Unrooted binary tree: Difference between revisions

From formulasearchengine
Jump to navigation Jump to search
en>Arthur Rubin
Reverted 1 edit by Zaslav (talk): Restore Double factorial. (TW)
 
Line 1: Line 1:
'''Conjectural variation''' is a term used in [[oligopoly theory]] referring to the beliefs that one firm has about the way its competitor(s) may react if it varies its output (or price).  The firm forms a conjecture about the variation in the other firm's output that will accompany any change in its own output.  For example, in the classic [[Cournot model]] of oligopoly, it is assumed that each firm treats the output of the other firms as given when it chooses its output. This is sometimes called the "Nash conjecture" as it underlies the standard [[Nash equilibrium]] concept.  However, alternative assumptions can be made. Suppose you have two firms producing the same good, so that the industry price is determined by the combined output of the two firms (think of the water duopoly in [[Cournot]]'s original 1838 account).  Now suppose that each firm has what is called the "Bertrand Conjecture" of -1. This means that if firm A increases its output, it conjectures that firm B will reduce its output to exactly offset firm A's increase, so that total output and hence price remains unchanged. With the Bertrand Conjecture, the firms act as if they believe that the market price is unaffected by their own output, because each firm believes that the other firm will adjust its output so that total output will be constant. At the other extreme is the Joint-Profit maximizing conjecture of +1. In this case each firm believes that the other will imitate exactly any change in output it makes, which leads (with constant [[marginal cost]]) to the firms behaving like a single [[monopoly]] supplier.
These fuzzies may be a small annoyance, but they can make your gym seem unkempt. Normal pedaling motion disengages the brake cane, allowing for normal pedaling. They both have some parts that are worse than another's, but it doesn't matter in general. Alison Addy is the author of many articles on subjects like mountain bike crashes and published at. When shopping for different bike accessories, parts, or whatever it is you are looking for, being a smart shopper is always in order. <br><br>However, you still have to choose the right Santa Cruz bikes for yourself. In fact, Downhill Mountain biking is the most popular form of competition biking. From free shipping on all the bikes across the US, the Road Bike Outlet makes consumers happy anywhere within 1 to 6 days. Ten miles back to the truck is a long walk when pushing 200 pounds of meat on a bike. Titanium is very light and gives you an advantage and is usually used in racing bicycles. <br><br>The steeper the angles, the more beneficial it would be for stability and high speed pedaling. The big three has a major part to play on this matter and so they should step up to be strong and mature leaders. This Cannondale Mountain Bike is a beast, plain and simple. If you have a mountain bike or a road bike, it is important that you know how to care of it properly. -Del Plomo Hot Springs: Ideal for bikes, low traffic. <br><br>Consequently, they became like villains in the eyes of the NBA fans outside Miami. Or get the type motor that senses when you are pedaling harder and switches on automatically. This article is to help you when buying a new bike. There is no shortage of videos of mountain bike crashes from around the world, with many riders with appropriate safety equipment escaping serious injury, while others were not that fortunate. The best way to narrow down your options is to determine the components that are most important to you, such as the forks, rear derailleur and wheels. <br><br>Looked like one or two other people beat me to the punch. Instability: You are much more likely to lose your balance while on a big bike. If riding on public roads in Australia, then the maximum motor wattage is 250W and the bike also then becomes speed limited.  In case you loved this informative article and you want to receive more information concerning [http://www.c2hsquad.com/index.php?mod=users&action=view&id=127885 Size guaide mountain bike sizing.] i implore you to visit our web-page. Calipers can be actuated with a side pull or center pull. How do you think people managed decades ago when steel was the only material frames were made of.
 
==History==
 
The notion of conjectures has maintained a long history in the Industrial Organization theory ever since the introduction of Conjectural Variations Equilibria by [[Arthur Bowley]] in 1924<ref>Bowley, A. L. (1924). The Mathematical Groundwork of Economics, Oxford University Press.</ref> and [[Ragnar Frisch]] (1933)<ref>Frisch R. 1951 [1933]. Monopoly - Polypoly - The concept of force in the economy, International Economic Papers, 1, 23-36.</ref> (a useful summary of the history is provided by Giacoli<ref>Giacoli N (2005). [http://ideas.repec.org/a/oup/cambje/v29y2005i4p601-618.html The escape from conjectural variations: the consistency condition from Bowley to Fellner]. Cambridge Journal of Economics, 29, 601-18.</ref>). Not only are conjectural variations (henceforth CV) models able to capture a range of behavioral outcomes - from competitive to cooperative, but also they have one parameter which has a simple economic interpretation. CV models have also been found quite useful in the empirical analysis of …firm behavior in the sense that they provide a more general description of …firms ’behavior than the standard Nash equilibrium.
 
As Stephen Martin has argued: ''There is every reason to believe that oligopolists in different markets interact in different ways, and it is useful to have models  that can capture a wide range of such interactions.  Conjectural oligopoly models, in any event, have been more useful than game-theoretic oligopoly models in guiding the specification of empirical research in industrial economics.''<ref>Martin, S. (1993), Advanced Industrial Economics, Blackwells, Oxford. page 30</ref>
 
==Consistent conjectures==
 
The CVs of firms determine the slopes of their reaction functions. For example, in the standard Cournot model, the conjecture is of a zero reaction, yet the actual slope of the Cournot reaction function is negative. What happens if we require the actual slope of the reaction function to be equal to the conjecture? Some economists argued that we could pin down the conjectures by a consistency condition, most notably Timothy Bresnehan in 1981.<ref>Bresnehan T (1981) [http://ideas.repec.org/a/aea/aecrev/v71y1981i5p934-45.html "Duopoly models with consistent conjectures"]  American Economic Review, vol 71, pages 934-0945.</ref> Bresnehan's consitency was a local condition that required the actual slope of the reaction function to be equal to the conjecture at the equilibrium outputs. With linear industry demand and quadratic costs, this gave rise to the result that the consistent conjecture depended on the slope of the marginal cost function: for example, with quadratic costs of the form (see below) cost = a.x<sup>2</sup>, the consistent conjecture is unique and determined by ''a''.  If ''a=0'' then the unique consistent conjecture is the Bertrand conjecture <math>\phi^*=-1</math>, and as ''a'' get bigger, the consistent conjecture increases (becomes less negative) but is always less than zero for finite ''a''.
 
The concept of consistent conjectures was criticized by several leading economists.<ref>Makowsky L (1987) "Are rational conjectures rational, Journal if Industrial Economics, volume 36</ref><ref>Lindh T (1992) The inconsistency of consistent conjectures", Journal of Economic Behavior and organization, volume 18, pages 69-80</ref> Essentially, the concept of consistent conjectures was seen as not compatible with the standard models of rationality employed in [[Game theory]].
 
However, in the 1990s [[Evolutionary game theory]] became fashionable in economics.  It was realized that this approach could provide a foundation for the ''evolution'' of consistent conjectures. [[Huw Dixon]] and Ernesto Somma<ref>Dixon H and Somma E, (2003) [http://ideas.repec.org/a/eee/jeborg/v51y2003i4p523-536.html The evolution of consistent conjectures], journal if economic behviour and organization, volume 51, pages 523-536. Original version (1995) University of York Discussion paper [http://huwdixon.org/publication_archive/articles/TheEvolutionOfConjectures.pdf The Evolution of Conjectures]</ref> showed that we could treat the conjecture of a firm as a [[meme]] (the cultural equivalent of a gene).  They showed that in the standard Cournot model, the consistent conjecture was the [[Evolutionarily stable strategy]] or ESS.<ref>Dixon and Somma (2003), Proposition 1 page 528, (1995) page 13.</ref>  As the authors argued "''Beliefs determine Behavior. Behavior determines payoff. From an evolutionary perspective, those types of behavior that lead to higher payoffs become more common''".  In the long-run, firms with consistent conjectures would tend to earn bigger profits and come to predominate.
 
==Mathematical Example 1: Cournot model with CVs==
 
Let there be two firms, X and Y, with outputs x and y. The market price P is given by the linear demand curve
 
<math> P = 1 - x - y</math>
 
so that the total revenue of firm X is then
 
<math> xP = x(1 - x - y) = x - x^2 - xy </math>
 
For simplicity, let us follow [[Cournot]]'s 1838 model and assume that there are no production costs, so that profits equal revenue <math> \Pi = x - x^2 - xy </math>.  
 
With conjectural variations, the first order condition for the firm becomes:
 
<math>\frac{d \Pi}{dx}=(1-2x-y)-x\frac{dy}{dx} =0</math>
 
where <math>\frac{dy}{dx} = \phi </math> is the firms conjecture about how the other firm will respond, the conjectural variation or CV term. This first order optimization condition defines the reaction function for the firm, which states, for a given CV, the optimal choice of output given the other firm's output.
 
<math>x=R(y,\phi)=\frac{1-y}{2+\phi}</math>
 
Note that the Cournot-Nash Conjecture is <math>\phi=0</math>, in which case we have the standard Cournot [[Reaction function]]. The CV term serves to shift the reaction function and most importantly later its slope. To solve for a symmetric equilibrium, where both firms have the same CV, we simply note that the reaction function will pass through the ''x=y'' line so that:
 
<math>x=\frac{1-x}{2+\phi}</math> so that in symmetric equilibrium <math>x^*=y^*=\frac{1}{3+\phi}</math> and the equilibrium price is <math>P^*=\frac{1+\phi}{3+\phi}</math>.
 
If we have the Cournot-Nash conjecture, <math>\phi=0</math>, then we have the standard Cournot equilibrium with  <math>P^*=\frac{1}{3}</math>. However, if we have the Bertrand conjecture <math>\phi=-1</math>, then we obtain the perfectly competitive outcome with price equal to marginal cost (which is zero here). If we assume the joint-profit maximizing conjecture <math>\phi=+1</math> then both firms produce half of the monopoly output and the price is the monopoly price <math>P^*=\frac{1}{2}</math>.
 
Hence the CV term <math>\phi</math> is a simple behavioral parameter which enables us to represent a whole range of possible market outcomes from the competitive to the monopoly outcome, including the standard Cournot model.
 
==Mathematical example 2: Consistency==
 
Take the previous example. Now let the cost of production take the form: cost = a.x<sup>2</sup>.  In this case, the profit function (revenue minus cost) becomes (for firm X and analogously for firm Y):
 
<math> \Pi = (x - x^2 - xy)- \frac{a.x^2}{2} </math>.
 
The first-order condition then becomes:
 
<math>\frac{d \Pi}{dx}=(1-2x-y)-x\frac{dy}{dx}-ax = 0</math>
 
which defines the reaction function for firm X as:
 
<math>x=R(y,\phi)=\frac{1-y}{2+a+\phi}</math>
 
This has slope (in output space)
 
<math>R_y= -\frac{1}{2+a+\phi}</math>
 
and analogously for firm Y which (we assume) has the same conjecture.  To see what consistency means, consider the simple Cournot conjecture <math>\phi=0</math> with constant marginal cost ''a=0''.  In this case the slope of the reaction functions is -1/2 which is "inconsistent" with the conjecture. The Bresnehan consistency condition is that the conjectured slope <math>\phi</math> equals the actual slope <math>R_y</math> which means that
 
<math>\phi= -\frac{1}{2+a+\phi}</math>
 
This is a quadratic equation which gives us the unique consistent conjecture
 
<math>\phi^*= -(1+\frac{a}{2})+\sqrt{\frac{4a+a^2}{4}} </math>
 
This is the positive root of the quadratic: the negative solution would be a conjecture more negative than -1 which would violate the second order conditions. As we can see from this example, when ''a=0'' (marginal cost is horizontal), the Bertrand conjecture is consistent <math>\phi^*= -1</math>.  As the steepness of marginal cost increases (''a'' goes up), the consistent conjecture increases.  Note that the consistent conjecture will always be less than 0 for any finite ''a''.
 
==Notes==
  {{Reflist|2}}
 
==External links==
*[http://www.oft.gov.uk/shared_oft/research/CV_Competition_Policy.pdf Conjectural variations and competition policy] Office of Fair Trading Report, 2011.
* [http://www.worldscientific.com/worldscibooks/10.1142/5453#t=aboutBook Series on Mathematical Economics & Game Theory, Volume 2: ''Theory Of Conjectural Variations''] by Charles Figuières, Alain Jean-Marie, Nicolas Quérou, Mabel Tidball.
 
{{microeconomics}}
{{game theory}}
 
[[Category:Microeconomics]]
[[Category:Economics models]]
[[Category:Game theory]]
[[Category:Competition (economics)]]
[[Category:Oligopoly]]
[[Category:Market structure and pricing]]

Latest revision as of 08:41, 17 July 2014

These fuzzies may be a small annoyance, but they can make your gym seem unkempt. Normal pedaling motion disengages the brake cane, allowing for normal pedaling. They both have some parts that are worse than another's, but it doesn't matter in general. Alison Addy is the author of many articles on subjects like mountain bike crashes and published at. When shopping for different bike accessories, parts, or whatever it is you are looking for, being a smart shopper is always in order.

However, you still have to choose the right Santa Cruz bikes for yourself. In fact, Downhill Mountain biking is the most popular form of competition biking. From free shipping on all the bikes across the US, the Road Bike Outlet makes consumers happy anywhere within 1 to 6 days. Ten miles back to the truck is a long walk when pushing 200 pounds of meat on a bike. Titanium is very light and gives you an advantage and is usually used in racing bicycles.

The steeper the angles, the more beneficial it would be for stability and high speed pedaling. The big three has a major part to play on this matter and so they should step up to be strong and mature leaders. This Cannondale Mountain Bike is a beast, plain and simple. If you have a mountain bike or a road bike, it is important that you know how to care of it properly. -Del Plomo Hot Springs: Ideal for bikes, low traffic.

Consequently, they became like villains in the eyes of the NBA fans outside Miami. Or get the type motor that senses when you are pedaling harder and switches on automatically. This article is to help you when buying a new bike. There is no shortage of videos of mountain bike crashes from around the world, with many riders with appropriate safety equipment escaping serious injury, while others were not that fortunate. The best way to narrow down your options is to determine the components that are most important to you, such as the forks, rear derailleur and wheels.

Looked like one or two other people beat me to the punch. Instability: You are much more likely to lose your balance while on a big bike. If riding on public roads in Australia, then the maximum motor wattage is 250W and the bike also then becomes speed limited. In case you loved this informative article and you want to receive more information concerning Size guaide mountain bike sizing. i implore you to visit our web-page. Calipers can be actuated with a side pull or center pull. How do you think people managed decades ago when steel was the only material frames were made of.