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		<title>Dynamic relaxation</title>
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		<summary type="html">&lt;p&gt;67.251.6.68: /* Further reading */ added a reference&lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;The&#039;&#039;&#039; T-model&#039;&#039;&#039; is a formula that states the returns earned by holders of a company&#039;s stock in terms of accounting variables obtainable from its financial statements.&amp;lt;ref&amp;gt;Estep, Preston W., &amp;quot;A New Method For Valuing Common Stocks&amp;quot;, Financial Analysts Journal, November/December 1985, Vol. 41, No. 6: 26–27&amp;lt;/ref&amp;gt; Specifically, it says that:&lt;br /&gt;
&lt;br /&gt;
&amp;lt;math&amp;gt;(1)  \mathit T = \mathit g + \frac{\mathit ROE - \mathit g} {\mathit PB} +  \frac{\Delta PB}{PB} \mathit(1 + g)&lt;br /&gt;
&amp;lt;/math&amp;gt;&lt;br /&gt;
&lt;br /&gt;
where &#039;&#039;T&#039;&#039; = total return from the stock over a period (appreciation + &amp;quot;distribution yield&amp;quot; — see below);&lt;br /&gt;
&lt;br /&gt;
&#039;&#039;g&#039;&#039; = the growth rate of the company&#039;s book value during the period;&lt;br /&gt;
&lt;br /&gt;
&#039;&#039;PB&#039;&#039; = the ratio of price / book value at the beginning of the period.&lt;br /&gt;
&lt;br /&gt;
&#039;&#039;ROE&#039;&#039; = the company&#039;s return on equity, i.e. earnings during the period / book value;&lt;br /&gt;
&lt;br /&gt;
The T-model connects fundamentals with investment return, allowing an analyst to make projections of financial performance and turn those projections into an expected return that can be used in investment selection.&lt;br /&gt;
&lt;br /&gt;
When &#039;&#039;ex post&#039;&#039; values for growth, price/book, etc. are plugged in, the T-Model gives a close approximation of actually realized stock returns.&amp;lt;ref&amp;gt;Estep, Tony, &amp;quot;Security Analysis And Stock Selection: Turning Financial Information Into Return Forecasts&amp;quot;, Financial Analysts Journal, July/August 1987, Vol. 43, No. 4: 34–43.&amp;lt;/ref&amp;gt; Unlike some proposed valuation formulas, it has the advantage of being correct in a mathematical sense (see [[T-Model#Derivation|derivation]]); however, this by no means guarantees that it will be a successful stock-picking tool.&amp;lt;ref&amp;gt;Dwyer, Hubert and Richard Lynn, &amp;quot;Is The Estep T-Model Consistently Useful?&amp;quot; Financial Analysts Journal, November/December 1992, Vol. 48, No. 6: 82–86.&amp;lt;/ref&amp;gt;&lt;br /&gt;
&lt;br /&gt;
Still, it has advantages over commonly used fundamental valuation techniques such as [[price–earnings]] or the simplified [[dividend discount model]]: it is mathematically complete, and each connection between company fundamentals and stock performance is explicit, so that the user can see where simplifying assumptions have been made. &lt;br /&gt;
&lt;br /&gt;
Some of the practical difficulties involved with financial forecasts stem from the many vicissitudes possible in the calculation of earnings, the numerator in the &#039;&#039;ROE&#039;&#039; term. With an eye toward making forecasting more robust, in 2003 Estep published a [[T-Model#The Cash-Flow T-Model|version]] of the T-Model driven by cash items: cash flow, gross assets and total liabilities.&lt;br /&gt;
&lt;br /&gt;
Note that all fundamental valuation methods differ from economic models such as the [[capital asset pricing model]] and its various descendants; financial models attempt to forecast return from a company&#039;s expected future financial performance, whereas CAPM-type models regard expected return as the sum of a risk-free rate plus a premium for exposure to return variability.&lt;br /&gt;
&lt;br /&gt;
==Derivation==&lt;br /&gt;
&lt;br /&gt;
The return a shareholder receives from owning a stock is:&lt;br /&gt;
&lt;br /&gt;
&amp;lt;math&amp;gt; (2) \mathit T = \frac{\mathit D} {\mathit P} +  \frac{\Delta P}{P} &amp;lt;/math&amp;gt;&lt;br /&gt;
&lt;br /&gt;
Where &amp;lt;math&amp;gt; \mathit P &amp;lt;/math&amp;gt; = beginning stock price, &amp;lt;math&amp;gt; \Delta P &amp;lt;/math&amp;gt; = price appreciation or decline, and &amp;lt;math&amp;gt; \mathit D &amp;lt;/math&amp;gt; = distributions, i.e. dividends plus or minus the cash effect of company share issuance/buybacks. Consider a company whose sales and profits are growing at rate &#039;&#039;g&#039;&#039;. The company funds its growth by investing in plant and equipment and working capital so that its asset base also grows at &#039;&#039;g&#039;&#039;, and debt/equity ratio is held constant, so that net worth grows at &#039;&#039;g&#039;&#039;. Then the amount of earnings retained for reinvestment will have to be &#039;&#039;gBV&#039;&#039;. After paying dividends, there may be an excess:&lt;br /&gt;
&lt;br /&gt;
&amp;lt;math&amp;gt; \mathit XCF = \mathit E - \mathit Div - \mathit gBV \,&amp;lt;/math&amp;gt;&lt;br /&gt;
&lt;br /&gt;
where &#039;&#039;XCF&#039;&#039; = excess cash flow, &#039;&#039;E&#039;&#039; = earnings, &#039;&#039;Div&#039;&#039; = dividends, and &#039;&#039;BV&#039;&#039; = book value. The company may have money left over after paying dividends and financing growth, or it may have a shortfall. In other words, &#039;&#039;XCF&#039;&#039; may be positive (company has money with which it can repurchase shares) or negative (company must issue shares). &lt;br /&gt;
&lt;br /&gt;
Assume that the company buys or sells shares in accordance with its &#039;&#039;XCF&#039;&#039;, and that a shareholder sells or buys enough shares to maintain her proportionate holding of the company&#039;s stock. Then the portion of total return due to distributions can be written as &amp;lt;math&amp;gt; \frac{\mathit Div} {\mathit P} + \frac{\mathit XCF} {\mathit P} &amp;lt;/math&amp;gt;. Since &amp;lt;math&amp;gt; \mathit ROE = \frac{\mathit E} {\mathit BV} &amp;lt;/math&amp;gt; and &amp;lt;math&amp;gt; \mathit PB = \frac{\mathit P} {\mathit BV} &amp;lt;/math&amp;gt; this simplifies to:&lt;br /&gt;
&lt;br /&gt;
&amp;lt;math&amp;gt; (3) \frac{\mathit D} {\mathit P} = \frac{\mathit ROE - \mathit g} {\mathit PB} &amp;lt;/math&amp;gt;&lt;br /&gt;
&lt;br /&gt;
Now we need a way to write the other portion of return, that due to price change, in terms of &#039;&#039;PB&#039;&#039;. For notational clarity, temporarily replace &#039;&#039;PB&#039;&#039; with &#039;&#039;A&#039;&#039; and &#039;&#039;BV&#039;&#039; with &#039;&#039;B&#039;&#039;. Then &#039;&#039;P&#039;&#039; &amp;lt;math&amp;gt; \equiv &amp;lt;/math&amp;gt; &#039;&#039;AB&#039;&#039;. &lt;br /&gt;
&lt;br /&gt;
We can write changes in &#039;&#039;P&#039;&#039; as:&lt;br /&gt;
&lt;br /&gt;
&amp;lt;math&amp;gt; \mathit P + \Delta \mathit P = (\mathit A + \Delta \mathit A ) ( \mathit B + \Delta \mathit B ) \,&lt;br /&gt;
 = \mathit AB + \mathit B \Delta \mathit A + \mathit A \Delta \mathit B + \Delta \mathit A \Delta \mathit B \,&lt;br /&gt;
 &amp;lt;/math&amp;gt;&lt;br /&gt;
&lt;br /&gt;
Subtracting &#039;&#039;P&#039;&#039; &amp;lt;math&amp;gt; \equiv &amp;lt;/math&amp;gt; &#039;&#039;AB&#039;&#039; from both sides and then dividing by &#039;&#039;P&#039;&#039; &amp;lt;math&amp;gt; \equiv &amp;lt;/math&amp;gt; &#039;&#039;AB&#039;&#039;, we get:&lt;br /&gt;
&lt;br /&gt;
&amp;lt;math&amp;gt; \frac{\Delta P}{P} =  \frac{\Delta \mathit B}{\mathit B} + \frac{\Delta \mathit A}{\mathit A} \left ( \mathit 1 + \frac{\Delta \mathit B}{\mathit B} \right )&lt;br /&gt;
&amp;lt;/math&amp;gt;&lt;br /&gt;
&lt;br /&gt;
&#039;&#039;A&#039;&#039; is &#039;&#039;PB&#039;&#039;; moreover, we recognize that &amp;lt;math&amp;gt;\frac{\Delta \mathit B}{\mathit B} = \mathit g &amp;lt;/math&amp;gt;, so it turns out that:&lt;br /&gt;
&lt;br /&gt;
&amp;lt;math&amp;gt; (4) \frac{\Delta P}{P} = \mathit g + \frac{\Delta PB}{PB} \mathit(1 + g)&lt;br /&gt;
&amp;lt;/math&amp;gt;&lt;br /&gt;
&lt;br /&gt;
Substituting (3) and (4) into (2) gives (1), the T-Model.&lt;br /&gt;
&lt;br /&gt;
==The cash-flow T-model==&lt;br /&gt;
In 2003 Estep published a version of the T-model that does not rely on estimates of return on equity, but rather is driven by cash items: cash flow from the income statement, and asset and liability accounts from the balance sheet. The cash-flow T-model is:&lt;br /&gt;
&lt;br /&gt;
&amp;lt;math&amp;gt; \mathit T = \frac {\mathit CF}{\mathit P} + \boldsymbol {\Phi} g + \frac{\Delta PB}{PB} \mathit(1 + g)&lt;br /&gt;
&amp;lt;/math&amp;gt;&lt;br /&gt;
&lt;br /&gt;
where &lt;br /&gt;
&lt;br /&gt;
&amp;lt;math&amp;gt; \mathit CF = cash flow \,&amp;lt;/math&amp;gt; &amp;lt;math&amp;gt;\mbox{(net income + depreciation + all other non-cash charges),} \,&amp;lt;/math&amp;gt;&lt;br /&gt;
&lt;br /&gt;
and&lt;br /&gt;
&lt;br /&gt;
&amp;lt;math&amp;gt; \boldsymbol {\Phi} = \frac{\mathit MktCap - gross assets + total liabilities}{\mathit MktCap}&lt;br /&gt;
&amp;lt;/math&amp;gt;&lt;br /&gt;
&lt;br /&gt;
He provided a proof &amp;lt;ref&amp;gt;Estep, Preston, &amp;quot;Cash Flows, Asset Values, and Investment Returns&amp;quot;, The Journal Of Portfolio Management, Spring 2003&amp;lt;/ref&amp;gt; that this model is mathematically identical to the original T-model, and gives identical results under certain simplifying assumptions about the accounting used. In practice, when used as a practical forecasting tool it may be preferable to the standard T-model, because the specific accounting items used as input values are generally more robust (that is, less susceptible to variation due to differences in accounting methods), hence possibly easier to estimate.&lt;br /&gt;
&lt;br /&gt;
==Relationship to other valuation models==&lt;br /&gt;
Some familiar valuation formulas and techniques can be understood as simplified cases of the T-model. For example, consider the case of a stock selling exactly at book value (&#039;&#039;PB = 1&#039;&#039;) at the beginning and end of the holding period. The third term of the T-Model becomes zero, and the remaining terms simplify to:&lt;br /&gt;
&amp;lt;math&amp;gt;  \mathit T = \mathit g + \frac{\mathit ROE - \mathit g} {1} = ROE &amp;lt;/math&amp;gt;&lt;br /&gt;
&lt;br /&gt;
Since &amp;lt;math&amp;gt; \mathit ROE = \frac{\mathit E}{\mathit BV} &amp;lt;/math&amp;gt; and we are assuming in this case that &amp;lt;math&amp;gt; \mathit BV = \mathit P \,&amp;lt;/math&amp;gt;, &amp;lt;math&amp;gt; \mathit T = \frac{\mathit E}{\mathit P} &amp;lt;/math&amp;gt;, the familiar earnings yield. In other words, earnings yield would be a correct estimate of expected return for a stock that always sells at its book value; in that case, the expected return would also equal the company&#039;s &#039;&#039;ROE&#039;&#039;.&lt;br /&gt;
&lt;br /&gt;
Consider the case of a company that pays the portion of earnings not required to finance growth, or put another way, growth equals the reinvestment rate &#039;&#039;1 – D/E&#039;&#039;. Then if &#039;&#039;PB&#039;&#039; doesn&#039;t change:&lt;br /&gt;
&lt;br /&gt;
&amp;lt;math&amp;gt; \mathit T = \mathit g + \frac{\mathit ROE - \mathit ROE (1 - D/E)} {\mathit PB} &lt;br /&gt;
&amp;lt;/math&amp;gt;&lt;br /&gt;
&lt;br /&gt;
Substituting &#039;&#039;E/BV&#039;&#039; for ROE, this turns into:&lt;br /&gt;
&lt;br /&gt;
&amp;lt;math&amp;gt; \mathit T = \mathit g + \frac{D} {\mathit P} &lt;br /&gt;
&amp;lt;/math&amp;gt;&lt;br /&gt;
&lt;br /&gt;
This is the standard Gordon &amp;quot;yield plus growth&amp;quot; model. It will be a correct estimate of &#039;&#039;T&#039;&#039; if &#039;&#039;PB&#039;&#039; does not change and the company grows at its reinvestment rate.&lt;br /&gt;
&lt;br /&gt;
If &#039;&#039;PB&#039;&#039; is constant, the familiar price–earnings ratio can be written as:&lt;br /&gt;
&lt;br /&gt;
&amp;lt;math&amp;gt; \frac{\mathit P}{\mathit E} = \frac{\mathit ROE - \mathit g}{\mathit ROE (\mathit T - \mathit g)}&lt;br /&gt;
&amp;lt;/math&amp;gt;&lt;br /&gt;
&lt;br /&gt;
From this relationship we recognize immediately that &#039;&#039;P–E&#039;&#039; cannot be related to growth by a simple rule of thumb such as the so-called &amp;quot;[[PEG ratio]]&amp;quot; &amp;lt;math&amp;gt; \frac{\mathit P/E}{g} &amp;lt;/math&amp;gt;; it also depends on &#039;&#039;ROE&#039;&#039; and the required return, &#039;&#039;T&#039;&#039;.&lt;br /&gt;
&lt;br /&gt;
The T-model is also closely related to the P/B-ROE model of Wilcox&amp;lt;ref&amp;gt;Wilcox, Jarrod W., &amp;quot;The P/B-ROE Valuation Model,&amp;quot; Financial Analysts Journal, Jan–Feb 1984, pp 58–66.&amp;lt;/ref&amp;gt;&lt;br /&gt;
&lt;br /&gt;
==Notes==&lt;br /&gt;
&amp;lt;references/&amp;gt;&lt;br /&gt;
&lt;br /&gt;
==Further reading==&lt;br /&gt;
*Asikoglu, Yaman and Metin R. Ercan, &amp;quot;Inflation Flow-Through and Stock Prices,&amp;quot; Journal of Portfolio Management, Spring 1992&lt;br /&gt;
*Erzegovesi, Luca, &amp;quot;Come impostare la previsione dei rendimenti azionari: il T-model,&amp;quot; Economia &amp;amp; Management 1988, v. 2, p.&amp;amp;nbsp;93–104&lt;br /&gt;
*[http://www.northinfo.com/documents/139.pdf Estep, Tony, &amp;quot;Cash Flows, Asset Values, and Investment Returns: Brief Summary&amp;quot;, Banc of America Capital Management, March 2003]&lt;br /&gt;
* [http://ssrn.com/abstract=534442 Wilcox, Jarrod and Philips, Thomas K., &amp;quot;The P/B-ROE Model Revisited&amp;quot; (March 10, 2004)]&lt;br /&gt;
*[http://www.ibbotson.co.jp/knowledge_center/research/2005yamaguchi_e.pdf Yamaguchi, Katsunari &amp;quot;Supply-side Estimate of Expected Equity Return on Industrial Japan&amp;quot;, Security Analysts Journal, September 2005]&lt;br /&gt;
&lt;br /&gt;
{{Stock market}}&lt;br /&gt;
&lt;br /&gt;
[[Category:Finance]]&lt;br /&gt;
[[Category:Basic financial concepts]]&lt;br /&gt;
[[Category:Investment]]&lt;br /&gt;
[[Category:Mathematical finance]]&lt;br /&gt;
[[Category:Finance theories]]&lt;/div&gt;</summary>
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