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	<title>Smith Patrick Financial Advisors, LLC</title>
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	<link>http://www.smithpatrickadvisors.com</link>
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	<lastBuildDate>Mon, 20 May 2013 17:34:09 +0000</lastBuildDate>
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		<title>[Seeking Alpha] S&amp;P 500 Valuation: Earnings Expectations Versus Reality</title>
		<link>http://www.smithpatrickadvisors.com/archives/618</link>
		<comments>http://www.smithpatrickadvisors.com/archives/618#comments</comments>
		<pubDate>Mon, 20 May 2013 17:33:16 +0000</pubDate>
		<dc:creator>mcrews</dc:creator>
				<category><![CDATA[Uncategorized]]></category>

		<guid isPermaLink="false">http://www.smithpatrickadvisors.com/?p=618</guid>
		<description><![CDATA[Latest note at Seeking Alpha discussing my latest look at S&#38;P 500 earnings and broad market outlook as compared to current estimates of future earnings: &#160; 93% of companies in the S&#38;P 500 have reported earnings with current TTM As &#8230; <a href="http://www.smithpatrickadvisors.com/archives/618">Continue reading <span class="meta-nav">&#8594;</span></a>]]></description>
				<content:encoded><![CDATA[<p>Latest note at Seeking Alpha discussing my latest look at S&amp;P 500 earnings and broad market outlook as compared to current estimates of future earnings:</p>
<p>&nbsp;</p>
<ul>
<li><em>93% of companies in the S&amp;P 500 have reported earnings with current TTM As Reported EPS (AREPS) at $87.66, reflecting a decline of 2.4% on an inflation adjusted basis; peak cycle earnings on an inflation adjusted basis remain at $89.97 set in February of 2012.</em></li>
<li><em>10-year Cyclically Adjusted Price-to-Earning (CAPE) based on recent S&amp;P 500 prices stands at 24.0X compared to 21.8X a year ago; multiple expansion driven by a year-over-year price index increase of 17.6%, offset by 9% growth in CAPE earnings.</em></li>
<li><em>Forward earnings expectations reflect outsized growth of 25.5% and 22.9% on a nominal and real basis, respectively; this is in stark contrast to the recent deceleration of recent earnings relative to its 10-year trend.</em></li>
<li><em>Aggressive monetary policy remains the major catalyst supporting a constructive outlook on the equity markets and likely already discounted based on elevated valuations.</em></li>
<li><em>Recent earnings trends, questionable economic data, and imbalances in the financial and economic landscape suggest current growth expectations will not be met and risks remain to the down side.</em></li>
<li><em>Despite recent strength in defensive sectors, investors should be selective and focus on higher quality names with long track records of dividend and earnings growth through entire business cycles</em></li>
</ul>
<p>&nbsp;</p>
<p>For the complete article please follow <a href="http://seekingalpha.com/article/1443701-s-p-500-valuation-earnings-expectations-versus-reality">the link</a>.</p>
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		<title>Low-Volatility Investing</title>
		<link>http://www.smithpatrickadvisors.com/archives/613</link>
		<comments>http://www.smithpatrickadvisors.com/archives/613#comments</comments>
		<pubDate>Fri, 17 May 2013 14:41:02 +0000</pubDate>
		<dc:creator>mcrews</dc:creator>
				<category><![CDATA[Asset Allocation]]></category>
		<category><![CDATA[Wealth Management]]></category>

		<guid isPermaLink="false">http://www.smithpatrickadvisors.com/?p=613</guid>
		<description><![CDATA[There is short article at Morningstar today discussing low-volatility as an investing strategy.  I highlight it because at Smith Patrick, we are strong advocates of this type of investing. &#160; Volatility is the measure of the dispersion (range of results) &#8230; <a href="http://www.smithpatrickadvisors.com/archives/613">Continue reading <span class="meta-nav">&#8594;</span></a>]]></description>
				<content:encoded><![CDATA[<p>There is short article at Morningstar today discussing low-volatility as an investing strategy.  I highlight it because at Smith Patrick, we are strong advocates of this type of investing.</p>
<p>&nbsp;</p>
<p>Volatility is the measure of the dispersion (range of results) around an average.  The wider the dispersion/range then the higher the volatility measure.  In finance, volatility is a measure of risk.  We view volatility as part of the risk equation.  Increased volatility creates scenarios where true risk could be realized and that is loss of capital. This happens in situation such as 1) when investors must draw down an investment portfolio as depressed levels and 2) create an emotional roller coaster ride which leads to investors selling assets at the worst time.  Thus avoiding volatility is a handy tool to help remove the true risk of capital losses.</p>
<p>&nbsp;</p>
<p>From Morningstar:</p>
<p>&nbsp;</p>
<p id="titleLink" title="The Low-Volatility StrategyLow-volatility stocks tend to be big, boring, and dividend-paying.  HJ Heinz Company HNZ is a classic"><span style="color: #0000ff;"><em><a href="http://news.morningstar.com/articlenet/article.aspx?id=597257"><span style="color: #0000ff;"><strong><span style="font-size: medium;">The Low-Volatility Strategy </span></strong></span></a></em></span></p>
<p title="The Low-Volatility StrategyLow-volatility stocks tend to be big, boring, and dividend-paying.  HJ Heinz Company HNZ is a classic"> </p>
<p><em>Low-volatility stocks tend to be big, boring, and dividend-paying. H.J. Heinz is a classic example. Boom or bust, Heinz ketchup sells with clockwork regularity, insulating Heinz&#8217;s earnings from the business cycle. Stocks like Heinz are as bondlike as they can get. Interestingly, in nearly every market studied, low-volatility stocks have greatly outperformed high-volatility stocks on a risk-adjusted basis, a finding at odds with many investors&#8217; notions of risk and return.</em></p>
<p>&nbsp;</p>
<p><em>There are three compelling reasons why this may be the case. The best is leverage aversion. Investors who target above-market returns may be unwilling or unable to use leverage to reach their expected-return targets. By resorting to volatile stocks (more accurately, high-beta stocks), which theoretically should outperform less-volatile stocks, they hope to earn above-average profits. Ironically, their collective bet on high-beta stocks leads to low risk-adjusted returns. Another is the fact that high-volatility stocks are systematically overpriced by investors seeking &#8220;lottery tickets&#8221;&#8211;stocks with a small chance of huge upside (Tesla Motors (<a href="http://quote.morningstar.com/Switch.html?ticker=TSLA">TSLA</a>), for example). Finally, asset managers tied to benchmarks and unable to employ leverage actually have a disincentive to own low-volatility stocks with below-average expected returns, regardless of how fabulous the expected risk-adjusted returns may be, and an incentive to own high-volatility stocks with above-benchmark expected returns, even if their prospective risk-adjusted returns are terrible</em></p>
<p>&nbsp;</p>
<p>The Morningstar analyst goes on to highlight various ETFs (Exchange Traded Funds) that one can invest in to achieve a low-volatility investment strategy.  For those interested in low-volatility ETFs, I would suggest reviewing the PowerShares ETF line up, which has expanded its low-volatility ETF availability to include both international and emerging market regions and now by market cap size.</p>
<p>&nbsp;</p>
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		<title>Cognitive dissonance and Investing: Cyprus?</title>
		<link>http://www.smithpatrickadvisors.com/archives/596</link>
		<comments>http://www.smithpatrickadvisors.com/archives/596#comments</comments>
		<pubDate>Wed, 20 Mar 2013 13:31:57 +0000</pubDate>
		<dc:creator>mcrews</dc:creator>
				<category><![CDATA[Uncategorized]]></category>

		<guid isPermaLink="false">http://www.smithpatrickadvisors.com/?p=596</guid>
		<description><![CDATA[From Wikipedia: &#160; In modern psychology, cognitive dissonance is the feeling of discomfort when simultaneously holding two or more conflicting cognitions: ideas, beliefs, values or emotional reactions. In a state of dissonance, people may sometimes feel &#8220;disequilibrium&#8221;: frustration, hunger, dread, &#8230; <a href="http://www.smithpatrickadvisors.com/archives/596">Continue reading <span class="meta-nav">&#8594;</span></a>]]></description>
				<content:encoded><![CDATA[<p>From Wikipedia:</p>
<p>&nbsp;</p>
<p><em>In modern <a title="Psychology" href="http://en.wikipedia.org/wiki/Psychology">psychology</a>, <b>cognitive dissonance</b> is the feeling of discomfort when simultaneously holding two or more conflicting <a title="Cognition" href="http://en.wikipedia.org/wiki/Cognition">cognitions</a>: ideas, beliefs, values or emotional reactions. In a state of dissonance, people may sometimes feel &#8220;disequilibrium&#8221;: frustration, hunger, dread, guilt, anger, embarrassment, anxiety, etc.</em></p>
<p>&nbsp;</p>
<p>Now how about these headlines appearing today on popular financial news sites:</p>
<p>&nbsp;</p>
<h1>Cyprus is euro zone’s very own Lehman moment</h1>
<h1>Buy ‘Still Cheap’ US Stocks, Ignore Cyprus: Pro</h1>
<p>&nbsp;</p>
<p>If that doesn&#8217;t create dissonance I don&#8217;t know what will. From &#8220;The Psychology of Investing&#8221; by John Nofsinger</p>
<p>&nbsp;</p>
<p><em>Investors seek to reduce psychological pain by adjusting their beliefs about the success of past investment choices.  For example, at one point in time, an investor will make a decision to purchase a mutual fund.  Over time, performance information about the fund will either validate or put into question the wisdom of picking that mutual fund.  To reduce cognitive dissonance, the investor&#8217;s brain will filter out or reduce the negative information and fixate on the positive information&#8230;.</em></p>
<p>&nbsp;</p>
<p>I bring this up because depending on what market valuation tools an investor could argue that today&#8217;s stock market is undervalued (Fed Model) or overvalued (Shiller PE10).  Likely depending on your &#8220;ideas, beliefs, values&#8221; you are likely to focus on one or the other.  From John Hussman and his <a href="http://hussmanfunds.net/wmc/wmc130318.htm">weekly note</a> sums it up:</p>
<p>&nbsp;</p>
<p>&#8220;<em>No market condition is permanent, and even the late-1990’s advance included periods where favorable trend-following measures were not joined by hostile syndromes of overbought, overbullish conditions. If you believe that stocks will continue to advance in the months and years ahead, with no intervening bear market decline, those instances are the main points where “don’t fight the trend” might outweigh negative return/risk considerations more generally. For longer-term investors, consider the prospective return you can expect to achieve over time if you are buying, and that you can expect to forego if you are selling. Compare this with your tolerance for volatility, missed short-term returns, and deep interim losses. All of this is what I know and believe. It’s fine to believe something else. But please – insist on supporting evidence and long-term data</em>. <em><strong>The Tinker Bell approach just won’t cut it.</strong></em>&#8220;</p>
<p>&nbsp;</p>
<p>And that Tinker Bell approach is created in my opinion by the cognitive dissonance just discussed.  How you consider Cyprus might be telling of your own view? I focus on Shiller PE10 and believe this is the most pragmatic way to approach investing given that the business cycle exists and there will always be ups and downs.  I believe Cyprus is a risk but it hasn&#8217;t changed my investment strategy nor should it change yours.  Your strategy should be able to coexist with such issues otherwise investment returns will likely be negatively impacted.</p>
<p>&nbsp;</p>
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		<title>[Seeking Alpha] Industrial Sector Review: Defense Stocks in the Bargain Bin</title>
		<link>http://www.smithpatrickadvisors.com/archives/590</link>
		<comments>http://www.smithpatrickadvisors.com/archives/590#comments</comments>
		<pubDate>Fri, 15 Mar 2013 20:06:32 +0000</pubDate>
		<dc:creator>mcrews</dc:creator>
				<category><![CDATA[Equity Valuation]]></category>
		<category><![CDATA[EVA]]></category>
		<category><![CDATA[General Market Commentary]]></category>

		<guid isPermaLink="false">http://www.smithpatrickadvisors.com/?p=590</guid>
		<description><![CDATA[With the global business cycle (possibly) shifting out of first gear, we continue to look for mid-cycle industries to outperform the early cycle names found in the consumer discretionary and financial sectors. Last week we looked for opportunities in the &#8230; <a href="http://www.smithpatrickadvisors.com/archives/590">Continue reading <span class="meta-nav">&#8594;</span></a>]]></description>
				<content:encoded><![CDATA[<p>With the global business cycle (possibly) shifting out of first gear, we continue to look for mid-cycle industries to outperform the early cycle names found in the consumer discretionary and financial sectors. Last week we looked for opportunities in the material sector, which saw a <a href="http://seekingalpha.com/article/1228691-material-sector-review-a-mixed-bag-of-valuations">mixed bag</a> of valuations at best. This week&#8217;s sector review of industrial names shows more reasonable valuations as a group and some promise for contrarian investors willing to own companies tied to the U.S. defense budget.</p>
<p>As shown in figure 1, the S&amp;P 500 Industrial sector (<a title="Industrial Select Sector SPDR ETF" href="http://seekingalpha.com/symbol/xli">XLI</a>) as a group has underperformed the broad market since 1H&#8217;11. Since October of last year, the group has shown some improvement against the overall index.</p>
<p>continued &#8230;.<a href="http://seekingalpha.com/article/1277901-industrial-sector-review-defense-stocks-in-the-bargain-bin"> click here</a></p>
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		<title>Bogleheads on Shiller PE10</title>
		<link>http://www.smithpatrickadvisors.com/archives/550</link>
		<comments>http://www.smithpatrickadvisors.com/archives/550#comments</comments>
		<pubDate>Mon, 11 Mar 2013 20:54:21 +0000</pubDate>
		<dc:creator>mcrews</dc:creator>
				<category><![CDATA[Asset Allocation]]></category>
		<category><![CDATA[Equity Valuation]]></category>

		<guid isPermaLink="false">http://www.smithpatrickadvisors.com/?p=550</guid>
		<description><![CDATA[I recently had an article published at Seeking Alpha on our current view of market valuations using the cyclically adjusted Shiller PE10.  &#160; I was interested to catch some recent commentary from bogleheads (named after Jack Bogle of Vanguard fame) &#8230; <a href="http://www.smithpatrickadvisors.com/archives/550">Continue reading <span class="meta-nav">&#8594;</span></a>]]></description>
				<content:encoded><![CDATA[<p>I recently had an article published at Seeking Alpha on our current view of market valuations using the cyclically adjusted Shiller PE10. </p>
<p>&nbsp;</p>
<p>I was interested to catch some recent commentary from bogleheads (named after Jack Bogle of Vanguard fame) on the Shiller PE10. The thread can be found <a title="Shiller PE10 nearing nosebleed territory?" href="http://www.bogleheads.org/forum/viewtopic.php?f=10&amp;t=112450&amp;sid=9dc50b78c33512e0e06b388207c2b7a0">here</a>.</p>
<p>&nbsp;</p>
<p>One interesting note that came out of the thread besides some heavy hitters in the passive index investment world providing commentary was a <a href="https://institutional.vanguard.com/VGApp/iip/site/institutional/researchcommentary/article/InvResForecastingStock">research paper</a> by Vanguard titled &#8220;Forecasting Stock Returns&#8221;.  Notice (image provided below) that the Shiler PE 10 while argued to be of some value, had the highest R-squared value at .43. Therefore of the group, it is still the best indicator for long-term future stock returns despite the figure title.</p>
<p style="text-align: center;"><img class="aligncenter" alt="" 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width="581" height="450" /></p>
<p>&nbsp;</p>
<p>From Harvey Campbell in a paper on global tactical allocations:</p>
<p>&nbsp;</p>
<p><em>"Predictability is often assessed via so-called R-squares in regressions. An R-square measures how much of the variation in returns that can be attributed to the conditional information variables.  It is common to find predictability of between 1% and 10% in terms of R-squares (depending on which type of asset, market, or sample period that is considered). Predictability has been shown to be particularly strong at longer horizons (3-5 years), with R-squares as high as 30%."</em></p>
<p>&nbsp;</p>
<p>The paper goes on to discuss predictability ...</p>
<p>&nbsp;</p>
<p><em>"In fact, one does not need much predictability to impact the asset allocation process.  Kandel and Stambaugh (1996) find that even with low precision (an R-square of only 2%), asset allocation can be dramatically altered as a result of the predictions. ... That is, moderate predictability can be of large economic importance."</em></p>
<p>&nbsp;</p>
<p>Global Tactical Asset Allocation by Magnus Dahlquist and Campbell R. Harvey (Jan 31, 2001)</p>
<p>&nbsp;</p>
<p>Now I understand one is relating to future returns and the other to business cycle and asset allocations -- but, I believe the negative view from Vanguard relates to the inability to capture the cyclicality of  the investment time period.  I believe that to explain future returns one would be required to include additional conditional information to fine tune expectations such as interest rates etc.</p>
<p>&nbsp;</p>
]]></content:encoded>
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		<slash:comments>0</slash:comments>
		</item>
		<item>
		<title>[Seeking Alpha] S&amp;P Valuation: Shiller CAPE Heresy Edition</title>
		<link>http://www.smithpatrickadvisors.com/archives/545</link>
		<comments>http://www.smithpatrickadvisors.com/archives/545#comments</comments>
		<pubDate>Mon, 11 Mar 2013 20:34:46 +0000</pubDate>
		<dc:creator>mcrews</dc:creator>
				<category><![CDATA[Asset Allocation]]></category>
		<category><![CDATA[Equity Valuation]]></category>
		<category><![CDATA[General Market Commentary]]></category>

		<guid isPermaLink="false">http://www.smithpatrickadvisors.com/?p=545</guid>
		<description><![CDATA[&#8220;Value-oriented&#8221; investors are often frustrated by the decade-long over-valuation of the S&#38;P 500 (SPY) as measured by cyclically adjusted methods such as Professor Shiller&#8217;s CAPE (Cyclically Adjusted Price-to-Earnings) framework. Given the bull market since 2009, maybe it is time to &#8230; <a href="http://www.smithpatrickadvisors.com/archives/545">Continue reading <span class="meta-nav">&#8594;</span></a>]]></description>
				<content:encoded><![CDATA[<p>&#8220;Value-oriented&#8221; investors are often frustrated by the decade-long over-valuation of the S&amp;P 500 (<a title="SPDR S&amp;P 500 Trust ETF" href="http://seekingalpha.com/symbol/spy">SPY</a>) as measured by cyclically adjusted methods such as Professor Shiller&#8217;s CAPE (Cyclically Adjusted Price-to-Earnings) framework. Given the bull market since 2009, maybe it is time to shelve the CAPE permanently? I&#8217;m sure most value-oriented investors are also pragmatic!</p>
<p>This pragmatist says that now is not the time to shelve CAPE and the rest of the note explains the risks if you do. To quote George Santayana:</p>
<p>&nbsp;</p>
<p><em>Those who cannot remember the past are condemned to repeat it</em></p>
<p>&nbsp;</p>
<p>To continue reading &#8230;. <a href="http://seekingalpha.com/article/1239071-s-p-valuation-shiller-cape-heresy-edition">click here</a></p>
]]></content:encoded>
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		</item>
		<item>
		<title>[Seeking Alpha]  Material Sector Review: A Mixed Bag Of Valuations</title>
		<link>http://www.smithpatrickadvisors.com/archives/503</link>
		<comments>http://www.smithpatrickadvisors.com/archives/503#comments</comments>
		<pubDate>Wed, 27 Feb 2013 14:53:24 +0000</pubDate>
		<dc:creator>mcrews</dc:creator>
				<category><![CDATA[Uncategorized]]></category>

		<guid isPermaLink="false">http://www.smithpatrickadvisors.com/?p=503</guid>
		<description><![CDATA[Looking at the global economy &#8211; the last peak was set in early 2011 based on global PMI manufacturing data. Not surprisingly, the typically late-cycle S&#38;P 500 Material Sector (XLB) has underperformed relative to the broader S&#38;P 500 index (SPY). &#8230; <a href="http://www.smithpatrickadvisors.com/archives/503">Continue reading <span class="meta-nav">&#8594;</span></a>]]></description>
				<content:encoded><![CDATA[<p>Looking at the global economy &#8211; the last peak was set in early 2011 based on global PMI manufacturing data. Not surprisingly, the typically late-cycle S&amp;P 500 Material Sector (<a title="" href="http://seekingalpha.com/symbol/xlb">XLB</a>) has underperformed relative to the broader S&amp;P 500 index (<a title="" href="http://seekingalpha.com/symbol/spy">SPY</a>). However, since last fall it looks as though the bottom is being put in and therefore it is time to look under the hood for potential investment opportunities.</p>
<p><a href="http://seekingalpha.com/article/1228691-material-sector-review-a-mixed-bag-of-valuations">Continued</a> (Seeking Alpha link) &#8230;</p>
]]></content:encoded>
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		</item>
		<item>
		<title>[Seeking Alpha]  The 4 Horsemen Riding To The End Of The Secular Bear Market</title>
		<link>http://www.smithpatrickadvisors.com/archives/500</link>
		<comments>http://www.smithpatrickadvisors.com/archives/500#comments</comments>
		<pubDate>Wed, 27 Feb 2013 14:49:23 +0000</pubDate>
		<dc:creator>mcrews</dc:creator>
				<category><![CDATA[General Market Commentary]]></category>
		<category><![CDATA[Secular Bear Market]]></category>

		<guid isPermaLink="false">http://www.smithpatrickadvisors.com/?p=500</guid>
		<description><![CDATA[The telecom and internet bubble of the late 90s marked the end to the last secular bull market in early 2000. What were known as the Four Horsemen were the poster child technology stocks of that era. It could just &#8230; <a href="http://www.smithpatrickadvisors.com/archives/500">Continue reading <span class="meta-nav">&#8594;</span></a>]]></description>
				<content:encoded><![CDATA[<p>The telecom and internet bubble of the late 90s marked the end to the last secular bull market in early 2000. What were known as the Four Horsemen were the poster child technology stocks of that era. It could just be that these Four Horseman otherwise known as Cisco (<a title="" href="http://seekingalpha.com/symbol/csco">CSCO</a>), Dell (<a title="" href="http://seekingalpha.com/symbol/dell">DELL</a>), Intel (<a title="" href="http://seekingalpha.com/symbol/intc">INTC</a>), and Microsoft (<a title="" href="http://seekingalpha.com/symbol/msft">MSFT</a>) are leading indicators signaling that the secular bear market is drawing closer to an end.</p>
<p>Lawrence Fuller&#8217;s <a href="http://seekingalpha.com/article/1220371-sorry-bulls-but-this-is-still-a-secular-bear-market">article</a> provides a link to an <a href="http://www.stansberryresearch.com/dailywealth/898/the-difference-between-secular-and-cyclical-bear-markets" rel="nofollow">eloquent description</a> of a secular bear and bull market, by Barton Biggs. As an investor, the following passage by Mr. Biggs regarding valuations is important to note:</p>
<blockquote>
<p><i>Secular bear markets in the past have always taken valuations back to the levels at which the preceding bull market started, or even lower. Price to book value is the most stable measure of value, because it is not sensitive to the cyclical swings of the economy as all measures of earnings are.</i></p>
</blockquote>
<p>At the end of the last secular bear market in 1982 &#8211; the Shiller CAPE bottomed at 6.6X in July of 1982. For the entire year of 1982, the Shiller CAPE averaged 7.4X. In the months surrounding the 2009 bottom, which some are defining as the start of a new secular bull market &#8211; the Shiller CAPE low of 13.3X was set in March 2009 and the average around that low was 15.9X. Clearly by Mr. Biggs&#8217; definition, valuations in 2009 did not go low enough.</p>
<p><a href="http://seekingalpha.com/article/1228611-the-4-horsemen-riding-to-the-end-of-the-secular-bear-market">Continued </a>(link to Seeking Alpha) &#8230;.</p>
]]></content:encoded>
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		</item>
		<item>
		<title>[Seeking Alpha]  The Paint Is A Bit Rosy For This Housing Recovery Play</title>
		<link>http://www.smithpatrickadvisors.com/archives/494</link>
		<comments>http://www.smithpatrickadvisors.com/archives/494#comments</comments>
		<pubDate>Mon, 25 Feb 2013 18:37:18 +0000</pubDate>
		<dc:creator>mcrews</dc:creator>
				<category><![CDATA[Uncategorized]]></category>

		<guid isPermaLink="false">http://www.smithpatrickadvisors.com/?p=494</guid>
		<description><![CDATA[Most investors are surely now considering that the housing market has entered into a long-term recovery mode. The reality is that the U.S. housing market is one of the bright spots when looking at sources of global economic growth. &#160; &#8230; <a href="http://www.smithpatrickadvisors.com/archives/494">Continue reading <span class="meta-nav">&#8594;</span></a>]]></description>
				<content:encoded><![CDATA[<p>Most investors are surely now considering that the housing market has entered into a long-term recovery mode. The reality is that the U.S. housing market is one of the bright spots when looking at sources of global economic growth.</p>
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<p>Therefore it is no surprise to see companies tied to the housing market do well in the equity markets. These often become story stocks that are bought as ways to benefit from certain trends such as the aforementioned housing market recovery. It is questionable how much attention is actually paid towards valuation or fundamentals in these situations. In our universe of companies that fall into the &#8220;high quality&#8221; realm as rated by Standard &amp; Poor&#8217;s &#8211; Sherwin-Williams (<a title="" href="http://seekingalpha.com/symbol/shw">SHW</a>) is one of those companies.</p>
<p><a href="http://seekingalpha.com/article/1212241-the-paint-is-a-bit-rosy-for-this-housing-recovery-play">Continued &#8230;. </a></p>
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		<title>Infinite Duration Bonds</title>
		<link>http://www.smithpatrickadvisors.com/archives/489</link>
		<comments>http://www.smithpatrickadvisors.com/archives/489#comments</comments>
		<pubDate>Tue, 19 Feb 2013 15:23:57 +0000</pubDate>
		<dc:creator>mcrews</dc:creator>
				<category><![CDATA[Dividend Stocks]]></category>
		<category><![CDATA[Warren Buffett]]></category>

		<guid isPermaLink="false">http://www.smithpatrickadvisors.com/?p=489</guid>
		<description><![CDATA[With interest rates as low as they are in fixed income securities, there has been much deliberation about the investments in equities that pay dividends. From that I have felt that income investors should consider dividends of stable blue chip &#8230; <a href="http://www.smithpatrickadvisors.com/archives/489">Continue reading <span class="meta-nav">&#8594;</span></a>]]></description>
				<content:encoded><![CDATA[<p>With interest rates as low as they are in fixed income securities, there has been much deliberation about the investments in equities that pay dividends. From that I have felt that income investors should consider dividends of stable blue chip companies in terms of bonds.</p>
<p>&nbsp;</p>
<p>Therefore I found the following comments from Steven Romick, portfolio manager of the FPA Crescent Fund, regarding one of their equity investments as an &#8220;infinite duration bond&#8221;.  I think this is a great concept that should be discussed more.  There are a few theoretical papers out there that attempt to measure the duration of equities and even an index like the S&amp;P 500.  So while I would argue infinite might be extreme, the concept is still valid.</p>
<p>&nbsp;</p>
<p>The bottom line is that when you see an investor such as Warren Buffett take on significant leverage to purchase and &#8220;infinite duration bond&#8221; such as H.J. Heinz Company then you get the sense that it is a real concept that should be better understood.</p>
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