20 minutes to spare and time to update our blog.
On February 3rd when the Dow was down 300 points we sold our short positions in the Emerging Markets (EDZ) and Russell 2000 (TZA) as well as closing out our position in the 20+ leveraged Treasury Bond ETF (TMF) for some nice short term gains. Those gains covered losses in what remaining equities we had and actually resulted in a net positive day for us.
And to defy a client who in jest wondered if I was practicing “voodoo” in their accounts by having their net worth rise on a big down day (Being Irish automatically excludes any Voodoo ability) I went back to the TZA hoping for continued downside in US Markets, it didn’t happen and we incurred a 7% loss, so there.
What have we done lately? We continue to hold on to our municipal and taxable bond funds which account for approximately 40% of our assets. I still believe, lurking out there in the future is a market sell off in the 10% to 20% range. Eventually the S&P 500 has to touch the 200 day moving average which it hasn’t done since 2012. 2013 is the exception to the rule when it comes to revisiting the 200 day moving average.
However, new Fed chair Janet Yellen provided positive testimony to Congress about the state of the US economy and that stopped the selling last week.
We will be entering a short but strong seasonal period that should last into April. Hence we took some cash off the sideline and added to our minimal stock positions. But at most we’re only 50% invested in equities and 40% in bond funds, the remaining 10% is in cash.
Emerging markets have stabilized and that is providing strength to US large/multinational stocks which do quite a bit of business overseas. This large stock strength is coming at some expense to the type of small stocks we prefer causing a bit of lag in our accounts versus the indices. This is likely a short term phenomena.
While a market sell off can occur at most any time, seasonality still points to a peak in US stock prices in March/April 2014 where we can expect an approximate 6 months of net weakness. So caution is still advised.
There will a very good fat pitch coming to us in the September/October time frame and that’s the pitch we want to be ready for.
Brad
No positions
Two weeks ago for the first time in a very long time small regional banks started to show up on our model selection list. It was refreshing to see them after a half dozen years in financial Siberia and one of them appears will have a very good short term payoff. Just as in the case of Sun Healthcare in June, we’ve only had a short time to build the position but the position is in place for most client portfolios.
![CRBC.ashx](https://www.greeninvestment.com/blog/wp-content/uploads/2012/08/CRBC.ashx_.png)
Citizens Republic Bancorp is a small regional bank operating in Ohio, Michigan and Wisconsin.
Our client cost basis is in the $17 t0 $18 range which may not seem like much with the stock now trading at $19.17 up $1.53 on the day. Its the news that matters: CRBC announced it is hiring JP Morgan to seek a buyer for the bank.
Assuming JP Morgan can find a buyer the big question will be at what price. Here we have to dig into the financials of the bank:
CRBC Book Value: $26.53
Capital ratios are healthy and non-performing assets are improving.
Over the past three months insiders have purchased 11,200 shares.
Long CRBC
Despite a terrific first quarter, 2011 morphed into a miserable year as the combination of US political bickering and misplaced worry over the prospects of a European debt contagion caused both professional and individual investors to flee to ultra safe alternatives. What made 2011 especially maddening was that investors who did stick with equities chose to hold their assets in the Dow 30 stocks which became almost bond surrogates at the expense of small and mid cap equities. This bifurcated situation created one of the largest spreads ever in performance between the Dow Jones Industrial Index of 30 stocks (+1%) and the Russell 3000 (-7%).
Consistently ignored in second half of 2011 was improving domestic economic data: Improvements in Housing, Consumer Confidence, Auto Sales and Jobs was ignored by the deafening, attention grabbing headlines from Europe. Corporate earnings which are the primary driver of stock prices continued to grow at an approximate 10% pace and look to repeat this performance in 2012.
Despite the improving data, the consensus of opinion amongst investors is gloomy and that is where I believe the opportunity for 2012 is. Professional and individual investors have abandoned equities with a ferocity unseen since 2008 and are settling for yields in Treasuries in the 2% range. Simply put, at a yield of 2% it will take 36 years for the principal to double in value.
Investors having sold heavily in the second half of 2011 have likely discounted the bad news from Europe and the unfounded fears of a US recession. I seriously doubt renewed fears of European recession or budget issue can muster a second similar selloff. Domestic and European issues are well known and have a likely probability of diminishing in consequence.
It’s a frequently commented upon topic that the consensus view of economics and investing will usually be the strategy that bites you the hardest since it’s rare that the consensus view actually comes to fruition. Investing would be quite easy if that was the case, since you could simply find what the prevailing opinion was and invest accordingly.
For 2012 I offer what I believe will be five minority/contrarian views that have a better than average chance of being accurate in 2012.
1. The stock market has a very good year and our models and client portfolios have a very good year. The long term top of 1500 on the S&P 500 is a very good possibility by 2013 as
investors realize the fear driven mistakes of 2011 and move assets from bonds back to equities. A Romney victory would likely be a significant market positive (I am a Democrat) and could propel stocks to 1500 sooner than expected. Newt, on the other hand would likely be a major market headwind while the re-election of President Obama (the likeliest possibility) would be a moderate positive for stocks.
Investors who shunned small and mid-cap sized equities in favor of Index mutual funds and bonds had either minute gains or losses while the vast majority of Value portfolios had a terrible 10 months. The biggest groups of investors: Institutional, Hedge Funds and especially Individual investors are very poorly positioned with very high allocations to cash, gold and bonds.
It’s my belief that 2012 will be a year of mean reversion, where the investments that performed poorly in 2011 will produce outsized gains while bonds post negative returns and Indexes lag managed portfolios by a wide degree.
The 50 year average yield on the 10-year Treasury note is 6.6% and now its 2% while the 50 year average multiple on stocks is 15 times earnings, now it is at 12.
As mentioned in my blog previously: The US market risk premium (earnings yield minus the risk free rate of return) is at a 37 year high. This is another statistical metric highlighting the unusual value and upside potential in equities at present.
2. Treasury bonds will post negative returns in 2012.
I expect 10 year Treasury bond yields to rise in excess of 3.25% resulting from an expanding economy and less worldwide fear. The decline in bond values should provide the impetus for an asset allocation shift away from bonds and into stocks.
3. There will be no recession in the US and we will have at least one quarter where our GDP growth is in excess of 3%. Earnings growth in 2012 remains at a moderate 10% growth rate and the US Federal Reserve leaves interest rates unchanged which is very friendly to a rising stock market.
4. President Obama is re-elected. In my opinion the President’s electability will have much to do with the comparative un-electability of the Republican opposition. Be it Romney, Gingrich, Paul or Santorum, they all have major comparative flaws and would be hard pressed to gain the important Moderate electorate. If I’m wrong and Romney is elected, there is the possibility of reaching 1500 on the S&P 500 earlier than expected as his election would be viewed as a market positive.
5. The European Union will not crash. Problem solving in Democracies is almost always a messy proposition. Seamless and definitive political decisions are the hallmark of Authoritarian rule. Only until a crisis is upon the decision makers do they generally drop their political biases and come to an agreement. I don’t think that there will even be a defining moment when the Euro crisis has been solved; it will be from a series of decisions and actions rather than an all encompassing point in time.
Deep discounted financing (loans provided by central banks at very low interest rates) worked in 2008 to avert our banking crisis and they will likely work again for Europe. The import issue is that their banks simply get financing, the rate is of secondary importance.
Investment Status: Equity markets at present are in excellent shape with all major US indices breaking out to new rally highs. I believe it’s quite possible that that the rally will continue for several more months at least and that 1500 on the S&P 500 are attainable. As you can see in the chart below the SPX has been making a series of higher lows since September but our portfolios really began to out-perform in early December.
Another positive factor for equities over the next several months is that volatility continues to subside. This is necessary for investors to feel secure to deploy funds into equities and is frequently common in the early stages of new market rallies.
One of the biggest factors that I see driving markets higher in 2012 is that the alternative investments, particularly money market funds, CD’s and US Treasury Bills all pay under 1%. Should markets continue to move higher there will be a tremendous amount of cash coming out of those investments to seeking a higher rate of return. Investors may actually panic at the thought of being left out while their present fixed income returns so little.
All in all I expect that 2012 will result is a good year for our clients. Investor expectations are virtually nil and the masses have parked a huge amount of capital in ultra low yielding money markets and short term bonds. 1% returns are not going to help anyone in their retirement or capital growth plans. If equity markets continue to show strength and reduced volatility I do expect a very large asset allocation swap out of low-risk investments and into equities. Regarding equities, I am especially in favor of equities that had a rough year in 2011 due to their expected better than average risk / reward rather than the much beloved darlings like Apple and Google.
RMHI Model: There was no surprise that our investment model took a beating last year. Since my own retirement accounts are invested in the model as well, I can certainly identify with investor pain.
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)
The chart above is the hypothetical back-test of the RMHI model (without hedging) dating back to 2001 till the first week of 2012. Actual client portfolios have tracked very closely to the chart below and while 2011’s decline was severe the performance began to curl higher in December. The chart is divided into thirds and the blue line is the S&P 500, which appears as a simple flat line over 10 years due to its lack of net progress.
The best way to gauge the model will be to track its progress during our current rally and all appears positive at this present time. As of today (1/23/2012) equity portfolios year to date are up an average of 7.5% net of fees and expenses versus 3% for the S&P 500.
All in all, I expect a good to very good year.
Brad Pappas
This letter does not constitute an offer to provide investment advisory services or attempt to effect securities transactions in any state or jurisdiction where such an offer or the provision of such services would be prohibited. Such an offer can only be made in states where we are registered or where an exemption from registration exists. The purpose of this letter is solely for the dissemination of general information on products or services. Investment advice or the rendering of investment advice for compensation will not be made absent of compliance with the state investment advisor requirements. For information concerning the licensure status or disciplinary history of an investment advisor a consumer should contact their state securities law administration. The information contained on this website should not be construed as financial or investment advice on any subject matter. Rocky Mountain Humane investing expressly disclaims all liability in respect to actions taken based on any or all of the information on this letter. Rocky Mountain Humane Investing, Corp. does not warrant the accuracy of the materials provided herein, either expressly or impliedly, for any particular purpose and expressly disclaims any warranties of merchantability or fitness for a particular purpose. Rocky Mountain Humane Investing, Corp. will not be responsible for any loss or damage that could result from interception by third parties of any information made available to you via this site. Although the information provided to you on this site is obtained or compiled from sources we believe to be reliable, Rocky Mountain Humane Investing, Corp. cannot and does not guarantee the accuracy, validity, timeliness or completeness of any information or data made available to you for any particular purpose.
Its been no secret that 2011 has been a difficult year. A year that can make you doubt everything you’ve ever learned, tested and retested our models countless times even on vacation. (I refuse to allow the glare of the sun on the beach disable my ability to read our strategy test results on my Ipad. I know, that’s pretty pathetic.)
It should be a given to any investor that no strategy works wonderfully all the time, 2011 is enough to prove that. Long term investing has more to do with perseverance and discipline to your strategy regardless of your emotions and the market environment. With persistence, in the long run you should do quite well.
I’ve never made it a secret that I’ve been a fan of James O’Shaughnessy and his book: “What works on Wall Street”. The RMHI investment model is based on Shaughnessy’s “Trending Value” model but interpreted for Socially Responsible Investors.
But more importantly what strategy has worked the best for the past 50 years?
Well, Shaughnessy has released a new paper on “Trending Value” and it has trounced every other model that I’m aware of for the past 50 years.
“Its annualized return of 20.58% through Sept. 30 crushes the All Stocks benchmark (an equally weighted benchmark of stocks with an inflation adjusted market cap great than $200 million), which has a return of 10.71%. Plus, the Trending Value approach achieves its return with a volatility of 17.69%, lower than the benchmark’s 18.26%.
“The strategy makes use of one of the main innovations from the book: the use of a composite value factor. In the original publication, we identified price-to-sales as the most effective value factor. In this latest edition of the book, we have learned that a composite that combines several different value factors delivers stronger returns and more consistency than any individual factor.
By spreading our bets and ensuring that a stock is cheap in a variety of ways, we believe we can identify better stocks. One version of the composite value factor combines the following measures of value:
• Price-to-Sales
• Price-to-Earnings
• Price-to-Book
• Price-to-Cash Flow
• EBITDA/Enterprise Value
• Shareholder yield (dividend yield + rate of share repurchases)”
Now this gets interesting since RMHI has been using a composite model since the beginning of our model based strategy. It would be fair to say that we were one step ahead of Mr. O’Shaughnessy but now the gap is closing and I find that confirmation of research affirming our strategy a major confidence boost in a difficult environment.
Significant differences remain between O’Shaughnessy’s model and our own. Its impossible to know what the weighting of each criteria are since they have not been provided. In addition, the O’Shaughnessy model focuses on only holding stocks ranked in the top 10% of their ranking system while we have found that holding the top 1% versus the top 10% over time sharply improves returns.
Chart courtesy of American Association of Individual Investors
![chtOShauTinyTitans](https://www.greeninvestment.com/blog/wp-content/uploads/2011/12/chtOShauTinyTitans.gif)
It should be noted at this time that O’Shaughnessy does not have a public fund that exclusively advertises itself as “Trend Value” but many of the stocks highlighted on AAII as acceptable to the TV and included in his “Tiny Titans” screen are also stocks found in our portfolios in the recent past:
Material Sciences
Core Molding Technology
Datalink
Town Sports International – current RMHI long position
While its obvious to see that the volatility of the portfolio is greater than that of the S&P 500 the returns more than make up for it in the long run.
All the best,
Brad
Long CLUB
This may be premature but I’ve noticed that our portfolios have been outperforming for the past three days. That may not sound like much but I believe its an indication that the breadth of the market is improving and that the major indices are masking underlying strength.
When underlying market strength is weak, the major indexes that you can own via ETF’s or Index mutual funds tend to do relatively well. However, when underlying strength is weak there is a strong tendency for individual equities and small caps to outperform. This could be the case now, time will tell. It has been 10 months since we last outperformed so the tide may be turning.
We continue to hold Appliance Recycling Centers of America ARCI Green Plains Renewable Energy GPRE and have a small position in Perma Fix Environmental Solutions PESI.
Severe sell off in solar play First Solar FSLR a former high flying darling of the solar energy industry. FSLR came out with a statement that 2012 earnings will be roughly half of analysts expectations. We have no position in FSLR but I must say the price is getting interesting.
FSLR share price is $33.90
The balance sheet is solid: Book value is $46 which includes $8 in cash and the equivalent of approximately $7 in debt.
But the market cap is now below revenues, which indicates very good value.
Its probably too early to buy as the stock needs to stabilize and the source of the earnings weakness must be determined. Stating again for the umpteenth time: Europe is the primary source of Alt Energy revenues and Europe is cutting back severely through austerity programs to curb their debt. Alt Energy will be sacrificed in the meantime as for most countries its a discretionary expense.
Long ARCI, PESI and GPRE