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显示标签为“Behaviour Finance”的博文。显示所有博文

星期三, 六月 17, 2009

Bias: Framing

Bias: Framing

Quick Definition:(Via Wikipedia & Behavioral Finance Net)

“The term frame dependence means that the way people behave depends on the way that their decision problems are framed.”
Shefrin (2000)

Framing biases affecting investing, lending, borrowing decisions make one of the themes of behavioral finance. Preference reversals and other associated phenomena are of wider relevance within behavioural economics, as they contradict the predictions of rational choice, the basis of traditional economics.

Extended Definition: (Via Behavioral Finance. Net)

“Empirical studies show that decisions deviate from the predictions of expected utility theory and violate their axiomatic foundations. Hence, many generalizations to non-expected utility theory have been developped. But empirically they did not provide an improvement over the standard approach. In this paper random errors are integrated in an expected utility framework. Such errors occur when agents have limited information processing capacities. A performance criterion is provided to measure the expected success of behavioral strategies. A special class of robust decision rules and its properties are analyzed. It is argued that in case of bounded rationality the evolution will select heuristics from an open class of decision rules due to performance differences.”
Pasche

Additional Papers & Research On The Framing (Bias):

The Framing of Decisions and the Psychology of Choice - By Tversky, Amos; Kahneman, Daniel
On the Limits of Framing Effects: Who Can Frame? - Via Druckmann
Effects of Framing on Evaluation of Comparable and Noncomparable Alternatives by Expert and Novice Consumers - Via
James R. Bettmanand & Mita Sujan
Rational choice and the framing of decision. Journal of Business. - TVERSKY, A. and D. KAHNEMAN, 1986

星期二, 六月 16, 2009

Bias/ Heuristic: Representative Heuristic

Bias/ Heuristic: Representative Heuristic

Quick Definition (via Behavioral Finance Net)

When people are asked to judge the probability that an object or event A belongs to class or process B, probabilities are evaluated by the degree to which A is representative of B, that is, by the degree to which A resembles B.

Extended Definition:

“The best explanation to date of the misperception of random sequences is offered by psychologists Daniel Kahneman and Amos Tversky, who attribute it to people’s tendency to be overly inflenced by judgments of “representativeness.”8 Representativeness can be thought of as the reflexive tendency to assess the similarity of outcomes, instances, and categories on relatively salient and even superficial features, and then to use these assessments of similarity as a basis of judgment. People assume that “like goes with like”: Things that go together should look as though they go together. We expect instances to look like the categories of which they are members; thus, we expect someone who is a librarian to resemble the prototypical librarian. We expect effects to look like their causes; thus we are more likely to attribute a case of heartburn to spicy rather than bland food, and we are more inclined to see jagged handwriting as a sign of a tense rather than a relaxed personality.”
Gilovich (1991), page 18

Classic Examples/Studies (Via Wikipedia):

1. Taxi Cab Problem (Kahneman & Tversky)

“A cab was involved in a hit and run accident at night. Two cab companies, the Green and the Blue, operate in the city. 85% of the cabs in the city are Green and 15% are Blue. A witness identified the cab as Blue. The court tested the reliability of the witness under the same circumstances that existed on the night of the accident and concluded that the witness correctly identified each one of the two colors 80% of the time and failed 20% of the time. What is the probability that the cab involved in the accident was Blue rather than Green knowing that this witness identified it as Blue?”

2. Tom W Case

“Tom W. is of high intelligence, although lacking in true creativity. He has a need for order and clarity, and for neat and tidy systems in which every detail finds its appropriate place. His writing is rather dull and mechanical, occasionally enlivened by somewhat corny puns and by flashes of imagination of the sci-fi type. He has a strong drive for competence. He seems to feel little sympathy for other people and does not enjoy interacting with others. Self-centered, he nonetheless has a deep moral sense.”

Additional Papers & Research On Representative Heuristic

Representative Heuristic Via Changing Minds

Testing bayes rule and the representativeness heuristic: Some experimental evidence - Via Ideas Repec

Representative Heuristic Extended Bibliography - Via Behvioral Finance

星期日, 六月 14, 2009

Bias: Overconfidence


Definition:

“People are overconfident. Psychologists have determined that overconfidence causes people to overestimate their knowledge, underestimate risks, and exaggerate their ability to control events. Does overconfidence occur in investment decision making? Security selection is a difficult task. It is precisely this type of task at which people exhibit the greatest overconfidence.”
Nofsinger (2001)

Relevant Quotes (Via Behavioral Finance Net):

“To understand speculative bubbles, positive or negative, we must appreciate that overconfidence in one’s own intuitive judgments plays a fundamental role.”

“There are two main implications of investor overconfidence. The first is that investors take bad bets because they fail to realize that they are at an informational disadvantage. The second is that they trade more frequently than is prudent, which leads to excessive trading volume.”

“Psychological studies show that most people are overconfident about their own relative abilities, and unreasonably optimistic about their futures (e.g. Neil D. Weinstein, 1980; Shelly E. Taylor and J. D. Brown, 1988). When assessing their position in a distribution of peers on almost any positive trait—like driving ability (Ola Svenson, 1981), income prospects, or longevity—a vast.

“No problem in judgment and decision making is more prevalent and more potentially catastrophic than overconfidence”.
Plous (1993)

Additional Papers On Overconfidence

1. Trading performance, disposition effect, overconfidence, representativeness bias, and experience of emerging market investors

2. “I think I can, I think I can”: Overconfidence and entrepreneurial behavior

3. Boys Will be Boys: Gender, Overconfidence, and Common Stock Investment

4. Overconfidence and Speculative Bubbles

5. OVERCONFIDENCE IN CASE-STUDY JUDGMENTS.

6. Overconfidence, Arbitrage, and Equilibrium Asset Pricing

星期四, 六月 11, 2009

Control Yourself

Control Yourself

How psychological biases can make a mess of our financial decisions. Especially these days.

If you’ve watched your 401(k) lose 40% of its value, seen the U.S. banking industry crumble or simply read the headlines, it could be a challenge not to respond out of angst. After all, it’s only human to react emotionally to the news—especially when your money is on the line.

But when emotions become the overriding reason for making investment decisions, you could end up losing more money in the long run.

“One could try to explain all the events of the last several months with models and ratios, but it’s become more and more difficult to do so,” says Richard Thaler, professor of behavioral science and economics at the Booth School of Business at the University of Chicago.

The field of behavioral finance seeks to explain the set of psychological biases that affect people’s investment decisions. If you couldn’t bring yourself to sell a loser stock, or if you have picked investments because they felt “safe,” there’s a good chance you’re managing your money with your heart and not your head. Since our biases are aggravated when our brains feel overly excited or afraid—like when the Dow drops 1,000 points—you might find yourself making investment moves that you’ve never considered before, or feeling particularly panicky about your money.

Jungle Instincts

For hundreds of thousands of years, a human being’s survival depended on his or her ability to analyze a situation based on limited information and then make quick emotion-based decisions such as fighting, hiding or running away. “What was a great trait for surviving and thriving in the jungle doesn’t work so well in the stock market,” says Brad Klontz, a Kapaa, Hawaii-based financial psychologist.

So what are these emotion-based behaviors that hurt our investing performance?

One of the more common examples is a so-called “anchoring” bias. Everyone develops attachments that can be irrational sometimes, whether to a house, a car, even a person. People can also get overly attached to a particular investment, believing it will reach—or return to—a certain price. Or they may place too much importance on one piece of information when making an investment decision. These are examples of anchoring bias, which causes the investor to hold on to the asset for longer than they should.

Most investors know there are turning points in the fortunes of markets and companies, even if they don’t recognize the moment every time. But those with a “recency bias” assume events or patterns of the past will continue into the future. Recent memories of loss or prosperity are the guiding force for this type of investor’s investment decisions.

In 2005, Kirk Kinder, a Bel Air, Md., financial planner, met with potential clients who wanted him to create a plan for them that began by assuming an estimated 11% annual appreciation rate on their beachfront condo in St. Petersburg, Fla. The couple figured that was a conservative estimate as the property value had grown more than 20% over the past couple of years. Mr. Kinder told them he wanted to use a 3% growth rate at most, given his knowledge of real-estate appreciation. Mr. Kinder says the couple, who had little in the way of investments, insisted that he model the 11% growth rate, and didn’t hire him as an adviser when he wouldn’t.

He says the value of the property, which was estimated at about $510,000 four years ago, is probably down at least 20% from that point.

‘Loss Aversion’

Another type of bias can cause an investor to ignore realities and do nothing.

“I can’t sell now. Look how much I have lost!” is what Eric Toya, a Redondo Beach, Calif., financial adviser, heard recently from a client in her mid-30s. Mr. Toya’s client was reluctant to realize her losses on a large-cap stock she owned which he had strongly advised her to sell before it did more damage to her portfolio.

This “loss aversion” bias has become more common due to the market turmoil, behavioral-finance experts say. Because losses hurt so much, investors tell themselves it’s not a loss until they sell. “She was hoping inaction would eventually make the losses go away. It didn’t work,” says Mr. Toya. He says the client ended up seeing that stock investment continue to drop, despite his repeated suggestions to sell.

That same client also has what behavioral-finance experts refer to as the “endowment effect” in which an investor takes comfort in the familiar. She felt her holdings in some big U.S. companies were better than other stocks or investment sectors that she didn’t want to own. When investors have an endowment-effect bias, they assign a greater value to what they own than to what they don’t own, whether that value is warranted or not.

Investors with an “overconfidence” bias often trade too much and manage their portfolio on a stock-by-stock basis—while assuming they can beat the market, which the University of Chicago’s Mr. Thaler says probably won’t happen.

Deborah Hoskins, a Colorado Springs, Colo., financial adviser, has a 66-year-old, recently laid-off client who insists on keeping 85% of his portfolio in equities, despite her many recommendations to the contrary. She says the client may soon be facing a cash-flow problem but refuses to talk about adjusting his allocation as he is certain he has clearer insight into the market than Ms. Hoskins or many of his former advisers.

Mr. Thaler recommends a little test for the presence of an overconfidence bias. “Write down 10 traits [such as ‘investment skill’ or ‘ability to make good stock picks’], then ask yourself how you rate compared to your co-workers. If you rate yourself above average on all of them, plead guilty,” he says.

Observers agree it can be difficult for people to recognize the different types of biases in themselves, and even more difficult to overcome them.

“I don’t think these biases are easily remedied, even by a psychotherapist,” says Ronald Wilcox, a professor at the University of Virginia Darden School of Business. However, while many of these biases exist for a good evolutionary reason, he says, investors and financial advisers can work to lessen some of their effects.

Take Some Advice

Joel Fortney, an analyst at Des Moines-based Principal Global Investors, recommends individual investors take a cue from professional investors who use very specific criteria to choose investments—such as selecting companies with solid balance sheets that pay dividends. Mr. Fortney says setting guidelines and sticking to them helps alleviate some of the emotions that can cloud investors’ decision-making process.

“Be disciplined and focused on tested methods,” he says.

Nicholas Yrizarry, a Reston, Va., financial adviser, suggests investors put greater emphasis on other areas of their life—such as their families and good health, to put things in perspective and lessen anxiety. Stepping away from the situation before you make a quick investment decision also can help, he says. “It’s impossible to see yourself when you’re the movie,” says Mr. Yrizarry.

--Ms. Dagher is a staff reporter for Dow Jones Newswires in Jersey City, N.J. She can be reached at veronica.dagher@dowjones.com.

星期二, 五月 19, 2009

Two interesting behaviour finance videos..

Two interesting behaviour finance videos..