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Parallel processing

December 11, 2009 in Math

Via Spontaneous Symmetry, a fascinating story about parallel processing and the power of blogging:

Normally, when [a mathematician] seeks a proof, he locks himself in a room with a chalkboard for long periods of time. He may consult his peers at his university, he may read books, he may look through papers, but the majority of thinking takes place within one brain. It’s serial. Gowers had a better idea. Instead of retreating to a dark room, he posted a section on his blog asking for help with the proof. Anyone from around the world could contribute to the idea by posting a comment. He hoped, in this fashion, to link together the brains of people from all around the world. Gowers eventually received hundreds of comments and, over the course of a few weeks, using the ideas in these comments, he was able to piece together a simple proof.

Though SS aptly notes:

I’m afraid to ask how many inane “comments” the poor mathematician had to wade through between each substantive remark.

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The Greener Room

November 25, 2009 in Internet

I’m pleased to present the new TGR: now with more green!

I’ve spent some time over the past few weeks learning a little CSS, PHP and Java (and I apologize for being so late to that party). I’ve been experimenting behind the scenes with TGR and tonight I’m excited to make those changes official.

So, what’s new? The most obvious change is the design. All the styling here is done via CSS, so your experience will depend on your browser’s abilities to render that code. Any modern browser should have no problems at all.

But… if you’re using Internet Explorer, TGR ain’t going to look too pretty. In fact, it’ll look pretty boring. Don’t worry, it’ll still work just fine (I spent a lot of time making sure of that!) but in much the same way that a DB9 will “work just fine” if you fill it with regular. IE users, for the sake of all the people doing wonderful things with new web technologies, please do both them and yourselves a favor by upgrading to a modern browser. If you need a suggestion, my preferred browser on my Mac is Apple’s Safari, though Camino is a fine alternative. On Windows, my choice is Google’s Chrome but Mozilla’s Firefox is quite popular as well.

I’ll probably continue to tweak the design over time – so don’t be shocked if a beautiful #009944 hyperlink becomes a similarly stunning shade of, say, #009a4c. There are also some new tabs up top – data, finance, math and risk – corresponding to the major themes I seem to gravitate toward. Those are in response to a number of readers’ requests that I make certain information more accessible, and I’ve got some other tricks planned for the future (pending demand, of course) that will leverage TGR’s new platform.

Which brings us to the most important change of all, one which is largely invisible – TGR now runs on Thesis, an excellent and highly extensible Wordpress framework designed with modularity in mind – and that’s important for someone like me, whose attempts at coding more frequently break the site than enhance it. Thesis has made it possible for me to ease into coding for the web, rather than having to wade through someone else’s indecipherable PHP or start from scratch. I highly recommend it for anyone looking to take control of their Wordpress blog or site.

Speaking of blogs and sites, there isn’t much of a difference between them these days and in the near future I hope to take advantage of TGR’s newfound versatility to host more projects and applications here. More on that when I figure it out myself…

As always, thanks for visiting, don’t be strange and most importantly: don’t panic.

-J

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I’m very happy to see someone of Felix Salmon’s stature calling out the Zero Hedge crowd for what they are: a bunch of delusional conspiracy theorists. I’ve held that site at more than an arm’s length since I discovered that their posts are actually zero-intelligence back in April and again in June. Felix has it absolutely right when he says, “The Zero Hedgies, in other words, are the 4chan of the financial blogsphere, which is maybe one of the more depressing aspects of the degree to which the financial blogosphere has matured.”

Most of Zero Hedge’s counterarguments will revolve around the fact that there audience is not solely comprised of “day traders” – and what’s so bad about day trading, anyway? – but it doesn’t matter. The audience is the symptom, not the cause. It’s not as if ZH has brilliant, insightful articles that just happen to draw hundreds of thousands of idiots to their page – ZH is a financial tabloid, pure and simple. The only difference between them and, say, Dealbreaker is that they post incomprehensible stories accompanied by cryptic Bloomberg screens and obscure market jargon. And it works amazingly well – their most egotistical and vocal readers can’t admit that they aren’t in on the secret, so they don’t dare suggest that the emperor has no clothes.

And the rest of us tune in because, well, who can ignore a crowd? I admit I rubberneck on the highway – and the whole time incensed that everyone else was slowing down. Every now and then, yes, there’s a nugget of truth amidst the ZH mire. But months ago, I got tired of wading through muck to find it. Felix’s suggestion of a disaggregated ZH (with disaggregated RSS feeds) would go some way toward roping me back. But to be honest, at this point it probably wouldn’t make a different; I have so little trust in anything ZH posts.

Here’s a more complete excerpt from Felix’s post:

Who are these people who flock to zerohedge.com and lap up everything they’re served? They clearly love the chart-filled posts about intraday movements in the stock market, which is one clue. I think what we’re dealing with here is, essentially, retail day-traders, as profiled by Hagan back in February. (Hagan told me that even back then, before ZH really took off, the day-traders he was writing about were constantly reading the site.)

You need to be a little bit delusional to be an individual day-trader, paying substantial sums for information, technology, and trading spreads every day and yet somehow reckoning that by zooming in and out of highly-levered ETFs you can not so much beat as utterly obliterate broader market returns. All day-traders think they’re above-average; they have to, otherwise they wouldn’t have the hubris necessary to do it in the first place….

At that point it becomes quite easy to see how they would be attracted to a conspiracy theorist like ZH, who writes dense and often hard-to-decipher posts about the arcana of how the market works. The masses read Dan Brown for fun; the day-traders read Zero Hedge for profit.

And in case that’s not enough, here’s an excerpt from Felix’s followup:

That’s what the wisdom-of-crowds hypothesis says: that if you take a million idiots, all trading with and against each other, yes you’ll get occasional mass delusions, and bubbles and busts, and ad-hoc groupings of vaguely like-minded individuals, like ZH. But somehow, in aggregate, those million idiots will be more right, more often, than any regulatory panjandrum or media pooh-bah. And anybody who’s spent any time with bankers and buy-siders will tell you that there’s precious little correlation between intelligence, on the one hand, and success in the markets, on the other….

So ZH is probably a pretty accurate representation of many people who pay close attention to what the markets are doing on a minute-to-minute or even day-to-day basis. Which is as good a reason as any not to do that.

To Felix: Bravo!

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Why did a post up titled “How To Play Natural Gas With Small Cap Stocks” pop up in Silicon Alley Insider’s RSS feed? A little investigating (elementary, my dear Watson) shows that it’s actually from The Money Game – another blog under the Business Insider umbrella. The blogs themselves and current RSS feeds show no cross-posting; the only evidence remains in my Google Reader (which notoriously caches every post).

So what’s the deal – does SAI feel a need to comment on every hey-you-gotta-get-in-on-this bubble out there? Isn’t one enough?

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Google Reader has become an inexorable part of my daily life. It’s the only way I can keep up with the amount of reading I do each day, and as much as I love the service, there are a few things I miss.

Here’s my wishlist for Google Reader:

Intelligent favorites: Right now, I have a “favorites” folder, which includes feeds I designate as (drumroll) my favorites. My Reader loads the favorites at startup. Determining my favorite feeds automatically would be a trivial exercise for a Bayesian filter (the same sort of mechanism that decides whether email is spam or not). It could even be time sensitive, so that feed I stopped reading a few months ago wouldn’t be included.

Intelligent presentation: Right now, reader has a sort setting called “auto” which moves feeds that post infrequently to the top of the list. This is a nice start, but I think a few extra steps are needed before I make this my default sort. First, the algorithm boosts posts from a little too far back and puts them a little too high on my list. For some folders this works, for others it does not, depending on the rate of publishing. At a minimum, I wish I could adjust the settings. Relatedly, perhaps a different sort method is not the best way of presenting this information – an alternative would be fading out “less interesting” posts, making the posts that I’m more likely to want to read the ones I’m more likely to see as I browse.

Intelligent relevance: Related to the sorting method, frequency of posting is not necessarily how I determine relevance. I would also implement a Bayesian filter here to more intelligently guess what items I find interesting. But that’s not the only way – one of the benefits of a central aggregation system is that Google knows how many other people have read, starred, shared or commented (via Reader) on each post I subscribe to. Surely this should be indicative of relevance, to the extent that my behavior tends to mirror that of other readers.

Saved searches: Let me save searches the way Outlook does, in dynamic folders. This way, I could create a dynamic “Mets” folder which would include a post from a finance blog that nonetheless mentioned David Wright.

Better searches: And while I’m searching, this is a Google product, so why is search so limited? Let me restrict my search by author, title, or content, and let me sort by relevance instead of recency. Time isn’t necessarily the principal component of my search.

Grouping posts: Frequently, the same story is reported by various sources. A quick semantic analysis should be able to identify these posts and group them together, preferably with one of my preferred feeds as the top item. Google News does it. This is a little different from what Gmail does, however, since conversation tracking links emails that are explicitly related and this needs to imply similarity.

Filtering: What if I want to get Engadget’s feed, except for posts that dare mention Apple? Let me set up filters to customize my feeds. Allowing me to save advanced searches would accomplish the same goal, since search recognizes operators like + and – and I can restrict my search to a specific feed. In the meantime, services like Feed Rinse and Yahoo Pipes are my options.

And that’s all I’ve got off the top of my head. Basically, a mix of applied machine learning and explicit parameter definitions aimed at making Google Reader something more than just a chronological list of syndicated news. In particular, the trouble with Google’s current autosort is that when I turn it on, I get the feeling that all is not quite right. A good behind-the-scenes relevance engine will feel “right” because it aligns with what I want to see. Unfortunately, one can’t always depend on users to express what they feel, which is why explicitly defined filtering systems often fail (or at least are suboptimal). Bayesian filters and the like have the advantage of learning behavior; their development and implementation is nothing new and I think there are few areas begging to be addressed in this way as much as Google Reader.

What would you change?

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Pardon our dust

April 6, 2009 in General

Some things are changing around here, as they do every couple months when I get bored of looking at the same layout. There may be a little transition trouble; please let me know in the comments if you see anything suspicious!

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There is a fascinating debate raging right now among the world’s most prominent economists, who are kicking and screaming at each other across newspaper columns, interviews, and their personal blogs.

The diatribe was ignited by this January 22 opinion in the WSJ by the esteemed Robert Barro, whose class I was fortunate enough to attend one semester.  (Unfortunately the same can’t be said of Professor Barro).  Barro notes that Obama’s stimulus assumes a government spending multiplier of 1.5, which is to say that every $1 the government spends increases the gross domestic product by $1.50.  In other words, government spending has a negative cost (he wonders “Of course, if this mechanism is genuine, one might ask why the government should stop with only $1 trillion of added purchases”).

Barro cites his own research, and that of others, to suggest that even in the best examples of government spending – he identifies World War II as the single greatest moment – the government multiplier was only 0.8.  This implies that each dollar of government spending only costs society $0.20.  One argument in favor is that government spending utilizes otherwise idle resources, and therefore produces a unit of output at severely reduced cost.  The only evidence of any multiplier above zero (where $1 costs less than $1) comes during war, when the entire economy is at full tilt.  There is no peacetime evidence.

But, in terms of fiscal-stimulus proposals, it would be unfortunate if the best Team Obama can offer is an unvarnished version of Keynes’s 1936 “General Theory of Employment, Interest and Money.” The financial crisis and possible depression do not invalidate everything we have learned about macroeconomics since 1936.

Paul Krugman, who is the most recent recipient of the Nobel Prize in Economics and lately has been moonlighting as a political commentator for the NYT, fired back:

…the prospect of a Keynesian stimulus is having a weird effect on conservative economists, as first-rate economists keep making truly boneheaded arguments against the effort.

Oh, snap! His argument [which I choose not to paraphrase since it's short and I find his tone amusing]:

But just to say it again: there was a war on. Consumer goods were rationed; people were urged to restrain their spending to make resources available for the war effort.

Oh, and the economy was at full employment — and then some. Rosie the Riveter, anyone?

I can’t quite imagine the mindset that leads someone to forget all this, and think that you can use World War II to estimate the multiplier that might prevail in an underemployed, rationing-free economy.

Krugman makes a good point that rationing suppressed consumer spending.  He attempts to make a good point that this precludes using the World War II period as a model for contemporary spending analyses.  However, I believe this overlooks a key fact – we are about to enter the worst epoch for discretionary spending since World War II!  These numbers are not adjusted after-the-fact to account for the impact of rationing – they simply mean that 2008 (and 2009E) exhibit levels of consumer spending not seen since 1942 when, as Krugman indicates, the government itself was suppressing spending.  When we take that into consideration as well, it means that today represents the lowest amount of consumer spending EVER.  So that’s the mindset.

The next day, Krugman was at it again:

You see, Robert Barro made much of the fact that private spending actually went down during World War II — which he took as evidence of “crowding out”. But what types of private spending fell, and why?

Well, the chart below, drawn from Millennial Historical Statistics, shows spending on new homes and cars before, during, and after the war years. Both basically collapsed. Why?

The answer is that (1) There were draconian building restrictions in effect — in fact, the end of those restrictions helped set off the postwar housing boom, and (2) new cars weren’t being produced, because the factories were making tanks instead (and if you did manage to acquire a car somehow, gasoline was rationed).

Let’s see, autos and home sales declined… you mean like this?  Or like this? How about this chart, look familiar? It’s the change from the peak in the Case-Shiller housing index comparing this housing collapse to the one a decade ago.

I’m at a loss to decipher Krugman’s point.  He offers reasons that auto sales and home prices were depressed in the 1940’s, as if the reasons let us ignore the fact that the absolute level of consumer spending has fallen.  Autos and homes have fallen off the chart now as well.  Does the lack of a government-imposed reason make this catatrosphe any less impactful on aggregate consumer expenditures?

But the punches have been thrown and the economists are going at it!  Greg Mankew tried to play it cool by linking to Barro’s opinion without comment.  In the weeks since, however, he has been going back and forth with his own idea – it’s a rarity for him to post opinions – as well as others from both sides of the fence.  

A rather tame post by Matt Yglesias (I didn’t know, either) was met with a vitriolic defense from UCLA professor Brad DeLong, who writes

One of these people is a tenured university professor. The other is a juicebox-drinking basement-dwelling bathrobe-clad weblogger.

Professor Ty Cowen next joined the fray, noting – in one of the more balanced analyses – that pro-stimulus economists tend to rebuke attacks without offering positive evidence of their own views:

I’ll say it again to the pro-stimulus forces: a stimulus is going to happen, so I’d love to be cheered up by your evidence.  Put it on the table.

Ultimately, he decides he is not enamored with the WWII example, though he does not look forward to the stimulus for other reasons.

Connor Clark, of the Atlantic, interviewed Barro several days ago.   Among the choice quotes is Barro’s response to a question framing the stimulus against the “Larry Summers standard:”

Barro: This is probably the worst bill that has been put forward since the 1930s. I don’t know what to say. I mean it’s wasting a tremendous amount of money. It has some simplistic theory that I don’t think will work, so I don’t think the expenditure stuff is going to have the intended effect. I don’t think it will expand the economy. And the tax cutting isn’t really geared toward incentives. It’s not really geared to lowering tax rates; it’s more along the lines of throwing money at people. On both sides I think it’s garbage. So in terms of balance between the two it doesn’t really matter that much.

Clark: Well, presumably Larry Summers is not an idiot.

Barro: [laughs] That is another conversation. I have known him for 25 years, and I have opinions about that.

Clive Crook authored an opinion in the FT essentially accusing Barro and Krugman of putting politics first and good economics second, at great cost (more on that to follow). Their responses provided the stage for yet another indirect battle.  In a subsequent post in the Atlantic (what’s with their CC fetish?), Crook fields a personal attack from Krugman, and takes the opportunity to conduct an email interview with Barro.  Krugman, among other things, announces

Clive used to be a reasonable guy; in his mind he probably still is a reasonable guy. But he has misunderstood what it means to be reasonable….And it means hysterical attacks on yours truly for actually taking sides in this debate…

Barro, on the other hand, engaged Crook in a (relatively more) pleasant email conservation.  Candidly, Barro noted

As to Krugman, my response would likely have been more moderate if he had not referred to my ideas as bone-headed.  But I promise to behave better in the future….

Oh yes, the bone-headed remark is what started things.

This debate continues to reverberate through the media, blogosphere and lecture halls of the respective combatants. Both sides have some hot-headed and questionably accurate arguments, but none I would call “boneheaded.” This is an untested approach to economic stimulus, and though we can draw on history for parallels there is no concrete analogy. Amidst the hustle, I feel that Crook comes out as the clearheaded voice among them.

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Wordpress + Mac = :)

February 5, 2008 in Technology

Fluid

I am really happy with my WordPress installation, and I love my Mac, so I was rather disappointed to find that they don’t play nicely together in one regard. The TinyMCE editor has a devilish tendency to strip line breaks if accessed in Safari 3+, both in the visual and code views. The prospect of running around entering <p> and <br> all over my posts… not pleasant. There seems to be a massive debate raging about whose fault this is — Apple, TinyMCE, WordPress, and I frankly don’t care as long as there is a way to fix it. I find other browsers slow, clunky and (yes) ugly compared to Safari, so I have absolutely no desire to adopt a two-browser solution.

Enter Fluid.

Fluid is a program that creates a single-site browser (the cool kids say SSB). Essentially, you give it a web address and it creates a completely native Mac OS application which has one purpose — to run that website. The classic examples are running it with GMail, Facebook, etc. etc. so you can keep those sites in your dock or whatever. It is fast, nice to look at, and – most critically – its engine is for one reason or another compatible with TinyMCE.

So I basically run a 1.5 browser solution — a native app called “This is the Green Room” for site admin and Safari for everything else (well, and Cyberduck for FTP, Textmate for coding and a yet undetermined CSS editor for design, but you know what I mean). It isn’t as slow or jarring as jumping off to Camino or Firefox, and until Safari comes around I’m sticking to it. In fact I like it so much I may keep it for quite a while even after…

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So I’m starting to get comfortable with this blog business, though I need to learn some CSS quickly to build a better theme…

Basically there are a few things I want to put here:

  1. Articles I want to share, comment on or otherwise disparage.
  2. Quotes I want to share, comment on or otherwise disparage.
  3. Anything else.

My mission right now is to find a way to get the little subtitle up there to change randomly.  I really think that’s the sort thing that could excite people to return with some semblence of regularity.  And for argument’s sake, I’m going to refer to those faithful readers collectively as “my mother.” 

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Of course I turned to R when I began thinking about titles, and this is what she had to say:

WHY are you doing a blog thats for losers!!
You sohuld call it thehomieg.com or monkey-dolores.com or ilikelatkes.com
And dont ask dad for suggestions he is not the brightest person for these creative things ya know

When I was leaning toward the Hitchhiker’s Guide to the Galaxy quote “fueled by lemons”, she offered:

(9:12:18 PM) R: Like if someone asks you the name of your blog I think i myself would be rather embarassed to say Fueled by lemons
(9:12:21 PM) R: Then the person would say
(9:12:24 PM) R: Lemons are a fruit you know
(9:12:25 PM) R: And i would say
(9:12:37 PM) R: I know, i am just a nerd who has no idea what a nerd he is
(9:12:41 PM) J: its a quote from hitchhikers guide
(9:12:45 PM) R: THATS EVEN WORSE.
(9:12:46 PM) R: ARE YOU KIDDING
(9:12:47 PM) R: OH lord.

And to complete the anti-blog tirade:

(8:08:31 PM) R: I iknooooww but not a blioggg
(8:08:33 PM) R: ThaTS FOR NERDS
(8:08:39 PM) R: It is bad enough you like math
(8:09:10 PM) R: Why dont you just go to Hawaii
(8:11:40 PM) R: IF SOMEONE TOLD ME THEY HAD A BLOG THEN I WOULD SAY Oh. Then I WOULD WALK AWAY AND THEN I WOULD COME BACK WITH A NET AND THROW IT ON THEM AND THEN I WOULD PUT SALT ON THEM AND FEED THEM TO GORRILLAS AND stuff

…tough luck little sister.

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