stong axial magnetic fiel (a geat fusion evice) Plasma pessue will cause the
More informationJerk and Hyperjerk in a Rotating Frame of Reference
Jek an Hypejek in a Rotating Fame of Refeence Amelia Caolina Spaavigna Depatment of Applie Science an Technology, Politecnico i Toino, Italy. Abstact: Jek is the eivative of acceleation with espect to
More informationSPH4UI 28/02/2011. Total energy = K + U is constant! Electric Potential Mr. Burns. GMm
8//11 Electicity has Enegy SPH4I Electic Potential M. Buns To sepaate negative an positive chages fom each othe, wok must be one against the foce of attaction. Theefoe sepeate chages ae in a higheenegy
More informationCircular Motion & Torque Test Review. The period is the amount of time it takes for an object to travel around a circular path once.
Honos Physics Fall, 2016 Cicula Motion & Toque Test Review Name: M. Leonad Instuctions: Complete the following woksheet. SHOW ALL OF YOUR WORK ON A SEPARATE SHEET OF PAPER. 1. Detemine whethe each statement
More informationPH126 Exam I Solutions
PH6 Exam I Solutions q Q Q q. Fou positively chage boies, two with chage Q an two with chage q, ae connecte by fou unstetchable stings of equal length. In the absence of extenal foces they assume the equilibium
More informationSolutions to Problems : Chapter 19 Problems appeared on the end of chapter 19 of the Textbook
Solutions to Poblems Chapte 9 Poblems appeae on the en of chapte 9 of the Textbook 8. Pictue the Poblem Two point chages exet an electostatic foce on each othe. Stategy Solve Coulomb s law (equation 9-5)
More informationGRAVITATION. Einstein Classes, Unit No. 102, 103, Vardhman Ring Road Plaza, Vikas Puri Extn., New Delhi -18 PG 1
Einstein Classes, Unit No. 0, 0, Vahman Ring Roa Plaza, Vikas Pui Extn., New Delhi -8 Ph. : 96905, 857, E-mail einsteinclasses00@gmail.com, PG GRAVITATION Einstein Classes, Unit No. 0, 0, Vahman Ring Roa
More informationSensitivity Analysis of SAW Technique: the Impact of Changing the Decision Making Matrix Elements on the Final Ranking of Alternatives
Ianian Jounal of Opeations Reseach Vol. 5, No. 1, 2014, pp. 82-94 Sensitivity Analysis of SAW Technique: the Impact of Changing the Decision Maing Matix Elements on the Final Raning of Altenatives A. Alinezha
More informationMacro Theory B. The Permanent Income Hypothesis
Maco Theoy B The Pemanent Income Hypothesis Ofe Setty The Eitan Beglas School of Economics - Tel Aviv Univesity May 15, 2015 1 1 Motivation 1.1 An econometic check We want to build an empiical model with
More informationBifurcation Routes and Economic Stability Miloslav S. Vosvrda
Bifucation Routes and Economic Stability Miloslav S. Vosvda Institute of Infomation Theoy and Automation, Academy of Sciences of the Czech Republic Institute of Economic Studies, Faculty of Social Sciences,
More information15. SIMPLE MHD EQUILIBRIA
15. SIMPLE MHD EQUILIBRIA In this Section we will examine some simple examples of MHD equilibium configuations. These will all be in cylinical geomety. They fom the basis fo moe the complicate equilibium
More informationEfficiency Loss in a Network Resource Allocation Game
Efficiency Loss in a Netwok Resouce Allocation Game Ramesh Johai johai@mit.edu) John N. Tsitsiklis jnt@mit.edu) June 11, 2004 Abstact We exploe the popeties of a congestion game whee uses of a congested
More informationProblem Set 10 Solutions
Chemisty 6 D. Jean M. Standad Poblem Set 0 Solutions. Give the explicit fom of the Hamiltonian opeato (in atomic units) fo the lithium atom. You expession should not include any summations (expand them
More informationEfficiency Loss in a Network Resource Allocation Game: The Case of Elastic Supply
Efficiency Loss in a Netwok Resouce Allocation Game: The Case of Elastic Supply axiv:cs/0506054v1 [cs.gt] 14 Jun 2005 Ramesh Johai (johai@stanfod.edu) Shie Manno (shie@mit.edu) John N. Tsitsiklis (jnt@mit.edu)
More informationComputational Methods of Solid Mechanics. Project report
Computational Methods of Solid Mechanics Poject epot Due on Dec. 6, 25 Pof. Allan F. Bowe Weilin Deng Simulation of adhesive contact with molecula potential Poject desciption In the poject, we will investigate
More informationworking pages for Paul Richards class notes; do not copy or circulate without permission from PGR 2004/11/3 10:50
woking pages fo Paul Richads class notes; do not copy o ciculate without pemission fom PGR 2004/11/3 10:50 CHAPTER7 Solid angle, 3D integals, Gauss s Theoem, and a Delta Function We define the solid angle,
More informationn 1 Cov(X,Y)= ( X i- X )( Y i-y ). N-1 i=1 * If variable X and variable Y tend to increase together, then c(x,y) > 0
Covaiance and Peason Coelation Vatanian, SW 540 Both covaiance and coelation indicate the elationship between two (o moe) vaiables. Neithe the covaiance o coelation give the slope between the X and Y vaiable,
More information6 PROBABILITY GENERATING FUNCTIONS
6 PROBABILITY GENERATING FUNCTIONS Cetain deivations pesented in this couse have been somewhat heavy on algeba. Fo example, detemining the expectation of the Binomial distibution (page 5.1 tuned out to
More informationSpillovers, Appropriability, and R&D
Vol. 75 (2002), No. 1, pp. 1 32 Spilloves, Appopiability, and R&D Stephen Matin Received July 20, 2000; evised vesion eceived Decembe 5, 2000 I distinguish the impacts of input spilloves and impefect appopiability
More informationRestoring the Product Variety and Pro-competitive Gains from Trade. with Heterogeneous Firms and Bounded Productivity* Robert C.
Restoing the Poduct Vaiety and Po-competitive Gains fom Tade with Heteogeneous Fims and Bounded Poductivity* by Robet C. Feensta Univesity of Califonia, Davis, and NBER Octobe 203 Abstact The monopolistic
More informationGraphs of Sine and Cosine Functions
Gaphs of Sine and Cosine Functions In pevious sections, we defined the tigonometic o cicula functions in tems of the movement of a point aound the cicumfeence of a unit cicle, o the angle fomed by the
More informationGoodness-of-fit for composite hypotheses.
Section 11 Goodness-of-fit fo composite hypotheses. Example. Let us conside a Matlab example. Let us geneate 50 obsevations fom N(1, 2): X=nomnd(1,2,50,1); Then, unning a chi-squaed goodness-of-fit test
More informationThe Substring Search Problem
The Substing Seach Poblem One algoithm which is used in a vaiety of applications is the family of substing seach algoithms. These algoithms allow a use to detemine if, given two chaacte stings, one is
More information1) (A B) = A B ( ) 2) A B = A. i) A A = φ i j. ii) Additional Important Properties of Sets. De Morgan s Theorems :
Additional Impotant Popeties of Sets De Mogan s Theoems : A A S S Φ, Φ S _ ( A ) A ) (A B) A B ( ) 2) A B A B Cadinality of A, A, is defined as the numbe of elements in the set A. {a,b,c} 3, { }, while
More informationExample
Chapte.4 iffusion with Chemical eaction Example.4- ------------------------------------------------------------------------------ fluiize coal eacto opeates at 45 K an atm. The pocess will be limite by
More informationarxiv: v2 [physics.data-an] 15 Jul 2015
Limitation of the Least Squae Method in the Evaluation of Dimension of Factal Bownian Motions BINGQIANG QIAO,, SIMING LIU, OUDUN ZENG, XIANG LI, and BENZONG DAI Depatment of Physics, Yunnan Univesity,
More informationCENTER FOR MULTIMODAL SOLUTIONS FOR CONGESTION MITIGATION (CMS)
Final Repot to the CENTER FOR MULTIMODAL SOLUTIONS FOR CONGESTION MITIGATION (CMS) CMS Poect Numbe: _8-4_ Title: Chaacteizing the Tadeoffs and Costs Associated with Tanspotation Congestion in Supply Chains
More informationChem 453/544 Fall /08/03. Exam #1 Solutions
Chem 453/544 Fall 3 /8/3 Exam # Solutions. ( points) Use the genealized compessibility diagam povided on the last page to estimate ove what ange of pessues A at oom tempeatue confoms to the ideal gas law
More informationPhysics Fall Mechanics, Thermodynamics, Waves, Fluids. Lecture 18: System of Particles II. Slide 18-1
Physics 1501 Fall 2008 Mechanics, Themodynamics, Waves, Fluids Lectue 18: System of Paticles II Slide 18-1 Recap: cente of mass The cente of mass of a composite object o system of paticles is the point
More informationAn Exact Solution of Navier Stokes Equation
An Exact Solution of Navie Stokes Equation A. Salih Depatment of Aeospace Engineeing Indian Institute of Space Science and Technology, Thiuvananthapuam, Keala, India. July 20 The pincipal difficulty in
More informationPassivity-Based Control of Saturated Induction Motors
Passivity-Base Contol of Satuate Inuction otos Levent U. Gökee, embe, IEEE, awan A. Simaan, Fellow, IEEE, an Chales W. Bice, Senio embe, IEEE Depatment of Electical Engineeing Univesity of South Caolina
More informationN igerian Journal of M athematics and Applications V olume 24, (2015),
N igeian Jounal of M athematics an Applications V olume 24, 205), 228 236 c N ig. J. M ath. Appl. http : //www.kwsman.com Flow of an Incompessible MHD Thi Gae Flui Though a Cylinical Pipe with Isothemal
More informationSections and Chapter 10
Cicula and Rotational Motion Sections 5.-5.5 and Chapte 10 Basic Definitions Unifom Cicula Motion Unifom cicula motion efes to the motion of a paticle in a cicula path at constant speed. The instantaneous
More informationThis brief note explains why the Michel-Levy colour chart for birefringence looks like this...
This bief note explains why the Michel-Levy colou chat fo biefingence looks like this... Theoy of Levy Colou Chat fo Biefingent Mateials Between Cossed Polas Biefingence = n n, the diffeence of the efactive
More informationLifting Private Information Retrieval from Two to any Number of Messages
Lifting Pivate Infomation Retieval fom Two to any umbe of Messages Rafael G.L. D Oliveia, Salim El Rouayheb ECE, Rutges Univesity, Piscataway, J Emails: d746@scaletmail.utges.edu, salim.elouayheb@utges.edu
More informationEXAM NMR (8N090) November , am
EXA NR (8N9) Novembe 5 9, 9. 1. am Remaks: 1. The exam consists of 8 questions, each with 3 pats.. Each question yields the same amount of points. 3. You ae allowed to use the fomula sheet which has been
More informationSpring 2001 Physics 2048 Test 3 solutions
Sping 001 Physics 048 Test 3 solutions Poblem 1. (Shot Answe: 15 points) a. 1 b. 3 c. 4* d. 9 e. 8 f. 9 *emembe that since KE = ½ mv, KE must be positive Poblem (Estimation Poblem: 15 points) Use momentum-impulse
More informationA Comment on Increasing Returns and Spatial. Unemployment Disparities
The Society fo conomic Studies The nivesity of Kitakyushu Woking Pape Seies No.06-5 (accepted in Mach, 07) A Comment on Inceasing Retuns and Spatial nemployment Dispaities Jumpei Tanaka ** The nivesity
More informationRETAINED EARNINGS DYNAMIC, INTERNAL PROMOTIONS AND WALRASIAN EQUILIBRIUM * Pablo F. Beker
RETAINED EARNINGS DYNAMIC, INTERNA PROMOTIONS AND WARASIAN EQUIIBRIUM * Pablo F. Beke WP-AD 2004-14 Coespondence: Univesidad de Alicante, Fundamentos del Análisis Económico, Caetea San Vicente, s/n, 03071
More information10/04/18. P [P(x)] 1 negl(n).
Mastemath, Sping 208 Into to Lattice lgs & Cypto Lectue 0 0/04/8 Lectues: D. Dadush, L. Ducas Scibe: K. de Boe Intoduction In this lectue, we will teat two main pats. Duing the fist pat we continue the
More informationto point uphill and to be equal to its maximum value, in which case f s, max = μsfn
Chapte 6 16. (a) In this situation, we take f s to point uphill and to be equal to its maximum value, in which case f s, max = μsf applies, whee μ s = 0.5. pplying ewton s second law to the block of mass
More informationIntroduction to Mathematical Statistics Robert V. Hogg Joeseph McKean Allen T. Craig Seventh Edition
Intoduction to Mathematical Statistics Robet V. Hogg Joeseph McKean Allen T. Caig Seventh Edition Peason Education Limited Edinbugh Gate Halow Essex CM2 2JE England and Associated Companies thoughout the
More informationHydrostatic Pressure. To determine the center position of pressure of a plane surface immersed in water
Objectives 457.04 Elementa Flui Mechanics an Lab. Elementa Test Hostatic Pessue Chapte. Hostatic Pessue To etemine the cente position of pessue of a plane suface immese in wate To compae the expeimental
More informationGeneral Relativity Homework 5
Geneal Relativity Homewok 5. In the pesence of a cosmological constant, Einstein s Equation is (a) Calculate the gavitational potential point souce with = M 3 (). R µ Rg µ + g µ =GT µ. in the Newtonian
More informationIntegral Control via Bias Estimation
1 Integal Contol via Bias stimation Consie the sstem ẋ = A + B +, R n, R p, R m = C +, R q whee is an nknown constant vecto. It is possible to view as a step istbance: (t) = 0 1(t). (If in fact (t) vaies
More informationMath 124B February 02, 2012
Math 24B Febuay 02, 202 Vikto Gigoyan 8 Laplace s equation: popeties We have aleady encounteed Laplace s equation in the context of stationay heat conduction and wave phenomena. Recall that in two spatial
More informationInternational Trade with Domestic Regulation under Asymmetric Information: A Simple General Equilibrium Approach
Intenational Tade with Domestic Regulation unde Asymmetic Infomation: A Simple Geneal Equilibium Appoach David Matimot and Thiey Vedie Septembe 8, 2009 Abstact: This pape investigates the consequences
More informationThe Ownership Structure of Digital Rights Management (DRM) and Foreclosure of Piracy
The Owneship Stuctue of Digital Rights Management (DRM) and Foeclosue of Piacy By Sang Hoo Bae Peliminay and incomplete May, 008 Abstact The pupose of this pape is to investigate how digitalization affects
More informationA model of working capital with idiosyncratic production risk and rm failure
A model of oking capital ith idiosyncatic poduction isk and m failue Pof. Mcandless UEMA Novembe, 2 Outline of the talk Intoduction Model Stationay states Dynamic vesion of model onclusions Intoduction
More informationAbsorption Rate into a Small Sphere for a Diffusing Particle Confined in a Large Sphere
Applied Mathematics, 06, 7, 709-70 Published Online Apil 06 in SciRes. http://www.scip.og/jounal/am http://dx.doi.og/0.46/am.06.77065 Absoption Rate into a Small Sphee fo a Diffusing Paticle Confined in
More informationInternet Appendix for A Bayesian Approach to Real Options: The Case of Distinguishing Between Temporary and Permanent Shocks
Intenet Appendix fo A Bayesian Appoach to Real Options: The Case of Distinguishing Between Tempoay and Pemanent Shocks Steven R. Genadie Gaduate School of Business, Stanfod Univesity Andey Malenko Gaduate
More informationof Technology: MIT OpenCourseWare). (accessed MM DD, YYYY). License: Creative Commons Attribution- Noncommercial-Share Alike.
MIT OpenCouseWae http://ocw.mit.eu 6.013/ESD.013J Electomagnetics an Applications, Fall 005 Please use the following citation fomat: Makus Zahn, Eich Ippen, an Davi Staelin, 6.013/ESD.013J Electomagnetics
More informationIf there are multiple rxns, use concentrations not conversions. These might occur in combination or by themselves.
hapte 6 MLTIPLE RETIONS If thee ae multiple xns, use concentations not convesions. intemediate. Seies Reactions onsecutive xns. Paallel Reactions. omplex Reactions: Seies and Paallel 4. Independent None
More informationd 2 x 0a d d =0. Relative to an arbitrary (accelerating frame) specified by x a = x a (x 0b ), the latter becomes: d 2 x a d 2 + a dx b dx c
Chapte 6 Geneal Relativity 6.1 Towads the Einstein equations Thee ae seveal ways of motivating the Einstein equations. The most natual is pehaps though consideations involving the Equivalence Pinciple.
More information10. Groundwater in geotechnical problems
. Goundwate in geotechnical poblems Goundwate plays a key ole in many geotechnical poblems. We will look at; - land subsidence - dewateing open pits - Consolidation of sediments Remembe the stoage of wate
More informationAsynchronous Choice in Battle of the Sexes Games: Unique Equilibrium Selection for Intermediate Levels of Patience
Asynchonous Choice in Battle of the Sexes Games: Unique Equilibium Selection fo Intemediate Levels of Patience Attila Ambus Duke Univesity, Depatment of Economics Yuhta Ishii Havad Univesity, Depatment
More informationPulse Neutron Neutron (PNN) tool logging for porosity Some theoretical aspects
Pulse Neuton Neuton (PNN) tool logging fo poosity Some theoetical aspects Intoduction Pehaps the most citicism of Pulse Neuton Neuon (PNN) logging methods has been chage that PNN is to sensitive to the
More informationContinuous time noisy signalling
Continuous time noisy signalling Sande Heinsalu Abstact Most eal-life signalling is noisy and in many cases takes time. Infomation may be evealed gadually (many online custome eviews of a gadget) o by
More informationElectric Potential and Gauss s Law, Configuration Energy Challenge Problem Solutions
Poblem 1: Electic Potential an Gauss s Law, Configuation Enegy Challenge Poblem Solutions Consie a vey long o, aius an chage to a unifom linea chage ensity λ a) Calculate the electic fiel eveywhee outsie
More informationSensors and Actuators Introduction to sensors
Sensos an ctuatos Intouction to sensos Sane Stuijk (s.stuijk@tue.nl) Depatment of Electical Engineeing Electonic Systems PITIE SENSORS (hapte 3., 7., 9.,.6, 3., 3.) 3 Senso classification type / quantity
More informationPHYSICS W term 2
PHYSICS 153 08W tem Electicity, Magnetism, Electomagnetic Waves, Optics Pof. W. McCutcheon Henn. 81 604-8-634 mccutche@phas.ubc.ca Office hous: Monday 10:30-11:30 Fiday 10:30-11:30 o by appointment Text:
More information