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		<title>Estimating Beta-Based Expected Returns</title>
		<link>http://www.dividendtree.net/commentary/estimating-beta-based-expected-returns/</link>
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		<pubDate>Wed, 18 Feb 2009 04:40:31 +0000</pubDate>
		<dc:creator>Dividend Tree</dc:creator>
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		<description><![CDATA[In today’s post, I am discussing the concept of stock’s beta value and how it helps us understand stocks expected returns. What is Stock’s Beta Value? In its simplistic form, beta is a measure of any individual stock’s risk (or movement) relative to the overall stock market risk (or movement). Since in Unites States, the [...]]]></description>
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<p class="MsoNormal" style="text-align: left;"><span style="font-size: 10pt; font-family: Verdana;">In today’s post, I am discussing the concept of stock’s beta value and how it helps us understand stocks expected returns.<span> </span></span></p>
<p class="MsoNormal" style="text-align: left;"><span style="font-size: 10pt; font-family: Verdana;"> </span></p>
<p class="MsoNormal" style="text-align: left;"><strong><span style="font-size: 10pt; font-family: Verdana;">What is Stock’s Beta Value?</span></strong></p>
<p class="MsoNormal" style="text-align: left;"><span style="font-size: 10pt; font-family: Verdana;">In its simplistic form, beta is a measure of any individual stock’s risk (or movement) relative to the overall stock market risk (or movement). Since in Unites States, the overall stock market is represented by S&amp;P500 index, Beta for individual stocks is measured relative to S&amp;P500 index. Now, we can extend this relative measure to monthly returns (instead of price movements). If we compare the monthly return of individual stock to monthly return of S&amp;P500 index, then it helps us put an expectation on our returns. <span id="more-167"></span></span></p>
<p class="MsoNormal" style="text-align: left;"><span style="font-size: 10pt; font-family: Verdana;"> </span><strong><span style="font-size: 10pt; font-family: Verdana;">How to calculate Beta?</span></strong></p>
<p class="MsoNormal" style="text-align: left;"><span style="font-size: 10pt; font-family: Verdana;">The formula for calculating Beta is written as:</span></p>
<p class="MsoNormal" style="text-align: left;"><span style="font-size: 10pt; font-family: Verdana;"> </span></p>
<p class="MsoNormal" style="margin-left: 36pt; text-align: left;"><span style="font-size: 10pt; font-family: Verdana;">Beta = Covariance (stock vs. market returns) / Variance (market)</span></p>
<p class="MsoNormal" style="text-align: left;"><span style="font-size: 10pt; font-family: Verdana;"> </span></p>
<p class="MsoNormal" style="text-align: left;"><span style="font-size: 10pt; font-family: Verdana;">Let us take an example, where we want to calculate the Beta for monthly returns (relative to market). We will calculate 10 year Beta for KMB. We will use a simple linear regression method that can be implemented using Microsoft’s Excel or Google’s spreadsheet. The <a href="http://spreadsheets.google.com/pub?key=pLJdMAzp_eo9jsFo5seI-Fg" rel="nofollow"  target="_blank">spread sheet on this link</a> shows the calculations.</span></p>
<p class="MsoNormal" style="text-align: left;"><span style="font-size: 10pt; font-family: Verdana;"> </span></p>
<p class="MsoNormal" style="text-align: left; padding-left: 30px;"><span style="font-size: 10pt; font-family: Verdana;">Step 1 (Column B):</span></p>
<p class="MsoNormal" style="text-align: left; padding-left: 30px;"><span style="font-size: 10pt; font-family: Verdana;">Download S&amp;P500 index history from January 1998 to December 2008, i.e. monthly closing value. Sort the data in ascending order, such that January 1998 for index and stock are aligned.<span> </span></span></p>
<p class="MsoNormal" style="text-align: left; padding-left: 30px;"><span style="font-size: 10pt; font-family: Verdana;"> </span></p>
<p class="MsoNormal" style="text-align: left; padding-left: 30px;"><span style="font-size: 10pt; font-family: Verdana;">Step 2 (Column C): </span></p>
<p class="MsoNormal" style="text-align: left; padding-left: 30px;"><span style="font-size: 10pt; font-family: Verdana;">Download price history from January 1998 to December 2008, i.e. monthly closing price of KMB, from any web portal. I used Yahoo Finance. Sort the data in ascending order. </span></p>
<p class="MsoNormal" style="text-align: left; padding-left: 30px;"><span style="font-size: 10pt; font-family: Verdana;"> </span></p>
<p class="MsoNormal" style="text-align: left; padding-left: 30px;"><span style="font-size: 10pt; font-family: Verdana;">Step 3 (Column D): </span></p>
<p class="MsoNormal" style="text-align: left; padding-left: 30px;"><span style="font-size: 10pt; font-family: Verdana;">Calculate the monthly returns by (Cell B3 – Cell B2) / (Cell B2). Calculate this until December 2008. Column D will now have monthly returns for past 10 years. </span></p>
<p class="MsoNormal" style="text-align: left; padding-left: 30px;"><span style="font-size: 10pt; font-family: Verdana;"> </span></p>
<p class="MsoNormal" style="text-align: left; padding-left: 30px;"><span style="font-size: 10pt; font-family: Verdana;">Step 4 (Column E): </span></p>
<p class="MsoNormal" style="text-align: left; padding-left: 30px;"><span style="font-size: 10pt; font-family: Verdana;">Similarly, calculate the monthly returns for KMB in column E. </span></p>
<p class="MsoNormal" style="text-align: left; padding-left: 30px;"><span style="font-size: 10pt; font-family: Verdana;"> </span></p>
<p class="MsoNormal" style="text-align: left; padding-left: 30px;"><span style="font-size: 10pt; font-family: Verdana;">Step 5 (Cell H8): </span></p>
<p class="MsoNormal" style="text-align: left; padding-left: 30px;"><span style="font-size: 10pt; font-family: Verdana;">Calculating the Beta value using the formula mentioned above. </span></p>
<p class="MsoNormal" style="margin-left: 27pt; text-align: left; padding-left: 30px;"><span style="font-size: 10pt; font-family: Verdana;">= <strong>covariance </strong>(stock vs.<span> </span>market index returns) <strong>/</strong> <strong>variance </strong>(market index returns) </span></p>
<p class="MsoNormal" style="margin-left: 27pt; text-align: left; padding-left: 30px;"><span style="font-size: 10pt; font-family: Verdana;">= COVAR(E3:E133,D3:D133)/VARP(D3:D133)</span></p>
<p class="MsoNormal" style="margin-left: 27pt; text-align: left; padding-left: 30px;"><span style="font-size: 10pt; font-family: Verdana;">= 0.44</span></p>
<p class="MsoNormal" style="text-align: left; padding-left: 30px;"><span style="font-size: 10pt; font-family: Verdana;"> </span></p>
<p class="MsoNormal" style="text-align: left; padding-left: 30px;"><span style="font-size: 10pt; font-family: Verdana;">Step 6: The Beta value for monthly return for KMB of 0.44. </span></p>
<p class="MsoNormal" style="text-align: left;"><span style="font-size: 10pt; font-family: Verdana;"> </span></p>
<p class="MsoNormal" style="text-align: left;"><span style="font-size: 10pt; font-family: Verdana;">What this means is the stock of KMB returns 0.44 times the S&amp;P500 index. It can also be interpreted as that volatility (or risk) of this stock is less than market index.<span> </span></span></p>
<p class="MsoNormal" style="text-align: left;"><span style="font-size: 10pt; font-family: Verdana;"> </span></p>
<p class="MsoNormal" style="text-align: left;"><span style="font-size: 10pt; font-family: Verdana;"> </span></p>
<ul style="text-align: left;">
<li><!--[if !supportLists]--><span style="font-size: 10pt; font-family: Symbol;"><span></span></span><span style="font-size: 10pt; font-family: Verdana;">Beta value greater than 1 &#8211; The stock&#8217;s price experiences movements that are greater (more volatile and/or risk) than the stock market.</span></li>
<li><!--[if !supportLists]--><span style="font-size: 10pt; font-family: Symbol;"><span></span></span><!--[endif]--><span style="font-size: 10pt; font-family: Verdana;">Beta value less than 1 &#8211; The stock&#8217;s price movements, or swings, are less than those of the market. </span></li>
<li><!--[if !supportLists]--><span style="font-size: 10pt; font-family: Symbol;"><span><span style="font-family: &quot;Times New Roman&quot;; font-style: normal; font-variant: normal; font-weight: normal; font-size: 7pt; line-height: normal; font-size-adjust: none; font-stretch: normal; -x-system-font: none;"> </span></span></span><!--[endif]--><span style="font-size: 10pt; font-family: Verdana;">Beta value equal to 1 – The stock moves in tandem with the market</span></li>
</ul>
<p style="text-align: left;"><span style="font-size: 10pt; font-family: Verdana;">Now that we know the stock’s Beta value, it can used to calculate the expected return. This calculation is based on Capital Asset Pricing Model (CAPM). It uses risk-free investments, expectations of the stock market, and stock Beta values. While discussing CAPM is a topic in itself, here I am only showing the simple mathematical model. The expected return (ER) is calculated as:</span><strong></strong></p>
<p class="MsoNormal" style="text-align: left;"><span style="font-size: 10pt; font-family: Verdana;"> </span></p>
<p class="MsoNormal" style="text-align: left;"><span style="font-size: 10pt; font-family: Verdana;"> </span></p>
<p class="MsoNormal" style="text-align: left;"><span style="font-size: 10pt; font-family: Verdana;"> </span></p>
<p class="MsoNormal" style="margin-left: 27pt; text-align: left;"><strong><span style="font-size: 10pt; font-family: Verdana;">ER = (risk free return) + (Beta) x (expected market return – risk free return)</span></strong></p>
<p class="MsoNormal" style="text-align: left;"><span style="font-size: 10pt; font-family: Verdana;"> </span></p>
<p class="MsoNormal" style="text-align: left; text-indent: 27pt;"><span style="font-size: 10pt; font-family: Verdana;">Where: </span></p>
<ul style="text-align: left;">
<li><!--[if !supportLists]--><span style="font-size: 10pt; font-family: Symbol;"><span><span style="font-family: &quot;Times New Roman&quot;; font-style: normal; font-variant: normal; font-weight: normal; font-size: 7pt; line-height: normal; font-size-adjust: none; font-stretch: normal; -x-system-font: none;"> </span></span></span><!--[endif]--><span style="font-size: 10pt; font-family: Verdana;">Risk free return – Typically, this is the interest rate one would get from US treasury bills. The 10 year treasury yield is 2.76% during February 2009. I am actually intrigued by the fact that it uses the lowest possible risk free return. Why not use FDIC insured high yielding money market account?<span> </span></span></li>
<li><!--[if !supportLists]--><span style="font-size: 10pt; font-family: Symbol;"><span><span style="font-family: &quot;Times New Roman&quot;; font-style: normal; font-variant: normal; font-weight: normal; font-size: 7pt; line-height: normal; font-size-adjust: none; font-stretch: normal; -x-system-font: none;"> </span></span></span><!--[endif]--><span style="font-size: 10pt; font-family: Verdana;">Beta &#8211; it provides stock’s relationship with the market.<span> </span></span></li>
<li><!--[if !supportLists]--><span style="font-size: 10pt; font-family: Symbol;"><span><span style="font-family: &quot;Times New Roman&quot;; font-style: normal; font-variant: normal; font-weight: normal; font-size: 7pt; line-height: normal; font-size-adjust: none; font-stretch: normal; -x-system-font: none;"> </span></span></span><!--[endif]--><span style="font-size: 10pt; font-family: Verdana;">Expected market return – It is the expected market return from a stock market indicator such as the S&amp;P500.  Over the last 15 to 20 years, the general consensus among many estimates is that S&amp;P500 has yielded average annual return of approximately 8%.</span></li>
</ul>
<p class="MsoNormal" style="text-align: left;"><span style="font-size: 10pt; font-family: Verdana;"> </span></p>
<p class="MsoNormal" style="text-align: left;"><span style="font-size: 10pt; font-family: Verdana;">In our example for KMB, expected return can be calculated as:</span></p>
<p class="MsoNormal" style="text-align: left;"><span style="font-size: 10pt; font-family: Verdana;"><span> </span></span></p>
<p class="MsoNormal" style="margin-left: 27pt; text-align: left;"><span style="font-size: 10pt; font-family: Verdana;">ER = 2.76% + 0.44 x (8.0% – 2.76%)</span></p>
<p class="MsoNormal" style="margin-left: 27pt; text-align: left;"><span style="font-size: 10pt; font-family: Verdana;"><span> </span>= 5.04%</span></p>
<p class="MsoNormal" style="text-align: left;"><span style="font-size: 10pt; font-family: Verdana;"> </span></p>
<p class="MsoNormal" style="text-align: left;"><span style="font-size: 10pt; font-family: Verdana;">What this means is, that the 10 year expected return for KMB stock is 5.04%. What this shows is, with low risk/volatility relative the market comes the stock’s low returns compared to the market. </span></p>
<p class="MsoNormal" style="text-align: left;"><span style="font-size: 10pt; font-family: Verdana;"> </span></p>
<p class="MsoNormal" style="text-align: left;"><span style="font-size: 10pt; font-family: Verdana;">Few important issues that we need to understand:</span></p>
<ul style="text-align: left;">
<li><!--[if !supportLists]--><span style="font-size: 10pt; font-family: Symbol;"><span><span style="font-family: &quot;Times New Roman&quot;; font-style: normal; font-variant: normal; font-weight: normal; font-size: 7pt; line-height: normal; font-size-adjust: none; font-stretch: normal; -x-system-font: none;"> </span></span></span><!--[endif]--><span style="font-size: 10pt; font-family: Verdana;">This calculated expected return is not relative to individual investor’s investment. It is relative to the stock market index represented by S&amp;P500. The individual investor’s personal return will depend upon each individual cost basis.<span> </span></span></li>
<li><!--[if !supportLists]--><span style="font-size: 10pt; font-family: Symbol;"><span></span></span><!--[endif]--><span style="font-size: 10pt; font-family: Verdana;">This calculated expected return does not include returns due to dividends. </span></li>
<li><!--[if !supportLists]--><span style="font-size: 10pt; font-family: Symbol;"><span></span></span><!--[endif]--><span style="font-size: 10pt; font-family: Verdana;">This calculated expected return is based on the Beta calculated using past historical data. It may be reflect the future relative movements of stock vs. market index. </span></li>
</ul>
<p class="MsoNormal" style="text-align: left;"><span style="font-size: 10pt; font-family: Verdana;"> </span></p>
<p style="text-align: left;"><span style="font-size: 10pt; font-family: Verdana;">In future posts, I will discuss how individual investors can calculate (or develop simple model) the dividend portfolio’s (1) expected dividend growth rate; and (2) Beta-based expected return using individual stock’s characteristics. Stay tuned !</span></p>
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