Month: January 2012

Against Simple Valuation Metrics

Against Simple Valuation Metrics

There have been a lot of articles dealing with use of corporate free cash flow lately:

  • Dividends — get them, are they sustainable?
  • Buybacks — do they add value or not?
  • Acquisitions — are they overpaying?? What are the synergies?

But you never hear about the last one — internal investment for organic growth.? There is a simple reason why — it is silent as night.? No one makes announcements on it.? If done properly, it is as quiet as a plant growing.

Dividends are simple — is there enough free capital to issue them, and do the other three priorities?? It is useful to ask how much room there is to increase the dividend, and how well the company can grow its earnings at the present rate.? Companies that pay a dividend understand that equity deserves a return, and are more careful with their capital as a result.? They often grow faster than companies that do not pay dividends.

But I never analyze a company primarily on its dividend yield.? I would rather look at the full set of the drivers of value.

Buybacks are harder because we don’t really know what the company is worth, and buybacks add value when you buy below the value of the company, and lose value when you buy above it.? In the reinsurance industry, it is understood that buybacks above 1.3x tangible book destroys value.? The threshold will be different in other industries because the value of intangibles will differ — but for industries where intangibles mean little, that 1.3x tangible book can be a useful limit.

We can do pro-forma analyses on acquisitions to see if they add value or not.? The best simple proxy is how large the acquisition is relative to the acquirer.? Small acquisitions typically add value? because they add a complementary product, a new marketing channel or region, lower costs, or raise product quality.

Large acquisitions typically lose value because acquirers overpay and integration is difficult.? One exception: negotiated sales by large private sellers.? There is no auction, and no winner’s curse.

The best acquisitions are small, but lead to an increase in organic growth.? Also, the best acquisitions are early; the worst acquisitions are imitative and late.? Typically the best deals get done first.

But much as I like managements who think that the equity deserves a return, via dividends and intelligent buybacks, the hard stuff gets done in organic growth: how are last year’s profits being increased on the existing infrastructure?? In mature industries, this is tough, which is why they typically return free cash flow to shareholders.? But when you find a company that can eke out improvements in a mature industry, finding changes that no one else does, hang onto that company, because it is driving profitable change in the industry.? (And probably taking share from others…)

The less mature the industry, the more room for organic improvement, and thus more free cash flow is dedicated to internal investment, and less to rewarding current shareholders.? In such a situation, it pays less to look at dividend yields, and more at dividend growth, adjusted for ability of growth to be sustained.

-=-=-=- begin rant mode -=-=-=-

This is why I am not crazy about simple articles that say:

  • Here are the five highest yielding companies of this industry, or
  • Here are the seven highest yielding investments of [famous investor, or company], or
  • Here are the companies that are buying back stock rapidly, or
  • Look at the combined dividend plus buyback yield of these companies…

Everyone wants to squish value investing into one simple metric and from what I have seen, it does not squish well.? That is one reason why I try to view companies off of the competitive dynamics of the industry in question, and adjust the metrics accordingly.? After all, no matter how cheap a company looks in an industry that is obsolete, like newspapers, it is rarely a good idea to buy.

Thus, I am skeptical of the many articles that are spit out by inexperienced investors that have a computer and can crank out a few simple ratios, and spew out some canned facts about a company — these articles are widespread, and not limited to writers on Seeking Alpha, or Zacks, or those that submit to Yahoo! Finance, and they have some canned and wrong way of identifying competitors.

Avoid these articles, and instead, look for some degree of qualitative reasoning — some depth that shows genuine industry knowledge, and not an ability to automate the provision of web “content.”

-=-=-=- end rant mode -=-=-=-

Maybe I should be quiet.? After all, the provision of bad advice on the web is a good thing for me.? The more people are misled, the better value investors with broader skill sets do.

But that’s not why I started writing on investments.? I was not a professional investor until I turned 39.? I read widely, and spent a lot of time reading the works of many different investors as I worked to develop a theory that encompassed most of it.? No, I don’t see how to encompass all of it… and what I can encompass is understood with some amount of error.

My view as I write is not so much to give “buy this” or “sell this” ideas so much as to get people to think differently about investing.? I recently looked at the amount of business/economics/finance/investment books that I have read over the past 25 (post-academic) years, and it would fill 3-4 bookcases.

So try to think of the companies that you own, or might own, like businesses.? Look at the dividends, and to buybacks at bargain prices, and analyze sustainability and growth prospects, but also look at opportunities for growth.? Many aspects of value can’t be encapsulated in simple ratios or rankings, but sadly, the majority of articles touting stocks will do just that, and for the most part, they are useless.

There.? I said it.? But it needs to be said.? The practical question to me is whether I should stop submitting my content to sites like Seeking Alpha, which to me have become a lot of noise, and which I wish I could get Yahoo! Finance to allow users to filter out of the news stream.

I let almost anyone republish my content, so dropping anyone would be unusual for me.? Or, should I drop all external users of my content, and allow no republishing?? If you have a strong opinion, submit it in the comments.? I’ve been a nice guy with all of this, but if you have good reasons for exclusivity, let me know, and I will consider it.

But to close I will say, look at a full range of valuation and performance metrics when buying a stock, and consider the industry dynamics to understand what matters most given the maturity of the industry.? That takes some work, but guess what?? Working intelligently and hard leads to better profits in investing.

Recent Tweets

Recent Tweets

  • This applies more to private equity than hedge funds.? Adjust the headline. http://t.co/Zy4kRVlg Jan 21, 2012
  • Economists: A Profession at Sea http://t.co/86wZognH Too much math, & not enough knowledge of how people, business & finance really work $$ Jan 21, 2012
  • Clever article $$ RT @srussolillo: A Standard, and Poor, Way of Investing http://t.co/mRr6rlve via @WSJ Jan 21, 2012
  • Collateral squeeze as strong as ever, Icap says http://t.co/v4QZvndP The big Draghi LTRO reduces repo rates & reduces repo volumes $$ Jan 21, 2012
  • Deutsche Analyst Sounded Alarm When Asked to Alter Numbers http://t.co/kPBGzk3o The pressure to get AAA ratings may have led to cheating $$ Jan 21, 2012
  • Investors plowing money into farmland ? but could come a cropper http://t.co/129i3pbR With all of the debt being applied, likely a bubble $$ Jan 21, 2012
  • I would not be quick to criticize all hedge funds off of this.? Most investors are trend-followers, and this affects ? http://t.co/50fK1lG8 Jan 21, 2012
  • point counterpoint http://t.co/VerP28OY @researchpuzzler explains why many investment organizations need a process for challenging theses $$ Jan 21, 2012
  • More myths around Greek CDS trigger risk http://t.co/PH8s3iwB @soberlook sets the record straight; risks are lower than most think $$ Jan 21, 2012
  • Your Inner Beardstown Lady http://t.co/QKPIopWf We all need to feel good about our investing, so we systemically overestimate our returns $$ Jan 21, 2012
  • How the Fed defeated President Truman to win its independence http://t.co/srUcFrKq Independence squandered by Greenspan & Bernanke $$ Jan 21, 2012
  • RT @maoxian: For every ~5000 followers you should be on ~350 lists. Easy to calculate number of fake followers on Twitter with the follo … Jan 20, 2012
  • About Rising Inflation, Please Remain Worried http://t.co/u8tIk0RA Maybe someone should suggest 2Krugman the fiscal multiplier is negative Jan 20, 2012
  • Global Deleveraging – You Are (Not) Here http://t.co/J4rCGvGL US only 1/3 of the way to Swedish levels of deleveraging $$ ht @historysquared Jan 20, 2012
  • RT @historysquared: Japan’s turn, or another false start. $USDJPY http://t.co/0ncucYLE $$ Which straw will break the camel’s back? #crunch Jan 20, 2012
  • Japan, Spain & France go up $$ RT @historysquared: Debt & deleveraging: Uneven progress on the path to growth http://t.co/sj3cljZU #ouch Jan 20, 2012
  • Portugal to need “debt haircut” as economy tips into Grecian downward spiral http://t.co/F40Huo5a Just when you thought Greece was all $$ Jan 20, 2012
  • Shilling says new global recession is here http://t.co/hWEMiSkg Europe leads downturn, US poised for milder decline; he suggests long Tsys Jan 20, 2012
  • RT @herbgreenberg: JP Morgan today: “We are currently witnessing THE LARGEST DROP IN REALIZED CORRELATION IN THE HISTORY OF THE US MARKE … Jan 20, 2012
  • Governments in a Hole as Land Sales Plummet http://t.co/pJA2dZN7 Local govts in China rely on land sales 2 fund budgets, slowdown bites $$ Jan 20, 2012
  • Further Thoughts on Real Estate?s Impact on GDP http://t.co/86NwJQ6S 0% growth in property investment could push China into ?hard landing? Jan 20, 2012
  • Retiree Imbalance Underlies Filing http://t.co/thdWL5sw Re $EK, always easier 2 offer more benefits, play w/assumptions, pay no $$ cost Jan 20, 2012
  • Three of a Kind http://t.co/YV57WRl5 Debt ceiling issues; Corporations lobby, get subsidies & pay no taxes; cost savings in Medicare, not $$ Jan 20, 2012
  • Corporate Debt to Surge in Sweden as Bank Credit Dries Up http://t.co/11mDdeYP Rising bank capital requirements reduce lending, +bonds $$ Jan 20, 2012
  • Students Shift to Computer Science http://t.co/cYPCTqwO Computing now penetrates into most lines of business and academic discipline $$ Jan 20, 2012
  • ITU Global Market Data http://t.co/VsUK6MEE Cool graphic showing the global growth of wireless & broadband over the last 10 years $$ #cool Jan 20, 2012
  • Army Foresees Expanded Use of Drones in US Airspace http://t.co/atcbzCmW Aren’t there some civil liberties issues here? Posse comitatus? $$ Jan 20, 2012
  • Housing Inventory Ends Year Down 22% http://t.co/xNbdrJkq There is a lot of dark supply out there, waiting to sell when prices rise $$ Jan 20, 2012
  • RE: @bloombergview It also perpetuates malinvestment.? We overinvest in housing and banking in the US, to the detrime? http://t.co/2yLTBqH5 Jan 20, 2012
  • @D_T_A_F In 1988, I read The Media Lab: Inventing the Future at M. I. T. http://t.co/orSrsFsa Xerox lost a lot, I learned a lot, great book Jan 20, 2012
  • New from Aleph Blog The Rules, Part XXIX: Risk premiums should never be capitalized, they should only be taken i… http://t.co/rrhWkItf Jan 20, 2012
  • New from Aleph Blog On Predicting the Future, Redux: From a reader, ptuomov:If you run a regression of the magen… http://t.co/MGBbnUAq Jan 20, 2012
The Rules, Part XXX (30)

The Rules, Part XXX (30)

In the recent run-up, there was talk of the infallibility of equities.? This led to a higher level of variable compensation in the economy through option and share issuance and low pressure to raise fixed wages.? This was yet another form of hidden leverage, which hid the unprofitability of enterprises through share dilution.

That was written in 2001, after the flop of the Nasdaq.? I have sometimes said that bubbles are financing phenomena.? That’s true, but we can phrase it more generally: bubbles occur because of an asset-liability mismatch.? People go long a long-duration asset with short-duration funding.? The short duration funding can be borrowing, or vendor finance, or it can be a labor commitment in order to get equity or option awards.

People chase the long-term asset that seems so valuable, and give up time and interest (money’s version of time) to get it.? They give up more than they imagine for something of uncertain value.? In other words, a mania.? Give up something relatively certain in the short run for something with uncertain long run potential.

The attitude could be summed up with a conversation I heard in early 1998 between my boss and his best salesman, where the salesman said, “It’s a no-brainer, have the market pay your employees.”? His idea was that a constantly rising stock market would provide compensation to employees through stock awards, options, 401(k)s, etc., even as the market was straining at valuation limits.? It is probably a sign that the market is overheated, when market-based rewards become common.

Startups by their nature require that employees be flexible, and give up a lot of fixed guarantees.? What payments they receive at the beginning are small, and less than their work might deserve in most established contexts.? But there is the possibility of the big payoff, and the possibility of total loss.? The asset in question has a lot of variability, but the liability, the work that must be put in, is big, and may not vary much for success or failure.

In the tech bubble, many parties extended vendor credit because there were big profits to be made in the future.? Alas, but they lent to those with very uncertain prospects, and in March of 2000, the chain of leverage started to collapse, both for vendors, and for those that worked in the industries.? Just as hedge funds have a hard time holding onto good employees when performance goes bad, so it is for tech companies when financing dries up, and the stock price craters.? Rats desert the sinking ship.

“Free money” brings out the worst in people.? Do something small in the present and reap a huge future.? Sadly, it rarely works that way, except at the very beginning of a boom.? At the end of the boom, it is a maelstrom, with many people demanding to throw their money away in search of riches that will never be.

From a dated piece:

Crowd-following is common to humanity.? It takes a lot to stand apart from highly correlated behavior.? I?ve told this story before, but in late 1999, I was talking with my mother (a very good self-taught investor), she told me about many of my cousins who were speculating in tech stocks.? I said to her, ?They don?t know anything about investing!?? My mom replied, ?Oh, David.? You?re such a fuddy-duddy.? I just bought some Inktomi!?

Now, to set the record straight, that was just 1% (or less) of my mom?s assets, so an occasional flyer is acceptable.? Call it ?Mad Money.?? ;) ? For my cousins, it was most of their investable assets.? My mom is fine, and the fuddy-duddy did all right also, but the cousins swore off stock investing.

I am close to concluding that it is impossible to teach the average person how to do well in investing.? They don’t have the patience or the willingness to learn. (Few want to be called “fuddy-duddy” by their mothers.) 😉

Getting rich quick is very rare, but it entrances some people several times in their lives, and rarely does it end well.? It is far better for most people to work hard in areas of the economy that are being rewarded, and invest excess cash in a mix of? stocks, long-dated investment grade bonds, money markets, and a little gold.

After all, it’s not what you make, it’s what you keep.

The Rules, Part XXIX

The Rules, Part XXIX

Risk premiums should never be capitalized, they should only be taken into income as earned.

This may end up being another odd post of mine.? I’m going to start writing about bank regulation, but I will end up talking about monetary policy.

There are many people who hate the rating agencies. They hate them because they are a convenient target, and most people don’t understand what they do. Rating agencies provide opinions. Nothing more, nothing less.

Many people would like to get rid of the rating agencies. But it’s not that easy. Regulators outsource their credit rating function to the rating agencies because they don’t want to do that work.

There is a way to eliminate the rating agencies, and I have written about that before. But the idea is so radical, that the banks would rather have the rating agencies exist, than use my idea.

So what’s my idea? Simple. If you were setting up a portfolio, what would you assume would be the minimum that you could earn on the portfolio? My minimum would be buying Treasury bonds and earning interest on them.

So if I am looking at a portfolio of risky assets, I would split each asset into two. I would mirror the cash flow pattern of each asset, and construct an equivalent Treasury portfolio to mimic the cash flows. All of the cash flows above that amount from the risky asset are the risky cash flows. The amount of capital that banks hold as reserve against losses should be proportionate to the present value of risky cash flows.

Unlike my last piece on this, I am not saying that the whole present value of risky cash flows should be held as capital against losses. But the regulators should use this, if we are not using rating agencies, as a proxy for credit risk in bank asset portfolios.

Why is this a good measure of credit risk inside banks? The market for lending is fairly efficient. Debts that have more risk have higher interest rates.

This measure of risk benefits from the concept of simplicity. It can be applied everywhere. And, there is good theoretical justification for it. Any return that is upon the government bonds is subject to question.

But suppose we decided to use this as a major portion of our formula for regulating bank capital. What would happen to monetary policy?

Well, if the Fed tries to do something similar to ?operation twist” it would require banks to hold more capital against their positions, because the safe interest rate falls, it causes the risky portion of each loan to rise. As such, any sort of ?operation twist” would fail, because the rise in capital levels, would blunt any advantage from over Treasury interest rates.

From my vantage point, it would be a real plus to have monetary policy neutered in that way. The Fed, should it deserve to exist, should be concerned with the banking system and its solvency. It should not be concerned with the overall level of interest rates. If lowering interest rates lowers the judgment of solvency, then that would restrain the Fed from being too aggressive in lowering rates. And that would be good. The Fed has generally not succeeded with monetary policy. They have been too loose in the past, leading to the problems of the present.

And, as I have said before, we should not have unelected bureaucrats driving our economy, rather, we should have Congress do it because we can vote them out.

That’s all for now. Thanks for reading me. I appreciate all of my readers.

On Predicting the Future, Redux

On Predicting the Future, Redux

From a reader, ptuomov:

If you run a regression of the magenta line on variables that have similar trends, you will get a spuriously high R2. I think you should try to explain the weekly changes in the magenta series instead. (I may have misunderstood you regression, in which case please show the actual data series in the regression so I?ll understand it better.)

Um, that’s not always true.? I did not get a Ph. D., but I passed my Ph. D. field in econometrics, including passing the oral exam.? I try to be really careful with regressions, unlike most.? I avoid multiple passes over the data, and I avoid “specification searches,” which are glorified hunts for correlations.

As it is, the regressors that I used are not highly correlated with each other.? They don’t have similar trends.? Here is the correlation matrix:

The regressors were very different variables, and were independently useful for deciphering the relationship.? Had it been otherwise, the t-coefficients would have weak, with the F-coefficient strong.? As it was, the t-coefficients were all strong.

This is not spurious.

Recent Tweets

Recent Tweets

  • 222 Years Of Long-Term Interest Rates http://t.co/o0qYWoTf It’s always the same; it’s never the same. When long rates will rise is a mystery Jan 19, 2012
  • Don?t become the next Kodak http://t.co/XCJAUb3s $EK actually developed the 1st digital camera, and dismissed it. Ignored Fuji too $$ #dumb Jan 19, 2012
  • Kodak Says Tech Firms Pushed It Into Chapter 11 http://t.co/que2uw63 $EK relies on the kindness of strangers; blames them 4 demise $$ Jan 19, 2012
  • Cat bond market bounces back in January http://t.co/TIvZpNMe Insurers looking 4 shelter from what could b another tough year 4 claims $$ Jan 19, 2012
  • Congress?s Benefits Add to $674B Pension Gap http://t.co/dD58E6NA & http://t.co/Zvpch4Gi Congress’ Pension Math Doesn’t Add Up $$ #debt Jan 19, 2012
  • China No Match for Dutch Plants as Philips Shavers Come Home http://t.co/LrkcOj04 Product engineer in Shanghai same cost as in Drachten $$ Jan 19, 2012
  • Soros Proves Nothing Rotten in Denmark as Home Financing Excels http://t.co/ShMY4LWN Did not calm me; reasons 4 past success r past $$ Jan 19, 2012
  • 13 Signs of a Bull Market http://t.co/Tn7FAY2A The market reacts positively to bad news. Defensive sectors underperform. And more $$ Jan 19, 2012
  • Chinese foreign exchange reserves shrink http://t.co/S2sMHb9V Shrank in 4Q2011 for the first time in more than a decade. $$ Jan 19, 2012
  • After half a century of trade surpluses, Japan is now in deficit http://t.co/H4T4ZqNb Still a current account surplus because of invt earns Jan 19, 2012
  • Apple expected to delve into textbooks http://t.co/BKtLcm0Z Can $AAPL can cut the costs in this anti-competitive area? $$ #overpriced Jan 19, 2012
  • In France, vintners erase a notorious past http://t.co/89sa3Dva Renaming French wine region rescues them from undue nuclear waste taint $$ Jan 19, 2012
  • Bet the house: why the FHA is going (for) broke http://t.co/80FO8wXg FHA repeating the loose lending standards of Fannie & Freddie in 2000s Jan 19, 2012
  • New from Aleph Blog Should I Invest or Save?: ?Should I Invest or Save??An easy question, not.? First, I need to… http://t.co/mBI62tYx Jan 19, 2012
  • New from Aleph Blog What?s Up? What?s Down?: I can?t remember who gave me this idea, but sometimes I troll throu… http://t.co/JAdXbKQT Jan 19, 2012
  • @real_taxloss No surprise. They have been clueless for the last 25 years. Even as a grad student, I wondered at them milking their monopoly Jan 19, 2012
  • Long and Variable Lags Between Money Supply and Inflation Dupes Economists http://t.co/5vrJUzE9 Monetary base drives inflation over 5-10 yrs Jan 19, 2012
  • What?s Going Down ?Down Under?? The Case for Shorting Australian Dollars http://t.co/b5lvUUIk Central Bank lowering rates, asset bubble $$ Jan 19, 2012
  • The Hidden Cost of Free Money http://t.co/hdw3gqxO Yield cv favors Borrow short, lend long on MBS. Arb will flip if/when short rates rise $$ Jan 19, 2012
  • @groditi I own HMC for clients. What do you think is most attractive here? Jan 18, 2012
  • @groditi I kinda knew that, but fewer cars r dying from rust than in the past. Large variety of car ages on the road. Jan 18, 2012
  • Greece, China and the USA http://t.co/48nSUg6G Greek Diaspora is in full swing. China cement capacity half of world capacity. & more, wow $$ Jan 18, 2012
  • It?s Early But S&P 500 Earnings Beats Are Less Common; Nobody Seems To Care http://t.co/ZP3JtxWF We got our rally hats on! Who cares! 😉 Jan 18, 2012
  • The great Australian bond run http://t.co/MePO8FK1 Decided not to let AUD appreciate -> low rates -> asset bubble. Import loose $$ policy Jan 18, 2012
  • The Book On Mitt Romney: Here Is John McCain’s Entire Opposition Research File http://t.co/i3WAsOYo I guess MR could b a chameleon on plaid Jan 18, 2012
  • Is Egypt Running Out of Money? Ask Cairo Drivers http://t.co/Y3TBSu9D Enormous lines @ Egyptian gas stations due2 fuel delivery cutbacks $$ Jan 18, 2012
  • MIT Economists Running Central Banks http://t.co/5AbMGuDn Didn’t c the great recession coming, why should we expect them to c inflation? $$ Jan 18, 2012
  • Auto Plants at Capacity, Buoying U.S. Economy http://t.co/5ZwJhKfX Pretty optimistic on autos. Wonder how sustainable it is. $$ #vroom Jan 18, 2012
  • European Hedge Funds Line Up Bets on China Downturn http://t.co/OSkAoRxq Bets getting a little thick here, could there b a shakeout coming? Jan 18, 2012
  • New fund flows and limited supply provide support to the muni market http://t.co/3wuD5WRF Muni finances slowly improving except retiree bfts Jan 18, 2012
  • Canada’s Housing Bubble About to Burst? http://t.co/OaCYVzeX & http://t.co/dzBX9KEY Keeping currency cheap induces low rates &asset bubble Jan 18, 2012
  • http://t.co/QQyG3IkE A prospectus, please, with risk factors… touting the good bits is not appreciated. Jan 18, 2012
Should I Invest or Save?

Should I Invest or Save?

“Should I Invest or Save?”

An easy question, not.? First, I need to know your time horizon.? If it is short, save.? The bank will invest your money, and you will get a little back from it.? Second, I need to know who you are?

Is it possible that you will need the money in six months?? Do you have three months of expenses saved?? If not, save, don’t take the chance on investing.

Investing is for those that can take losses.? Even if your goal is long term, I would have to ask how important it is to achieve your goals.? The higher the importance, the greater the funding need.? Fund assuming that returns in the market will be positive, but poor.? If the goal isn’t that important, contribute less, and assume a higher return on assets.

The main idea here is that you should invest more for goals that you care a lot about, because those goals will be achieved, most likely.? Goals that rely on high asset returns are not likely to be achieved.

What’s Up? What’s Down?

What’s Up? What’s Down?

I can’t remember who gave me this idea, but sometimes I troll through the raw PPI data to get ideas on pricing power.? Here’s a list of the top 50 rising items in the PPI:

Code 2011 Px Increase Commodity Name
WPU01130102

125.3%

Dry pinto beans
WPU01710802

109.8%

Checks and undergrades
WPU023307

90.7%

Liquid raw whey
WPU01130101

87.0%

Dry pea beans
WPU01130104

84.9%

Dry pink beans
WPU011301

84.1%

Dry vegetables
WPS017108

74.5%

Breaker stock and checks and undergrades
WPU01210105

71.3%

Hard amber durum wheat
WPU01710801

70.1%

Breaker stock
WPU01130215

68.4%

Lettuce
WPU01130103

68.0%

Dry great northern beans
WPS0181

64.5%

Alfalfa hay
WPU01830121

61.9%

Cottonseed
WPU01830111

45.2%

Peanuts
WPU02230101

44.9%

Haddock
WPU01830161

44.6%

Sunflower
WPU431105

41.7%

Other nonresidential buildings, gross rents
WPU4423

39.7%

Truck trailer, utility trailer, and RV rental and leasing
WPU06380304

39.6%

Calcium channel blockers and other vasodilators
WPU06220209

39.4%

Titanium pigments
WPU05320108

37.8%

Ethane, gas mixtures and other natural gas liquids
WPU02350303

37.3%

Bulk liquid milk products, including feed grade
WPU058103

37.0%

Other petroleum and coal products, including coke oven products, n.e.c.
WPU01190104

36.9%

Walnuts
WPS058

36.1%

Asphalt and other petroleum and coal products, n.e.c.
WPU058102

34.8%

Asphalt
WPU012201

34.5%

Barley
WPU01130105

33.3%

Dry peas
WPU021302

32.5%

Other milled rice and byproducts
WPU033701

32.5%

Greige cotton broadwoven fabrics
WPU06520136

32.5%

Urea
WPS065201

31.3%

Nitrogenates
WPU06520135

31.2%

Synthetic ammonia, nitric acid, and ammonium compounds
WPS0271

30.5%

Animal fats and oils, made in slaughtering plants
WPU07130371

29.8%

Flat rubber and plastics belts and belting
WPU02210126

28.3%

Boneless beef, fresh/frozen, inc. ground bulk/patty
WPU01710705

28.0%

Eggs, small
WPU0283

27.2%

Processed eggs, liquid, dried, or frozen
WPU01130404

27.0%

Round red potatoes
WPU06140341

26.8%

Ethanol (ethyl alcohol)
WPU067906

26.7%

Gum and wood chemicals, including wood distillation products
WPU0613020T

26.4%

Inorganic acids, inc. hydrochloric, sulfuric acid and other
WPU11490202

26.3%

Ball valves
WPU091502141

26.2%

Uncoated paper grocers’ bags and sacks
WPU091502142

26.1%

Uncoated paper variety bags and pouches (merchandise) and shopping bags
WPU58F101

26.1%

Automotive fuels and lubricants retailing
WPU013103

26.1%

Slaughter vealers
WPS0652

26.0%

Fertilizer materials
WPS013201

25.8%

Slaughter barrows and gilts
WPU01190101

25.8%

Pecans

A few notes:

  • Checks and Undergrades are chicken eggs of low grade.
  • Breaker Stock are eggs that are slightly better, but not good enough for retail.
  • Greige = Un-dyed
  • Vealers = Calves, used for veal
  • Barrows and Gilts = Hogs

When I look at the top 50 risers, I think the following are in demand:

  • Specialty hydrocarbons
  • Dried peas, beans, nuts, etc.
  • Fertilizer
  • Eggs
  • Some types of meat

Most of it boils down to a demand for food and energy.? These are very basic things, and to me indicate that there is demand for the basics.? I think this demand is global, as middle classes arise over much of the globe, food and energy will become more expensive.? A pity that the FOMC does not consider what people need to be material to their monetary decisions, despite the fact that food and energy have always had higher inflation rates, and there are better ways to deal with volatility (median, trimmed mean).

But what about the bottom 50?

Code 2011 Px Increase Commodity Name
WPU1022

-10.7%

Primary nonferrous metals
WPU10230102

-11.3%

No. 2 copper scrap, including wire
WPS0292

-11.5%

Soybean cake, meal, and other byproducts
WPSSOP1300

-11.9%

Crude fuel
WPU01830131

-12.0%

Soybeans
WPU10250237

-12.1%

Copper and copper-base alloy sheet, strip and plate
WPU10250239

-12.2%

Copper and copper-base alloy pipe and tube
WPUID6222

-12.2%

Unprocessed fuel
WPSSOP1320

-12.3%

Nonmanufacturing industries
WPUID62222

-12.5%

Unprocessed fuel to nonmanufacturing industries
WPU022301

-12.7%

Unprocessed finfish
WPU0111

-12.9%

Fresh fruits and melons
WPU11510115

-13.6%

Portable computers, laptops, PDAs and other single user computers
WPU01130228

-14.2%

Green peppers
WPU10230101

-14.5%

No. 1 copper scrap, including wire
WPU11510114

-14.6%

Personal computers and workstations (excluding portable computers)
WPU441

-14.7%

Passenger car rental
WPU102102

-15.4%

Copper ores
WPU01110226

-16.8%

Cranberries
WPU091207

-17.1%

High grades wastepaper (pulp, substitutes & deinking)
WPUSI01102B

-17.1%

Berries
WPU01130212

-17.2%

Carrots
WPU02230502

-17.4%

Crabs
WPU01130226

-17.5%

Endive
WPU13710116

-17.6%

Other gypsum products
WPU012203

-18.1%

Oats
WPU06380105

-18.5%

Hormones and oral contraceptives
WPU084904

-19.3%

Sawn wood fence stock, wood lath, and contract resawing and planing
WPU0531

-19.3%

Natural gas
WPU091202

-19.5%

Mixed wastepaper
WPU01130222

-19.6%

Broccoli
WPU115202

-20.5%

Parts and components for computer storage devices
WPU01130223

-20.7%

Cauliflower
WPU01130211

-20.8%

Cabbage
WPU01210103

-21.3%

Soft white wheat
WPU01210104

-22.2%

Soft red winter wheat
WPU0912

-22.2%

Wastepaper
WPU09120801

-22.9%

Exports (all grades)
WPU02230131

-23.2%

Flounder
WPU01110109

-25.1%

Tangelos
WPU02230133

-25.4%

Pollock
WPS091203

-25.5%

Corrugated wastepaper
WPU01110101

-27.0%

Grapefruits
WPU01130216

-28.2%

Dry onions
WPU01130213

-31.3%

Celery
WPU01130234

-35.1%

Cucumbers
WPU01130218

-44.5%

Snap beans
WPU01130231

-44.6%

Squash
WPU011103

-64.2%

Melons
WPU01110301

-77.6%

Cantaloupes

One note: Finfish = real fish, as opposed to shellfish

When I look at the bottom 50 risers, I think the following are not in demand:

  • Melons
  • Many other fruits and vegetables.
  • Low grade paper
  • Some fish and shellfish
  • Copper and other base metals

PPI File 12-2011

The above file contains all of the data for all categories in the PPI report.? My view of the data tells this story, which is consistent with what I have been writing for the last eight years: Resources are in short supply relative to capital and labor, for the most part, but not absolutely.

I still think that energy is an investable theme, agriculture and fertilizer may be so also.

Recent Tweets

Recent Tweets

  • Definitely, just followed and added 2 RSS RT @tylercowen: Sober Look is an underrated, underdiscussed economics blog, http://t.co/aewQejQX Jan 17, 2012
  • DOL Makes Nice on Investment Advice http://t.co/1PDeFbDg Offers defined contribution plan sponsors new options 4 participant invt advice $$ Jan 17, 2012
  • How will the world live with $100 oil? http://t.co/xW7LofrK Demand destruction begins at a level north of there $$ Jan 17, 2012
  • Marc Faber Favors Equities, Forecasts World War III http://t.co/A9V0rC2E Middle East will blow up; new regimes will be less Western-friendly Jan 17, 2012
  • Heads I win, tails you pay http://t.co/ZXCklpAw State DB pensions gamble on high risky asset returns; need >10%/yr to meet 8% targets $$ Jan 17, 2012
  • Natural Gas Prices Are Plummeting http://t.co/RBljqGIM Fracturing shale leads to a temporary glut of natural gas. $$ #shalestorm Jan 17, 2012
  • Market Shrinks First Time Since ?09 on U.S. Buybacks, Sales http://t.co/p1VyvjXi Bullish for equities if debt levels stay in check. $$ Jan 17, 2012
  • @BloombergGov Sorry about last tweet deleted. BRK has large deferred tax liabilities. Let it stop avoiding having GAAP income taxed $$ Jan 17, 2012
  • @BloombergGov I will agree after Warren Buffett sells his BRK shares, and pays tax on the capital gain. $$ Jan 17, 2012
  • Low interest rates keep exchange rate down &imports asset bubble RT @edwardnh: Robert Shiller: “Sweden has a bubble” http://t.co/K1pFg300 $$ Jan 17, 2012
  • Supermarkets Cater to Food Stamp Recipients http://t.co/q9pcJSoc Demand surges when food stamps arrive, requires planning $$ #dependency Jan 17, 2012
  • Electricity Prices Decline 50% as Shale Spurs Glut http://t.co/4CzVKh9n 2nd order effects of the shalestorm grow, power plants deferred $$ Jan 17, 2012
  • Investors Ignore Nordic House Bubble Risk http://t.co/hX8aDAgB Low interest rates keep exchange rate down & imports asset bubble, until $$ Jan 17, 2012
  • Wiring the Brain, Literally, to Treat Stubborn Disorders http://t.co/sx2QOipi Welcome to the cyborg era. New meaning2 “All in your head” Jan 17, 2012
  • Mapping My Genome, Peeking Into a Scary Future http://t.co/ajxT6zmp A nervous reporter decides to peek behind the curtain of his DNA $$ Jan 17, 2012
  • Fitch Examines Global Credit Growth Figures http://t.co/Yqw7Vci4 Question marks over mid-sized banks in Russia, Brazil and Turkey $$ Jan 17, 2012
  • A New Weapon in the Fight Against Superbugs http://t.co/bSCq5DNS Use viruses 2 invade bacterial cells & make sensitive 2 antibiotics $$ Jan 17, 2012
  • A Gut Check for Many Ailments http://t.co/Ot0DTY0p Growing body of research shows gut affects bodily functions far beyond digestion $$ Jan 17, 2012
  • What if the Doctor Is Wrong? http://t.co/JpbbVXOS Some Cancers, Asthma, Etc., Can B Tricky 2 Diagnose, Lead 2 Incorrect Treatments $$ Jan 17, 2012
  • The Rally That Wouldn’t Die! http://t.co/pAOfwrqu Only thing that bothers me about owning the long bond is that it is getting popular $$ Jan 17, 2012
  • @davidgaffen I’m not sure, David. Economics is never linear. Fits and Starts. As for the end, simply that someone leave the Eurozone. $$ Jan 17, 2012
  • More US Catholics take complaints to church court http://t.co/hYOvEncF As a kid I wanted to study canon law, now it’s interesting $$ Jan 17, 2012
  • The Unintended Reformation http://t.co/EyCGC1FG A good review of what seems to be a lousy book. My comment presently is the last one $$ Jan 17, 2012
  • S&P Cuts Rating on Europe’s Bailout Fund http://t.co/ki7arbBr The collapse of leverage backed by leverage continues. End is coming $$ Jan 17, 2012
  • Greek Default Fears Grow as Debt Talks Stumble http://t.co/0Zmmp63w Enough debt held by private investors hedged by CDS to stymie it $$ Jan 17, 2012
  • Sarkozy Dealt Rating Blow 100 Days Before Poll http://t.co/693BKrTb He is more in trouble for defending the Euro than losing the rating $$ Jan 17, 2012
  • China: Get Ready for Turbulence http://t.co/1qShQatv Much Investment in China is a waste, because there is no demand for what is created $$ Jan 17, 2012
  • China Investment Boom on the Edge http://t.co/EQT2tdt7 Shadow banking and other types of leveraged lending are reaching extreme levels $$ Jan 17, 2012
  • China Data, Part 2: Slowing Growth http://t.co/b9JiEEw6 Deceleration in China’s GDP growth is almost certain, but how deep will it be? $$ Jan 17, 2012
  • Iran to Give ?Firm? Reply to Scientist Murder http://t.co/S3Wk495D Bluff and Counter-bluff. No one will do much of anything here. $$ Jan 17, 2012
On Predicting the Future

On Predicting the Future

I’ve long admired ECRI for their timely and accurate forecasts, and their willingness to stick by their models when things don’t seem to be immediately going their way.? I have also appreciated their lack of willingness to divulge their model elements; my thoughts were, “Hey, it’s probably a simple model that no one has ever thought of.? Would I reveal the model if I were in their shoes.? No.”

But I’m not in their shoes, and I know one of the ECRI pair, so I asked for some insight into the models, which he coldly refused.? Okay, fair enough, I’m not a paying subscriber, but we had had good conversations in the past, so I thought I might have some relational capital, but no.

Tonight, I bring you my kludge that should be close to the ECRI Weekly leading index.? I am not saying that I reverse-engineered it because in econometrics there may be many fits with equal probability that explain the dependent variable well.? But here we go.

Yesterday, I read a post at the Bonddad Blog that said it had all of the variables for ECRI’s Weekly Leading Index.? I decided to gather the data, or reasonable proxies of it, and I ended up using the following variables to estimate the ECRI WLI:

  1. M2 YOY % increase, SA
  2. AAA yields from Moody’s
  3. BAA yields from Moody’s
  4. S&P 500 price YOY % increase
  5. Initial Jobless Claims SA
  6. Real Estate Loans from all Commercial Banks, SA YOY % increase
  7. PPI for Industrial Commodities

I realized the the independent variables had to go up and down because the WLI does as well.? I normalized the variables against their long run averages, which would have no impact on the fit if the regression, but would enable sorting out the size effects.? Anyway here are the results:

That’s a really high R-squared (normalized F), with highly significant t-coefficients.? What is more, the coefficients sum to materially one in this regression that constrains the intercept to zero.

So, we have a good guess at what drives the ECRI WLI: two items, Corporate interest rates and industrial commodity prices.? The other items are significant, but less material.?? BAA bond yields could be expressed as spreads against AAA yields, but the mathematical results would be the same.

So how does my model fit against the ECRI WLI:

If anything, my estimated model is more sensitive than ECRI’s model.? I could have a new business here, except that I have given the model away for free.

Comments are welcome.

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