Comments, observations and thoughts from two bloggers on applied statistics, higher education and epidemiology. Joseph is an associate professor. Mark is a professional statistician and former math teacher.
Wednesday, October 26, 2011
A Luddite Portfolio
Radio was supposed to kill newspapers, as were newsreels, slick magazines, television, and the internet. There was even a short-lived attempt to replace newspapers with fax machines. If we start from the Fessenden broadcast, the industry has been dying for ninety-five years and in that time any number of fortunes have been made publishing the damned things.
One of the memes we've heard ad nauseam in coverage of the Netflix story is that in order to survive, a company has to rush forward and grasp the future and divest itself of any vestiges of the out-of-date. This concept of CEO as bold futurist has great appeal, both for businessmen and business writers, but does always jumping on the latest technological bandwagon really work as an investment strategy?
Certainly, investing in cutting edge technologies can yield great returns (so can a winning lottery ticket), but it is by no means a sure bet. There are plenty of examples of innovative technologies that never went that far (the Teletouch transmission and the 8-track come to mind). There are also cases of old technologies that seem destined for obsolescence only to reinvent themselves (how many people in 1950 thought radio would remain viable a half century into the television age?) or that manage to survive as a niche product (did you know that you can still buy vinyl records at Target?).
A very good argument could be made that business writers get overly excited about the next big thing and since buzz can certainly pump up stock prices, there could very well be an undeserved premium on stocks associated with up and coming technologies. That would mean that the Luddite, by avoiding those overpriced stocks, could well have an advantage.
At the very least he would probably have unloaded Netflix when the CEO started talking about moving past DVDs, rather than waiting for the company to start to implode.
Tragic alignment
This NPR report about how the foster care system in South Dakota treats Native American families is an exceptionally powerful piece of journalism. It illustrates how bad things can get when the wrong forces align: poorly designed incentives, the corrupting power of money (in a fairly mild form), racism and class bigotry (also, I suspect, fairly mild), and the obliviousness of most journalists and other watchdogs to what goes in most of the country. This is not a story of bad people; that's what make it so tragic.
If you have a few minutes, follow the link and listen to the account. And while you're there, why don't you send a few bucks to NPR, journalists who actually do care about what happens to people the rest of the media overlook.
If you have a few minutes, follow the link and listen to the account. And while you're there, why don't you send a few bucks to NPR, journalists who actually do care about what happens to people the rest of the media overlook.
Tuesday, October 25, 2011
Interesting Trading Idea
The reformed broker has a great post on ten things not to do as an individual investor. Here is one that I think is worth keeping in mind in a more general sense:
You see this tendency in a lot of fields. It is psychologically fulfilling to see oneself as the loner, who can see the truth that the rest of the herd so blindly overlooks. Unfortunately, there can be a very good reason that the herd is stampeding away from the vicious lion!
I've personally watched people lose money with the notion of mean-reversion (do we still think that AOL will revert back to its tech bubble peak?). I think we see the same phenomenon in academic research programs. It seems so cool to find this interesting and counter-intuitive finding that nobody else has seen. Because they are idiots. Or, perhaps (just perhaps), because I've managed to overlook something crucial to the whole process.
So if the finding seems to explain a complex phenomenon in a simple way . . . beware. There might be a reason that the herd is off chasing the complex solution and ignoring the counter-intuitive position.
"The market is all betting one way so of course I'm betting the other way." This works very well at major turning points, which are very rare. In truth, the herd usually outsmarts the remnant and you're much better off being an ordinary zebra in the middle of the pack than straying off on your own into a deep ravine where predators lurk. If there is a turning point you see coming and you want to exploit it, fine - just don't bet your life on it and deploy all your capital at once. Also, keep in mind that not everything mean-reverts, some things simply trend - some investments will simply never come back to where you wish to buy or sell them regardless of historic price points that might make sense to you. And being contrarian just for the sake of being different is not the same as being contrarian because you see something that others don't.
You see this tendency in a lot of fields. It is psychologically fulfilling to see oneself as the loner, who can see the truth that the rest of the herd so blindly overlooks. Unfortunately, there can be a very good reason that the herd is stampeding away from the vicious lion!
I've personally watched people lose money with the notion of mean-reversion (do we still think that AOL will revert back to its tech bubble peak?). I think we see the same phenomenon in academic research programs. It seems so cool to find this interesting and counter-intuitive finding that nobody else has seen. Because they are idiots. Or, perhaps (just perhaps), because I've managed to overlook something crucial to the whole process.
So if the finding seems to explain a complex phenomenon in a simple way . . . beware. There might be a reason that the herd is off chasing the complex solution and ignoring the counter-intuitive position.
Monday, October 24, 2011
A tweet from Matt Yglesias
Seriously amazing how much better digital over the air looks than "HD" cable with compression.
Isn't this the same argument Mark has been trying to make about Broadcast Cable?
UPDATE: See more here
The secret of (unintentional) comedy is timing
I don't know much about academic publishing so I'm probably missing some of the subtleties here but this certainly seems to be a situation I would have played differently. It's late 2008 and you're putting the finishing touches on a paper asking how so many American economists could have failed to see what a great idea the Euro was. Given the events outside your window, don't you think you would have dragged your feet a bit on the submission, or at least hedged your wording a bit?
Apparently these guys didn't. (via Krugman)
Apparently these guys didn't. (via Krugman)
Saturday, October 22, 2011
I could not disagree more
One of the things that makes cities tolerable is public land (as private parties cannot possibly own enough land for this effect) where there is green space to visit. Even if it is not always in use, the availability is of great psychological value. But this line of thinking could result in many fewer parks:
The reason we have to provide public parks is that developers can maximize profits by not including them. But if every developer omits including a park, you end up with no place for children to ever play. I worry that this is looking at a very small problem and risking creating a large one by trying to solve it.
That’s not to say we should pave all the parks. But we should be thinking of something to actually do with them. Cities are full of people, and most of the country doesn’t have Southern California weather. There’s limited practical demand for just sitting around outside.
The reason we have to provide public parks is that developers can maximize profits by not including them. But if every developer omits including a park, you end up with no place for children to ever play. I worry that this is looking at a very small problem and risking creating a large one by trying to solve it.
Friday, October 21, 2011
Great catch from Jared Bernstein -- four years of your life for a lousy, stinking 0.1% a year
Bernstein has been doing exceptional work lately. Here he points out a genuinely shocking statistic:
I'd start by scrapping the idea that we should make education accessible through subsidized and (God help us) nondischargeable loans. The current system of easy credit distorts the market in any number of truly ugly ways and takes undue advantage of the vulnerable and inexperienced. If we really want to we can find a better way to make college affordable.
Second point: again, Steve’s not at all alone in advocating for a more highly educated workforce, but he blows by an amazingly sobering statistic:I'd actually take this further. That 3.4% difference came with four years of lost wages and job advancement and, in many (most?) cases, serious debt. There seems to be a consensus that the country needs educated, tech-literate workers, but if we are serious about this, we need to do something about a system where getting a degree may actually be a losing proposition.Achieving higher wages also requires a greater commitment to education; wages for those with college degrees rose 1.4 percent between 2000 and 2010, after inflation.That’s not 1.4% per year—it’s 1.4% over 10 years! 0.1% per year…OMG—that’s the big freakin’ payoff!!
Now, there’s no question that college grads did better than high school grads, whose real wages fell by 2% over these years (see the data table below). And no question that we’re better off with a more skilled workforce. But a 1.4% median wage gain over 10 years for college grads is not part of the solution…it’s part of the problem.
I'd start by scrapping the idea that we should make education accessible through subsidized and (God help us) nondischargeable loans. The current system of easy credit distorts the market in any number of truly ugly ways and takes undue advantage of the vulnerable and inexperienced. If we really want to we can find a better way to make college affordable.
Occasionally I feel a little down...
Some mornings I don't feel like getting out of bed.
There are times when I don't feel like being around people.
Sometimes I feel sad.
For years I simply thought I was displaying a normal range of emotions. I certainly never thought that this required medication. Until recently I assumed anti-depressants were for the moderately to severely depressed, people who suffered from conditions that profoundly affected the quality of their lives and their ability to function, conditions that could even be life threatening.
But I've been watching some short educational programming from the drug companies (it's amazing how much information they can pack into thirty seconds) and apparently feeling down is real warning sign, serious enough to consider taking powerful and expensive psycho-active drugs with some potentially nasty side-effects including loss of sex drive and (this is the one that always makes me chuckle) thoughts of suicide. I've even seen short educational programs that recommend supplementing your antidepressant with yet another pill.
If you scroll way down, you'll see that Joseph has questioned whether one out of ten Americans really need to be taking these drugs, but you know those epidemiologists -- just a bunch of professional worriers.
There are times when I don't feel like being around people.
Sometimes I feel sad.
For years I simply thought I was displaying a normal range of emotions. I certainly never thought that this required medication. Until recently I assumed anti-depressants were for the moderately to severely depressed, people who suffered from conditions that profoundly affected the quality of their lives and their ability to function, conditions that could even be life threatening.
But I've been watching some short educational programming from the drug companies (it's amazing how much information they can pack into thirty seconds) and apparently feeling down is real warning sign, serious enough to consider taking powerful and expensive psycho-active drugs with some potentially nasty side-effects including loss of sex drive and (this is the one that always makes me chuckle) thoughts of suicide. I've even seen short educational programs that recommend supplementing your antidepressant with yet another pill.
If you scroll way down, you'll see that Joseph has questioned whether one out of ten Americans really need to be taking these drugs, but you know those epidemiologists -- just a bunch of professional worriers.
Thursday, October 20, 2011
Possibly the best graph of the year
I think Jared Bernstein is trying to tell us something.
In terms of column inches, this can really help a blogger's productivity.
In terms of column inches, this can really help a blogger's productivity.
Antidepressants
It seems like this drug class is getting more popular, with 10% of Americans taking these medications. So I go to Pub Med and notice:
I take a look at the number needed to harm (see: Arroll B, Elley CR, Fishman T, Goodyear-Smith FA, Kenealy T, Blashki G, Kerse N, Macgillivray S. Antidepressants versus placebo for depression in primary care. Cochrane Database Syst Rev. 2009 Jul 8;(3):CD007954.) and quickly conclude that either 10% of Americans are depressed (which is a silent and important epidemic) or else there are a lot people having unexpected adverse drug effects due to overtreatment.
I do know that my work in population cohorts suggests that 10% of people having clinically significant levels of depressive symptoms is a very high estimate.
I take a look at the number needed to harm (see: Arroll B, Elley CR, Fishman T, Goodyear-Smith FA, Kenealy T, Blashki G, Kerse N, Macgillivray S. Antidepressants versus placebo for depression in primary care. Cochrane Database Syst Rev. 2009 Jul 8;(3):CD007954.) and quickly conclude that either 10% of Americans are depressed (which is a silent and important epidemic) or else there are a lot people having unexpected adverse drug effects due to overtreatment.
I do know that my work in population cohorts suggests that 10% of people having clinically significant levels of depressive symptoms is a very high estimate.
Tuesday, October 18, 2011
Ms Goldstein on Tenure
I think that Dana Goldstein has a really good view on tenure:
I see this issue as being very similar to online education. My department has a very strong online graduate program. Contrary to all predictions, moving education to an online environment takes a lot of work and isn't as effective at improving productivity as one might imagine. It's possible to do a high quality online program, but it sure isn't inexpensive or easy.
In the same sense, the idea of removing tenure and leaving effective (albeit different) schools has a lot of the same properties. By increasing teacher empowerment, involving teachers in decisions, and increasing compensation you can develop a workable model. After all, tenure is a job perk and it can be replaced by other job perks like employee autonomy and empowerment.
But what the removal of tenure isn't is a cheap way to reduce teacher salaries while holding quality constant. I am agnostic as to the existence of tenure in a workplace. It is a nice perk but it brings downsides as well. What I find more alarming is the effort to remove tenure and replace it with . . . nothing. Or, even worse, replacing nuanced teacher review with test scores (and then removing tenure).
I admit to being very sympathetic to empowered workplaces. My natural work environment is likely the Left Coast and reading about the corporate culture of Silicon Valley convinced me that I'd do better there than in Boston. But these environments are not a cheap and easy substitution for conventional models. They are hard to develop and really require that the employees be either mobile or empowered.
Is that a goal reformers really want to work towards?
Indeed, the Green Dot model calls for teams of teachers to be actively involved in hiring their peers; this is a highly-vetted workforce operating in an environment that emphasizes collegiality and professionalism. Without such healthy school envirnments, unions and teachers will have a hard time giving up the tenure protections they've won because of a very real history of adminstrative overreach.
I see this issue as being very similar to online education. My department has a very strong online graduate program. Contrary to all predictions, moving education to an online environment takes a lot of work and isn't as effective at improving productivity as one might imagine. It's possible to do a high quality online program, but it sure isn't inexpensive or easy.
In the same sense, the idea of removing tenure and leaving effective (albeit different) schools has a lot of the same properties. By increasing teacher empowerment, involving teachers in decisions, and increasing compensation you can develop a workable model. After all, tenure is a job perk and it can be replaced by other job perks like employee autonomy and empowerment.
But what the removal of tenure isn't is a cheap way to reduce teacher salaries while holding quality constant. I am agnostic as to the existence of tenure in a workplace. It is a nice perk but it brings downsides as well. What I find more alarming is the effort to remove tenure and replace it with . . . nothing. Or, even worse, replacing nuanced teacher review with test scores (and then removing tenure).
I admit to being very sympathetic to empowered workplaces. My natural work environment is likely the Left Coast and reading about the corporate culture of Silicon Valley convinced me that I'd do better there than in Boston. But these environments are not a cheap and easy substitution for conventional models. They are hard to develop and really require that the employees be either mobile or empowered.
Is that a goal reformers really want to work towards?
Monday, October 17, 2011
"Don't like my tax plan? Dial 1-800-EAT-USED-FOOD"
It was an unfortunate juxtaposition but one the Cain campaign really should have seen coming. In case you haven't heard, Herman Cain's tax plan includes a sales tax on everything but used goods. During a report I heard today, an economist pointed out how regressive the plan was, in part, he said, because poor people spend a disproportionate part of their income on food (which is taxed under the plan). The report then had Cain challenging the complaints about his plan hitting the poor the hardest by saying they could change their behavior and buy more used things.
Insert Godfather's Pizza joke here.
Insert Godfather's Pizza joke here.
Some more thoughts on MeTV
This time posted at MippyvilleTV and focused on the venerable Svengoolie.
Unemployment
Mark Thoma is strident:
I think that it is worth keeping in mind how dynamic the world is. There was a time, during the Clinton administration, where the willingness to work was enough to ensure employment in much of America. But the current unemployment rate suggests that many people who would like to work can't.
I really don't understand the disconnect here. Large enterprises need to be helped out by the government? Isn't that industrial policy?
From a health care point of view, unemployment is associated with all sorts of medical ills in the United States. Medical services are so expensive that unemployed people may neglect basic preventative care and end up in the (much more expensive) emergency room. Plus, it is likely that unemployment itself (a source of chronic stress and deprivation) may also have negative health impacts.
I really wonder when we will face up to this as a joint problem!
The use of the term "slackers" is telling. You see, there's plenty of work for the industrious, our unemployment problem is due to laziness. There are plenty of jobs -- pay no attention to the fact that the number of unemployed is far, far greater than the number of jobs -- people don't really want to work. It has nothing to do with the crash of Wall Street destroying the economy, and the bounce back and present good fortune on Wall Street has nothing to do with the government bailing them out -- it was their hard work that fixed the problems.
I think that it is worth keeping in mind how dynamic the world is. There was a time, during the Clinton administration, where the willingness to work was enough to ensure employment in much of America. But the current unemployment rate suggests that many people who would like to work can't.
I really don't understand the disconnect here. Large enterprises need to be helped out by the government? Isn't that industrial policy?
From a health care point of view, unemployment is associated with all sorts of medical ills in the United States. Medical services are so expensive that unemployed people may neglect basic preventative care and end up in the (much more expensive) emergency room. Plus, it is likely that unemployment itself (a source of chronic stress and deprivation) may also have negative health impacts.
I really wonder when we will face up to this as a joint problem!
Sunday, October 16, 2011
More banking thoughts
Reading Mark's last post brought to mind this New York Times article on how sticky bank accounts have become:
Ironically, I actually see that these services are a point in favor of the banking industry. If these services are entered into voluntarily and make banking much more pleasant (which I can definitely confirm) then it is not a surprise that it is hard to move banks. Heck, I think it might have been harder back in the old days when you had to show up at a teller during banking hours.
Instead, we are seeing the banks seek out the point at which cost and convenience meet. Honestly, given the costs of handling cash, I think that they are nuts not to try and encourage electronic payments. After all, one option that Bank of America customers have is to start using cash for purchases and stop using debit cards.
My major barrier to the use of cash is the silly idea that we have to add sales tax to the posted price, making it impossible to calculate the amount due at the register (as the sales tax may vary by product, especially in a grocery store). If posted prices were the actual amount spent, I would be the master of exact change!
What they haven’t mentioned are marketing studies like the one commissioned by Fiserv, which develops online bill paying systems, showing that using the Internet to pay bills, do automatic deductions and send electronic checks reduced customer turnover for banks by up to 95 percent in some cases.
With 44 million households having used the Internet to pay a bill in the past 30 days — up from 32 million five years ago and projected to reach 55 million by 2016 — it’s a shift that has major ramifications for competition.
There’s even evidence that fewer consumers are switching banks, with 7 percent of them estimated to be moving their primary account to a different institution in 2011, down from 12 percent last year, according to surveys by Javelin Strategy and Research.
Emmett Higdon, a consultant who managed Citibank’s online bill payment product from 2004 to 2007, said that “for the consumer, it’s a double-edged sword.” While customers value the convenience, inside the industry “it was known that it would be a powerful retention tool. That’s why online bill paying went free in the first place. Inertia is powerful in the banking industry.”
Ironically, I actually see that these services are a point in favor of the banking industry. If these services are entered into voluntarily and make banking much more pleasant (which I can definitely confirm) then it is not a surprise that it is hard to move banks. Heck, I think it might have been harder back in the old days when you had to show up at a teller during banking hours.
Instead, we are seeing the banks seek out the point at which cost and convenience meet. Honestly, given the costs of handling cash, I think that they are nuts not to try and encourage electronic payments. After all, one option that Bank of America customers have is to start using cash for purchases and stop using debit cards.
My major barrier to the use of cash is the silly idea that we have to add sales tax to the posted price, making it impossible to calculate the amount due at the register (as the sales tax may vary by product, especially in a grocery store). If posted prices were the actual amount spent, I would be the master of exact change!
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