Transferable belief model - Revision history

en>Curdeius: Changed empty set symbol to be consistent with the literature

2014-06-25T08:48:32Z

Changed empty set symbol to be consistent with the literature

← Older revision		Revision as of 10:48, 25 June 2014
Line 1:		Line 1:
	~~[[File:Daniel KAHNEMAN.jpg\|thumb\|180px\|[[Daniel Kahneman]]]]~~		Yoshiko is her name but she doesn't like when individuals use her complete name. His day job is a cashier and his wage has been truly satisfying. Delaware is the only place I've been residing in. What he truly enjoys doing is to perform handball but he is having difficulties to find time for it.<br><br>my webpage ... [http://thelamda.com/index.php?mod=users&action=view&id=3598 thelamda.com]
	~~'''Cumulative prospect theory''' ('''CPT''~~'~~) is a model for descriptive decisions under risk which was introduced by [[Amos Tversky]] and [[Daniel Kahneman]] in 1992 (Tversky, Kahneman, 1992)~~. It is a ~~further development~~ and ~~variant of [[prospect theory]]~~. ~~The difference between this version and the original version of [[prospect theory]]~~ is ~~that weighting is applied to~~ the cumulative probability distribution function, as in [[rank-dependent expected utility]] theory but not applied to the probabilities of individual outcomes. In 2002, Daniel Kahneman received the [[Bank of Sweden Prize in Economic Sciences in Memory of Alfred Nobel]] for his contributions to [[behavioral economics]], in particular the development of Cumulative Prospect Theory (CPT).

	~~==Outline of the model==~~

	~~[[Image:Valuefun.jpg\|thumb\|A typical value function~~ in ~~Prospect Theory and Cumulative Prospect Theory~~. ~~It assigns values to possible outcomes of a lottery.]]~~
	~~[[Image:Weightingfun.jpg\|thumb\|A typical weighting function in Cumulative Prospect Theory. It transforms objective cumulative probabilities into subjective cumulative probabilities.]]~~

	The main observation of CPT (and its predecessor Prospect Theory) is that people tend to think of possible outcomes usually relative to a certain reference point (often the status quo) rather than to the final status, a phenomenon which is called [[framing (social sciences)\|framing effect]]. Moreover, they have different risk attitudes towards gains (i.e. outcomes above the reference point) and losses (i.e. outcomes below the reference point) and care generally more about potential losses than potential gains ([[loss aversion]]). Finally, people tend to ~~overweight extreme,~~ but ~~unlikely events, but underweight "average" events. The last point~~ is ~~in contrast~~ to ~~Prospect Theory which assumes that people overweight unlikely events, independently of their relative outcomes.~~

	CPT incorporates these observations in a modification of [[Expected utility hypothesis\|Expected Utility Theory]] by replacing final wealth with payoffs relative to the reference point, replacing the [[utility function]] with a value function that depends on relative payoff, and replacing cumulative probabilities with weighted cumulative probabilities.
	~~In the general case, this leads to the following formula~~ for ~~subjective utility of a risky outcome described by probability measure <math>p</math>:~~

	~~<math>U(p):=\int_{-\infty}^0 v(x)\frac{d}{dx}(w(F(x)))\,dx+\int_0^{+\infty} v(x)\frac{d}{dx}(-w(1-F(x)))\,dx,</math>~~

	~~where <math>v</math> is the value function (typical form shown in Figure 1),~~
	~~<math>w</math> is the weighting function (as sketched in Figure 2)~~
	~~and <math>F(x):=\int_{-\infty}^x\,dp</math>, i.e~~. ~~the integral of the probability measure over all values up to~~ <~~math~~>x<~~/math~~>~~, is the cumulative probability. This generalizes the original formulation by Tversky and Kahneman from finitely many distinct outcomes to infinite (i~~.e.~~, continuous) outcomes~~.

	~~==Differences from Prospect Theory==~~

	The main modification to Prospect Theory is that, as in [[rank-dependent expected utility]] theory, cumulative probabilities are transformed, rather than the probabilities itself. This leads to the aforementioned overweighting of extreme events which occur with small probability, rather than to an overweighting of all small probability events. The modification helps to avoid a violation of first order [[stochastic dominance]] and makes the generalization to arbitrary outcome distributions easier. CPT is therefore on theoretical grounds an improvement over Prospect Theory.

	~~==Applications==~~

	Cumulative prospect theory has been applied to a diverse range of situations which appear inconsistent with standard economic rationality, in particular the [[equity premium puzzle]], the [[asset allocation puzzle]], the [[status quo bias]], various gambling and betting puzzles, [~~[intertemporal consumption]] and the [[endowment effect]].~~

	~~==References==~~

	~~{{cite journal~~
	~~\| quotes =~~
	~~\| last = Tversky~~
	~~\| first = Amos~~
	~~\| authorlink =~~
	~~\| coauthors = Daniel Kahneman~~
	~~\| date =~~
	~~\| year = 1992~~
	~~\| month =~~
	~~\| title = Advances in prospect theory: Cumulative representation of uncertainty~~
	~~\| journal = Journal of Risk and Uncertainty~~
	~~\| volume = 5~~
	~~\| issue = 4~~
	~~\| pages = 297–323~~
	~~\| publisher =~~
	~~\| location =~~
	~~\| pmid =~~
	~~\| doi = 10.1007/BF00122574~~
	~~\| bibcode =~~
	~~\| oclc =~~
	~~\| id =~~
	~~\| url =~~ http://~~www.springerlink~~.com/~~content/lwr6176230786245/~~
	~~\| language~~ =
	~~\| format~~ =
	~~\| accessdate~~ =
	~~\| laysummary =~~
	~~\| laysource =~~
	~~\| laydate =~~
	~~\| quote =~~
	}}

	~~****~~
	~~****~~

	~~[[Category:Economics of uncertainty]]~~
	~~[[Category:Consumer behaviour]]~~
	~~[[Category:Marketing]]~~
	~~[[Category:Finance theories]]~~
	~~[[Category:Prospect theory]]~~
	~~[[Category:Decision theory]]~~
	~~[[Category:1992 introductions]~~]

en>Michael Hardy: /* Context */

2013-10-17T22:15:54Z

Context

← Older revision		Revision as of 00:15, 18 October 2013
Line 1:		Line 1:
	~~Hello! Allow me begin~~ by ~~saying my name - Ron Stephenson~~. ~~My occupation~~ is a ~~production~~ and distribution ~~officer~~ and ~~I'm doing pretty good financially~~. ~~What she enjoys doing~~ is ~~bottle tops collecting~~ and ~~she~~ is ~~trying~~ to ~~make it~~ a ~~profession~~. ~~Her family lives~~ in ~~Idaho~~.<br><br>~~my homepage~~ - [http://www.~~duelingkitchens~~.com~~.au~~/~~portfolio~~/~~do-it-yourself-auto-repair-tricks-and-tips~~/ ~~www.duelingkitchens.com.au~~]		[[File:Daniel KAHNEMAN.jpg\|thumb\|180px\|[[Daniel Kahneman]]]]
			'''Cumulative prospect theory''' ('''CPT''') is a model for descriptive decisions under risk which was introduced by [[Amos Tversky]] and [[Daniel Kahneman]] in 1992 (Tversky, Kahneman, 1992). It is a further development and variant of [[prospect theory]]. The difference between this version and the original version of [[prospect theory]] is that weighting is applied to the cumulative probability distribution function, as in [[rank-dependent expected utility]] theory but not applied to the probabilities of individual outcomes. In 2002, Daniel Kahneman received the [[Bank of Sweden Prize in Economic Sciences in Memory of Alfred Nobel]] for his contributions to [[behavioral economics]], in particular the development of Cumulative Prospect Theory (CPT).

			==Outline of the model==

			[[Image:Valuefun.jpg\|thumb\|A typical value function in Prospect Theory and Cumulative Prospect Theory. It assigns values to possible outcomes of a lottery.]]
			[[Image:Weightingfun.jpg\|thumb\|A typical weighting function in Cumulative Prospect Theory. It transforms objective cumulative probabilities into subjective cumulative probabilities.]]

			The main observation of CPT (and its predecessor Prospect Theory) is that people tend to think of possible outcomes usually relative to a certain reference point (often the status quo) rather than to the final status, a phenomenon which is called [[framing (social sciences)\|framing effect]]. Moreover, they have different risk attitudes towards gains (i.e. outcomes above the reference point) and losses (i.e. outcomes below the reference point) and care generally more about potential losses than potential gains ([[loss aversion]]). Finally, people tend to overweight extreme, but unlikely events, but underweight "average" events. The last point is in contrast to Prospect Theory which assumes that people overweight unlikely events, independently of their relative outcomes.

			CPT incorporates these observations in a modification of [[Expected utility hypothesis\|Expected Utility Theory]] by replacing final wealth with payoffs relative to the reference point, replacing the [[utility function]] with a value function that depends on relative payoff, and replacing cumulative probabilities with weighted cumulative probabilities.
			In the general case, this leads to the following formula for subjective utility of a risky outcome described by probability measure <math>p</math>:

			<math>U(p):=\int_{-\infty}^0 v(x)\frac{d}{dx}(w(F(x)))\,dx+\int_0^{+\infty} v(x)\frac{d}{dx}(-w(1-F(x)))\,dx,</math>

			where <math>v</math> is the value function (typical form shown in Figure 1),
			<math>w</math> is the weighting function (as sketched in Figure 2)
			and <math>F(x):=\int_{-\infty}^x\,dp</math>, i.e. the integral of the probability measure over all values up to <math>x</math>, is the cumulative probability. This generalizes the original formulation by Tversky and Kahneman from finitely many distinct outcomes to infinite (i.e., continuous) outcomes.

			==Differences from Prospect Theory==

			The main modification to Prospect Theory is that, as in [[rank-dependent expected utility]] theory, cumulative probabilities are transformed, rather than the probabilities itself. This leads to the aforementioned overweighting of extreme events which occur with small probability, rather than to an overweighting of all small probability events. The modification helps to avoid a violation of first order [[stochastic dominance]] and makes the generalization to arbitrary outcome distributions easier. CPT is therefore on theoretical grounds an improvement over Prospect Theory.

			==Applications==

			Cumulative prospect theory has been applied to a diverse range of situations which appear inconsistent with standard economic rationality, in particular the [[equity premium puzzle]], the [[asset allocation puzzle]], the [[status quo bias]], various gambling and betting puzzles, [[intertemporal consumption]] and the [[endowment effect]].

			==References==

			{{cite journal
			\| quotes =
			\| last = Tversky
			\| first = Amos
			\| authorlink =
			\| coauthors = Daniel Kahneman
			\| date =
			\| year = 1992
			\| month =
			\| title = Advances in prospect theory: Cumulative representation of uncertainty
			\| journal = Journal of Risk and Uncertainty
			\| volume = 5
			\| issue = 4
			\| pages = 297–323
			\| publisher =
			\| location =
			\| pmid =
			\| doi = 10.1007/BF00122574
			\| bibcode =
			\| oclc =
			\| id =
			\| url = http://www.springerlink.com/content/lwr6176230786245/
			\| language =
			\| format =
			\| accessdate =
			\| laysummary =
			\| laysource =
			\| laydate =
			\| quote =
			}}

			****
			****

			[[Category:Economics of uncertainty]]
			[[Category:Consumer behaviour]]
			[[Category:Marketing]]
			[[Category:Finance theories]]
			[[Category:Prospect theory]]
			[[Category:Decision theory]]
			[[Category:1992 introductions]]

en>Melcombe: /* Context */ wikilink, typos

2010-09-27T14:30:45Z

Context: wikilink, typos

New page

Hello! Allow me begin by saying my name - Ron Stephenson. My occupation is a production and distribution officer and I'm doing pretty good financially. What she enjoys doing is bottle tops collecting and she is trying to make it a profession. Her family lives in Idaho.<br><br>my homepage - [http://www.duelingkitchens.com.au/portfolio/do-it-yourself-auto-repair-tricks-and-tips/ www.duelingkitchens.com.au]

← Older revision		Revision as of 10:48, 25 June 2014
Line 1:		Line 1:
	~~[[File:Daniel KAHNEMAN.jpg\|thumb\|180px\|[[Daniel Kahneman]]]]~~		Yoshiko is her name but she doesn't like when individuals use her complete name. His day job is a cashier and his wage has been truly satisfying. Delaware is the only place I've been residing in. What he truly enjoys doing is to perform handball but he is having difficulties to find time for it.<br><br>my webpage ... [http://thelamda.com/index.php?mod=users&action=view&id=3598 thelamda.com]
	~~'''Cumulative prospect theory''' ('''CPT''~~'~~) is a model for descriptive decisions under risk which was introduced by [[Amos Tversky]] and [[Daniel Kahneman]] in 1992 (Tversky, Kahneman, 1992)~~. It is a ~~further development~~ and ~~variant of [[prospect theory]]~~. ~~The difference between this version and the original version of [[prospect theory]]~~ is ~~that weighting is applied to~~ the cumulative probability distribution function, as in [[rank-dependent expected utility]] theory but not applied to the probabilities of individual outcomes. In 2002, Daniel Kahneman received the [[Bank of Sweden Prize in Economic Sciences in Memory of Alfred Nobel]] for his contributions to [[behavioral economics]], in particular the development of Cumulative Prospect Theory (CPT).

	~~==Outline of the model==~~

	~~[[Image:Valuefun.jpg\|thumb\|A typical value function~~ in ~~Prospect Theory and Cumulative Prospect Theory~~. ~~It assigns values to possible outcomes of a lottery.]]~~
	~~[[Image:Weightingfun.jpg\|thumb\|A typical weighting function in Cumulative Prospect Theory. It transforms objective cumulative probabilities into subjective cumulative probabilities.]]~~

	The main observation of CPT (and its predecessor Prospect Theory) is that people tend to think of possible outcomes usually relative to a certain reference point (often the status quo) rather than to the final status, a phenomenon which is called [[framing (social sciences)\|framing effect]]. Moreover, they have different risk attitudes towards gains (i.e. outcomes above the reference point) and losses (i.e. outcomes below the reference point) and care generally more about potential losses than potential gains ([[loss aversion]]). Finally, people tend to ~~overweight extreme,~~ but ~~unlikely events, but underweight "average" events. The last point~~ is ~~in contrast~~ to ~~Prospect Theory which assumes that people overweight unlikely events, independently of their relative outcomes.~~

	CPT incorporates these observations in a modification of [[Expected utility hypothesis\|Expected Utility Theory]] by replacing final wealth with payoffs relative to the reference point, replacing the [[utility function]] with a value function that depends on relative payoff, and replacing cumulative probabilities with weighted cumulative probabilities.
	~~In the general case, this leads to the following formula~~ for ~~subjective utility of a risky outcome described by probability measure <math>p</math>:~~

	~~<math>U(p):=\int_{-\infty}^0 v(x)\frac{d}{dx}(w(F(x)))\,dx+\int_0^{+\infty} v(x)\frac{d}{dx}(-w(1-F(x)))\,dx,</math>~~

	~~where <math>v</math> is the value function (typical form shown in Figure 1),~~
	~~<math>w</math> is the weighting function (as sketched in Figure 2)~~
	~~and <math>F(x):=\int_{-\infty}^x\,dp</math>, i.e~~. ~~the integral of the probability measure over all values up to~~ <~~math~~>x<~~/math~~>~~, is the cumulative probability. This generalizes the original formulation by Tversky and Kahneman from finitely many distinct outcomes to infinite (i~~.e.~~, continuous) outcomes~~.

	~~==Differences from Prospect Theory==~~

	The main modification to Prospect Theory is that, as in [[rank-dependent expected utility]] theory, cumulative probabilities are transformed, rather than the probabilities itself. This leads to the aforementioned overweighting of extreme events which occur with small probability, rather than to an overweighting of all small probability events. The modification helps to avoid a violation of first order [[stochastic dominance]] and makes the generalization to arbitrary outcome distributions easier. CPT is therefore on theoretical grounds an improvement over Prospect Theory.

	~~==Applications==~~

	Cumulative prospect theory has been applied to a diverse range of situations which appear inconsistent with standard economic rationality, in particular the [[equity premium puzzle]], the [[asset allocation puzzle]], the [[status quo bias]], various gambling and betting puzzles, [~~[intertemporal consumption]] and the [[endowment effect]].~~

	~~==References==~~

	~~{{cite journal~~
	~~\| quotes =~~
	~~\| last = Tversky~~
	~~\| first = Amos~~
	~~\| authorlink =~~
	~~\| coauthors = Daniel Kahneman~~
	~~\| date =~~
	~~\| year = 1992~~
	~~\| month =~~
	~~\| title = Advances in prospect theory: Cumulative representation of uncertainty~~
	~~\| journal = Journal of Risk and Uncertainty~~
	~~\| volume = 5~~
	~~\| issue = 4~~
	~~\| pages = 297–323~~
	~~\| publisher =~~
	~~\| location =~~
	~~\| pmid =~~
	~~\| doi = 10.1007/BF00122574~~
	~~\| bibcode =~~
	~~\| oclc =~~
	~~\| id =~~
	~~\| url =~~ http://~~www.springerlink~~.com/~~content/lwr6176230786245/~~
	~~\| language~~ =
	~~\| format~~ =
	~~\| accessdate~~ =
	~~\| laysummary =~~
	~~\| laysource =~~
	~~\| laydate =~~
	~~\| quote =~~
	}}

	~~****~~
	~~****~~

	~~[[Category:Economics of uncertainty]]~~
	~~[[Category:Consumer behaviour]]~~
	~~[[Category:Marketing]]~~
	~~[[Category:Finance theories]]~~
	~~[[Category:Prospect theory]]~~
	~~[[Category:Decision theory]]~~
	~~[[Category:1992 introductions]~~]