CFA Ⅱ Equity Valuation

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Equity Valuation Applications and Processes

Value and Price

Valuation

  1. Determining the value of an asset is at the heart of analysts professional activities and skill in valuation is a very important element of success in investing
  2. Valuation is the estimation of an asset's value based on:
    • Variables perceived to be related to future investment returns
    • Or, on comparisons with similar assets
    • Or, on estimates of immediate liquidation proceeds
  3. Intrinsic value is the value of the asset given a hypothetically complete understanding完全掌握资产的所有信息下的估值 of the asset's investment characteristics

Sources of Perceived Mispricing

  1. There are two sources of perceived mispricing(V_E-P)
    • E(IV)-P=(IV-P)+(E(IV)-IV)
    • IV-P: true mispricing
    • E(IV)-IV: estimation error
  2. The difference between the true (real) but unobservable intrinsic value and the observed market price contributes to the abnormal return or alpha which is the concern of active investment managers

Other Definitions of Value / Price

  1. Fair market value (price) is the price at which a willing, informed, and able seller would trade an asset to a willing, informed, and able buyer
  2. Investment value is the value to a specific buyer taking account of potential synergies and based on the investor's requirements and expectations
  3. Intrinsic value is most relevant to public company valuation

Going-Concern and Liquidation

  1. Going-concern value
    • The value under a going-concern持续经营 assumption that the company will continue its business activities into the foreseeable future
  2. Liquidation value
    • The value if the company is dissolved and its assets sold individually
    • Orderly liquidation value assumes adequate time to realize liquidation value
  3. Going-concern value > Liquidation value

Valuation Model Selecting

Valuation Models

  1. Absolute valuation models
    • Models that specify an asset's intrinsic value which is in order to be compared with the asset's market price
    • It does not need consider about the value of other firms
  2. Relative valuation models
    • Models that derive values from relative comparison to similar assets,based on law of one price
    • It is typically implemented using price multiples
    • For examples
      P/E_{stock} \lt P/E_{market} → stock is relatively undervalued

Models Selection

  1. Consistent with characteristics of company
    • Understand the company and how its assets create value
  2. Based on quality and availability of data
    • DDM problematic when no dividends
    • P/E problematic with highly volatile earnings
  3. Consistent with purpose of analysis
    • Free cash flow vs. dividends for controlling interest

Common Adjustments for Valuation

  1. The value of a stock investment that would give an investor a controlling position will generally reflect a control premium
  2. The value of non-publicly traded stocks generally reflects a lack of marketability discount
  3. Among publicly traded(i.e., marketable) stocks, the prices of shares with less depth to their markets (less liquidity) often reflect an illiquidity discount
  4. The price that could be realized for that block of shares would generally be lower than the market price for a smaller amount of stock, a so-called blockage factor

Sum-of-the-Parts Value

  1. Sum-of-the-parts value (breakup value, private market value) is the value for a company as a whole obtained by adding up the values of individual parts of the firm
  2. Useful when valuing a company with segments in different industries that have different valuation characteristics
  3. Frequently used to evaluate the value that might be unlocked in a restructuring through a spinoff, split-off, or equity (IPO) carve-out

Conglomerate Discount

  1. Conglomerate discount多元化经营折价 refers to the concept that the market applies a discount to the stock of a company operating in multiple, unrelated businesses compared to the stock of companies with narrower focuses
  2. Possible explanations for the conglomerate discount include:
    • Inefficiency of internal capital markets
      Companies' allocation of investment capital among divisions does not maximize overall shareholder value
    • Endogenous factors
      Poorly performing companies tend to expand by making acquisitions in unrelated businesses
    • Research measurement errors

Process of Valuation

Steps of Valuation Process

  1. Understanding the business
    • Industry and competitive analysis
    • Analysis of financial reports
    • Considerations in using accounting information
  2. Forecasting company performance
    • A top-down forecasting approach moves from international and national macroeconomic forecasts to industry forecasts and then to individual company and asset forecasts
    • A bottom-up forecasting approach aggregates forecasts at a micro level to larger scale forecasts
  3. Selecting the appropriate valuation model
  4. Converting forecasts to a valuation
  5. Applying the valuation conclusion
    • Sell-side analysts associated with investment firms' brokerage operations are perhaps the most visible group of analysts offering valuation judgments
    • Buy-side analysts works in investment management firms,trusts and bank trust departments, and similar institutions, an analyst may report valuation judgments to a portfolio manager or to an investment committee as input to an investment decision

Applications of Equity Valuation

  1. Selecting stocks
  2. Inferring (extracting) market expectations
  3. Evaluating corporate events
  4. Rendering fairness opinions
  5. Evaluating business strategies and models
  6. Communicating with analysts and shareholders
  7. Appraising private businesses
  8. Share-based payment (compensation)

Contents of a Research Report

  1. Contain timely information
  2. Be written in clear, incisive language
  3. Be objective and well researched, with key assumptions clearly identified
  4. Distinguish clearly between facts and opinions
  5. Present sufficient information to allow a reader to critique the valuation
  6. State the key risk factors involved in an investment in the company
  7. Disclose any potential conflicts of interests faced by the analyst

Discounted Dividend Valuation

Framework of Model

Models

  1. DCF Model
    {V}_0=\sum_{{i}=1}^{+\infty} \frac{{CF}_{{i}}}{(1+{r})^{{i}}}

    • An asset's intrinsic value is the present value of its expected future'cash flows'
  2. DDM Model
    V_0=\sum_{i=1}^{+\infty} \frac{D_i}{\left(1+r_e\right)^i}

    • DDM shows the intrinsic value to the investor is the present value of all future dividends discounted at required return of equity
    • DDM is from the perspective of non-controlling investors'judgment of stock's intrinsic value
    • Advantages and disadvantages of DDM
      CFA Ⅱ Equity Valuation

Infinite Stream

  1. Forecast the stock price at a certain point in the future
    V_0=\sum\frac{D_i}{(1+r)^i}+\frac{P_n}{(1+r)^n}
  2. Future dividends can be forecast by assuming one of several stylized growth patterns
    • Constant growth forever(Gordon growth model)
    • Two distinct stages of growth
    • Three (or more) distinct stages of growth
  3. A finite number of dividends can be forecast individually up to a terminal point, then the terminal value is estimated
    • Forecasted value at beginning of the final mature growth phase
    • The terminal value is then discounted back, and added to the present value of prior stage dividends
    • Two methods are often used
      Apply a price multiple to a projected terminal value of a fundamental such as P/E, P/B
      Gordon growth model

Gordon Growth Model

Basic Concepts of GGM

  1. Gordon Growth Mode
    V_0=\frac{D_1}{r_e-g}
  2. Assumptions of Gordon Growth Model
    • Dividends grow at constant rate (g) forever
    • Growth rate is less than required return (r_e \gt g)
  3. Considerations of Using Gordon Growth Model
    • The GGM should reflect long-term growth expectations: GDP growth, industry life cycle stages and the impact of the five force model
    • The model's intrinsic values V_0 are very sensitive to the input variables for r_e and g
      Sensitivity analysis may be required to obtain a range of values rather than a specific point estimate of value
    • Gordon growth model can accurately value companies that are repurchasing shares when the analyst can appropriately adjust the dividend growth rate for the impact of share repurchases
  4. Sustainable Growth Rate
    • SGR(g) is the sustainable growth rate in earnings and dividends if we assume:
      Growth from internally generated sources (No new equity issued)
      Some key financial ratios remain unchanged
    • SGR(g)= ROE × retention rate(b)
      ROE is calculated using beginning-of-period shareholders' equity
      The lower the earnings retention ratio, the lower the growth rate(dividend displacement of earnings)
    • PRAT model: SGR = Net Profit Margin × Total Asset Turnover × Financial Leverage × retention rate

Applications of GGM

  1. Valuation of Preferred Stock
    V_0=\frac{D_p}{r_p}

    • The discount rate or capitalization rate is often at a positive spread over the firms junior ranking debt yield
  2. Justified P/E Ratio
    • The Gordon model can also be used to calculate a "justified (or fundamental)"price multiple
    • Justified leading P/E Ratio
      \text{Justified leading P/E}=\frac{V_0}{E_1}=\frac{\frac{D_1}{r-g}}{E_1}=\frac{\frac{D_1}{E_1}}{r-g}=\frac{1-b}{r-g}
    • Justified trailing P/E
      \text{Justified trailing P/E}=\frac{V_1}{E_1}=\frac{(1-b)(1+g)}{r-g}
  3. Implied Rate of Return and Growth Rate
    \begin{align} &r=\frac{D_1}{P_0}+g \\ &g=r-\frac{D_1}{P_0} \end{align}
  4. Present Value of Growth Opportunities(PVGO)
    • Stock's intrinsic value is the sum of two parts
      V_0=\frac{E_1}{r}+PVGO
    • Justified leading P/E is the sum of two parts
      \frac{V_0}{E_1}=\frac{1}{r}+\frac{PVGO}{E_1}

Multi-Stage DDM

Distinct Phases

  1. Stages of Growth
    • High growth phase
      Rapid EPS growth, negative FCF
      ROE > r, no or low dividend payout
    • Transition phase(transition to maturity)
      Sales and EPS growth slow, positive FCF
      ROE approaching r, dividend payout increases
    • Mature and sustainable growth phase
      Growth at economy-wide rate, positive FCF
      ROE = r, high competition, saturation
  2. Overview of Multi-Stage DDM
    • One-stage DDM
      Gordon growth model → stage 3
    • Two-stage DDM
      Two distinct phases: growth drop suddenly → stage 1+3
      H-model: growth drop gradually → stage 2+3
    • Three-stage DDM
      Three distinct phases → stage 1+2+3
      High-growth phase + H-model pattern

Two Distinct Phases

\mathrm{V}_0=\sum_{t=1}^n \frac{\mathrm{D}_0\left(1+g_s\right)^t}{(1+r)^t}+\frac{\mathrm{D}_0\left(1+g_s\right)^n\left(1+g_L\right)}{(1+r)^n\left(r-g_L\right)}
  1. The whole stage 1 represents a period of fixed and high growth
  2. Growth rate is expected to drop suddenly to a mature growth rate at stage 2
    CFA Ⅱ Equity Valuation

H-Model

V_0=\left[\frac{D_0\times\left(1+g_L\right)}{r-g_L}\right]+\frac{D_0\times H \times\left(g_S-g_L\right)}{r-g_L}
  1. The growth rate declines linearly from an abnormal high rate to the mature growth rate during stage 1
  2. Constantly grow at the mature growth rate in stage 2
    CFA Ⅱ Equity Valuation
  3. Implied Required Return
    {r}=\frac{{D}_0}{{P}_0}\left[\left(1+g_L\right)+{H}\left({g}_{{s}}-g_L\right)\right]+g_L

Three-Stage Model

  1. Two version of three-stage model
    CFA Ⅱ Equity Valuation

    • Growth, transition, and mature stage
    • High growth followed by linearly declining followed by perpetual growth
  2. Strengths
    • Ability to model many growth patterns
    • Solve for V, implied g, and implied r
  3. Weaknesses
    • Require high-quality inputs (GIGO)
    • Model must be fully understood
    • Value estimates are sensitive to g and r
    • Model suitability is very important
  4. Spreadsheet Modeling
    • In practice we can use spreadsheets to model any pattern of dividend growth
    • It can involve a great deal of information and can project different growth rates for differing periods
    • The reason for this is the inherent flexibility and computational accuracy of spreadsheet modeling.

Free Cash Flow Valuation

Basic Concepts of FCFs

Introduction of Free Cash Flows

  1. Dividends are the cash flows actually paid to stockholders
  2. Free cash flows(FCF) are the cash flows available for distribution after:
    • Fulfilling all obligations (operating expenses and taxes)
    • Without impacting on the future growth plans of the company (incremental working capital and fixed capital)
  3. Strengths of FCFs
    • Used with firms that have no dividends
    • Functional model for assessing alternative financing policies
    • Rich framework provides additional detailed insights into company
    • Other measures such as EBIT, EBITDA, and CFO either double count or omit important cash flows
  4. Limitations of FCFs
    • FCF may be negative due to large capital demands
    • Requires detailed understanding of accounting and FSA
    • Information may be not readily available or published
  5. Free Cash Flows vs. Dividends
    • The logics behind the general valuation models are the same for both DDM and FCF models, but the numerator is different
    • FCFE could be either greater or less than dividends, but the same economic forces that lead to low (high) dividends lead to low (high) FCFE
    • Ownership perspective is very different between DDM and FCF model
      FCFE model takes a control perspective and can be used in control perspective
      DDM takes a minority perspective and can be used in valuing minority position in publicly traded shares

FCFF and FCFE

  1. FCFF is the cash available to shareholders and bondholders after taxes,capital investment, and WC investment, pre-levered cash flow
  2. FCFE is the cash available to equity holders after payments to and inflows from bondholders, post-leveraged cash flow
  3. The two FCF approaches, indirect and direct, for valuing equity should theoretically yield the same estimates, if all inputs reflect identical assumptions
  4. An analyst may prefer to use one approach rather than the other because of the characteristics of the company being valued
    • If the company's capital structure is relatively stable, using FCFE to value equity is more direct and simpler
    • The FCFF model is often chosen in two other cases:
      Alevered company with negative FCFE
      Alevered company with a changing capital structure

Calculations of FCFs

Calculating FCFF

  1. Basic Formula
    FCFF=EBIT\times(1-t)+NCC-WCInv-FCInv

    • NCC is non-cash charges, which represent an adjustment for noncash decreases and increases in net income
    • FCInv is net fixed capital investment, which equals to capital expenditure less proceeds from sales
    • WCInv is working capital investment excluding cash and short-term debt (notes payable and current portion of long-term debt)
  2. Expanding Formulas
    • FCFF= NI+NCC+Int\times(1-t)-WCInv-FCInv
    • FCFF=EBITDA\times(1-t)+NCC\times t-WCInv-FCInv
    • FCFF=CFO+Int\times(1-t)-FCInv

Calculating FCFE

  1. Basic Formula
    FCFE=FCFF-Int \times(1-t)+NB

    • NB is net borrowings, which is debt issued less debt repaid over the period for which one is calculating free cash flow
  2. Expanding Formulas
    • FCFE=NI+ NCC-WCInv-FCInv+NB
    • FCFE = CFO-FCInv + NB
    • FCFE=EBIT\times(1-t)-Int\times(1-t)+NCC-WCInv-FCInv +NB
    • FCFE =EBITDA\times(1-t)-Int\times(1-t)+NCC\times t-WCInv-FCInv +NB
  3. Poor Proxy for FCFE
    • NI is a Poor Proxy for FCFE
      NI is a cash flow concept
      NI recognizes non-cash charges such as depreciation, amortization
      NI fails to recognize the cash flow impact of investments in working capital and net fixed assets, and net borrowings
    • EBITDA is a Poor Proxy for FCFE
      EBITDA does not reflect taxes paid
      EBlTDA ignores effect of depreciation tax shield
      EBITDA does not account for needed investments in working capital and net fixed assets for going concern viability
      EBlTDA is a pre-levered figure so it is pre-interest and before net borrowings

More Details About the Parameters

  1. Non-Cash Charges
    CFA Ⅱ Equity Valuation
  2. Working Capital Investments
    • Net investment in working capital for the purpose of calculating FCF excludes
      Changes in cash and cash equivalents
      Notes payable
      Current portion of L.T.debt
    • There is an inverse (direct) relationship between changes in current assets (current liabilities) and changes in free cash flows
  3. Fixed Capital Investments
    • Fixed capital investment (FCInv) represent a cash out flow necessary to support the company's current and future operations
      Expenditures can include acquisition of intangible items such as trademarks
      Care should be used with non-recurring large acquisitions in forecasts
    • Fixed capital investment is a net amount
      It is equal to the difference between capital expenditures (investments in long-term fixed assets) and the proceeds from the sale of long-term assets
    • If there were no disposals of fixed assets
      Given gross PP&E: FCInv= GV_{ending}-GV_{beginning}
      Given net PP&E: FCInv = BV_{ending}- BV_{beginning} + \text{depreciation expense}
    • If there were disposals of fixed assets
      Given gross PP&E: FCInv_{disposals}=FCInv +\text{AD of disposed assets}-\text{P/L from disposals}
      Given net PP&E: FCInv_{disposals}=FCInv - \text{P/L from disposals}
    • Adjust FCFF if there were disposals of fixed assets
      Calculate "FCInv = CAPEX - proceeds from disposal",
      Subtract P/L from disposals from NI
  4. Net Borrowing
    • Net borrowings only affect FCFE, they do not affect FCFF
    • Notes payable
      Increase in notes payable, add to FCFE
      Decrease in notes payable, subtract from FCFE
    • Current portion of long-term debt
      Increase in short-term debt, add to FCFE
      Decrease in short-term debt, subtract from FCFE
    • Long-term debt
      Add debt issuances to net income to arrive at FCFE
      Subtract debt repurchases from net income to arrive at FCFE
  5. Free Cash Flows with Preferred Stocks
    • For the most part, the discussion of FCFF and FCFE so far has assumed the company has a simple capital structure with two sources of capital, namely, debt and equity
    • Including preferred stock as a third source of capital requires the analyst to account for the dividends paid on preferred stock and for the issuance or repurchase of preferred shares
      CFA Ⅱ Equity Valuation

Usages of FCFs

  1. Interesting Contrasts
    CFA Ⅱ Equity Valuation
  2. Effects of Changing Leverage
    • An increase in leverage will not affect FCFF
    • Changing leverage (i.e. changing the amount of debt financing in the company's capital structure), does have some effects on FCFE particularly
    • An increase in leverage affects FCFE in two ways
      In the year the debt is issued, it increases FCFE by the amount of debt issued
      After the debt is issued, FCFE is then reduced by the after-tax interest expense

Estimations of FCFs

  1. Approach one: forecast overall growth rate of FCFs
    • Calculate historical FCF
    • Estimate FCF for current period
    • Apply a constant growth rate to current FCF: FCF\times(1+g)^n
      Usually, g_{FCFF}\ne g_{FCFE}
  2. Approach two: forecast components of FCFs
    • Forecast each underlying component of FCFs
      NI, NCC, FCInv and WCInv are tied to sales forecast
    • More realistic and flexible, but time consuming
  3. Approach three: sales-based forecasting method
    • Investment in fixed capital in excess of depreciation (FCInv- Dep) and investment in working capital (WCInv) both bear a constant relationship to forecast increases in the size of the company as measured by increases in sales
      \frac{FCInv-Dep}{\Delta Sales} and \frac{WCInv}{\Delta Sales} will keep constant
    • Optimal capital structure represented by the debt ratio (DR) is constant
      DR=\frac{D}{D+E} will keep constant
    • FCFE
      \begin{align} FCFE&=NI+ NCC-WCInv-FCInv + NB \\ &=NI+ NCC-WCInv-FCInv+DR\times(FCInv-Dep+WCInv) \\ &=NI-(1-DR)\times(FCInv +WCInv-Dep) \end{align}

FCFs in Valuation Models

Major Considerations in Valuation Models

  1. FCFF or FCFE?
    • Use FCFE when capital structure is stable
    • Use FCFF when high or changing debt levels, negative FCFE
  2. Single-stage, two or more stages?
    • Single-stage model for income stock(slow and constant growth)
    • More-stage models for whose competitive advantage will disappear over time
  3. Total FCF or components of FCF?
  4. Terminal value via GGM or Multiples?
  5. Nominal or real?
    • International setting or volatile inflation rates: use real rates
  6. Total value or value of the operating assets?
    • Free cash flow valuation focuses on the value of assets that generate operating cash flows
    • If a company has significant non-operating assets, such as excess cash, excess marketable securities, or land held for investment, then analysts often calculate the value of the firm as the value of its operating assets (as estimated by FCFF valuation) plus the value of its nonoperating assets

Sensitivity Analysis

  1. Apply sensitivity to each of the following variables:
    • The base-year value for the FCFF or FCFE
    • Future growth rate
    • Risk factors: beta, risk free rate and ERP
  2. Relationship between discount rate and the growth rate is critical In general
  3. Most sensitive: Beta and growth rate of FCF
    • Less sensitive: r_f, and FCF.

Market-Based Valuation

Basic Concepts of Multiples

Introduction of Multiples

  1. Price multiples are ratios of a stock's market price to some measure of fundamental value per share
    • The intuition is that investors evaluate the price of a stock by considering what a share buys in terms of per share earnings,net assets, cash flow, or some other measure of value
  2. Enterprise value multiples relate the total market value of all sources of a company's capital to a measure of fundamental value for the entire company

Relative Valuation Method

  1. The method of comparables (i.e. relative valuation method)involves using a multiple to evaluate whether an asset is relatively fairly valued, relatively undervalued, or relatively overvalued in relation to a benchmark value of the multiple
    • Choices for the benchmark include:
      A closely matched individual stock
      The average for peer group of companies or industry
      Own history
  2. The economic rationale for the methods of comparable is law of one price

Cross Border Valuation Differences

  1. Comparing companies across borders frequently involves accounting method differences, cultural differences,economic differences, and resulting differences in risk and growth opportunities
  2. For example, P/E ratios for individual companies in the same industry across borders have been found to vary widely

Justified Price Multiples

  1. A justified price multiple (also called warranted price multiple or intrinsic price multiple) for the stock is the estimated fair value of multiples
  2. Justified price multiples can be justified on the basis of 1) method of comparables or 2) method of forecasted fundamentals
    • Comparison
      If actual price multiple = justified price multiple, then be properly valued
      If actual price multiple < justified price multiple, then be undervalued
      If actual price multiple > justified price multiple, then be overvalued
    • The method is based on forecasted fundamentals relates multiples to company fundamentals (growth, risk, payout) through DCF model, and may permit the analyst to explicitly examine how valuations differ across stocks and against a benchmark given different expectations for growth and risk

Price Multiples

PE ratio

Rationale and Drawbacks of PE ratio
  1. Rationale for Using P/E Ratio
    • Earnings power is a chief driver of investment value
    • P/E ratio is widely recognized and used by investors
    • Differences in stock's P/Es may be related to differences in long-run average returns on investments in those stocks, according to empirical research
  2. Potential Drawbacks of P/E Ratio
    • Negative and very low earnings make P/E useless
    • Volatile or transitory earnings make interpretation difficult
    • Management discretion on accounting choices can distort earnings
    • Solely using the ratio avoids addressing the fundamentals (growth, risk, and cash flows)
Trailing and Leading P/E Ratio
  1. Trailing P/E_0 (a.k.a. current P/E), is stock's current market price divided by the last four quarters (or past 12 months) EPS
    • In such calculations, EPS is sometimes referred to as "trailing 12 month (TTM) EPS"
  2. Leading P/E_1 (a.k.a. forward P/E or prospective P/E), is stock's current market price divided by next year's expected EPS
    • Analysts interpreted "next year's expected earnings" as expected EPS for:
      next four quarters
      next 12 months (NTM P/E)
      next fiscal year
  3. Problems with Trailing P/E Ratio
    • Transitory and non-recurring components of earnings are company-specific
      Non-recurring earnings are needed to be removed because valuation focus on future cash flows, so we calculate underlying earnings (persistent earnings, continuing earnings, or core earnings)
      Non-recurring items to remove include: Gains/losses on asset sales; Asset write-downs for impairment; Loss provisions; Changes in accounting estimates
    • Cyclicality components of earnings due to business or industry trends
      The countercyclical property of P/E (Molodovsky Effect)
      Analysts should calculate normalized EPS to remove cyclical component of earnings and capture mid-cycle earnings under normal market conditions
    • Differences in accounting methods
    • Potentialdilution of EPS
Normalized Earnings
  1. Method 1: historical average EPS
    • Normalized EPS is the average EPS over the most recent full cycle
  2. Method 2: average ROE
    • Normalized EPS is the average ROE from the most recent full cycle multiplied by current book value per share
    • Method 2 is preferred since it more accurately reflects the effect of growth in company size on EPS
  3. Example
    CFA Ⅱ Equity Valuation
Justified P/E Ratio
  1. Fundamental factors affecting justified P/E ratio
    • Justified P/E positively related to growth rate and payout ratio, "all else equal"
    • Justified P/E inversely related to required return (real rate, inflation and equity risk premium), "all else equal"
Terminal Value Estimation
  1. Terminal value is the intrinsic value projected at end of estimation horizon
    • Approach one: using DDM
    • Approach two: using price multiples
      \text{Terminal value}_t = \text{trailing P/E}_t \times\text{earnings forecast}_t
  2. Two method to forecast future P/E ratio:
    • Using fundamentals: Requires estimates of g, r, and payout
    • Using comparables: Uses market data to calculate benchmark
Predicted P/E from Regression
  1. The P/E ratios may be regressed against the stock and company characteristics
  2. The estimated equation exhibits the relationship between P/E and stock's characteristics
    • Positive coefficient with growth rate and payout ratio
    • Negative coefficient with beta
  3. Limitations of regression
    • The method captures valuation relationships only for the sample of stock over a particular time period, and the predictive power of the regression for a different stock and different time period is not know
    • The relationship between P/E and fundamentals may change over time
    • Multicollinearity(correlation within linear combinations of the independent variables)
P/E-to-Growth[PEG] Ratio
  1. PEG ratio is calculated as the stock's P/E divided by the expected earnings growth rate (in percentage terms)
    • PEG ratio is a calculation of a stock's P/E per percentage point of expected growth
    • Stocks with lower PEGs are more attractive than stocks with higher PEGs, all else being equal
  2. PEG is useful but must be used with care for several reasons
    • PEG assumes a linear relationship between P/E and growth rate
      The model for P/E in terms of the DDM shows that, in theory, the relationship is not linear
    • PEG does not factor in differences in risk, an important determinant of P/E
      = PEG does not account for differences in the duration of growth
      For example, dividing P/Es by short-term growth forecasts may not capture differences in long-term growth prospects
Valuation Based on Comparables
  1. Peer company multiples
    CFA Ⅱ Equity Valuation

    • The subject stock's P/E is compared with the median or mean P/E for the peer group to arrive at a relative valuation
    • Are observed differences between P/E ratios explained by underlying determinants of P/E?
      If not, asset may be mispriced
  2. Industry and sector multiples
    • Using industry and sector data can help an analyst explore whether the peer-group comparison assets are themselves appropriately priced
  3. Own historical P/E
    • Analyst shall be alert to the impact on P/E levels of changes in a company's business mix and leverage overtime
    • Changes in the interest rate environment and economic fundamentals over different time period can be another limitations
Overall Market Multiples
  1. The question of whether the overall market is fairly priced has captured analyst interest throughout the entire history of investing
  2. Fed Model
    • The stock market is to be overvalued when the stock market's current earnings yield is less than the 10-year Treasury bond (T-bond) yield
    • Fed Model uses expected earnings for the next 12 months in calculating the ratio
  3. Yardeni Model
    • Yardeni obtained the following expression for the justified P/E on the market
      \frac{P}{E}=\frac{1}{C B Y-b \times L T E G}
      CBY is current Moody's Investors Service A-rated corporate bond yield
      LTEG is the consensus five-year earnings growth rate forecast for market index
      b measures the weight the market gives to five-year earnings projections
    • Higher current corporate bond yield imply a lower justified P/E
    • Higher expected long-term growth results in a higher justified P/E

Earnings Yield and Dividend Yield

Ranking Stocks by P/E Ratio
  1. Stock selection disciplines that use P/E ratios often involve ranking stocks
    • The security with the lowest positive P/E has the lowest purchase cost per currency unit of earnings among the securities ranked
  2. Zero earnings and negative earnings pose a problem if the analyst wishes to use P/E as the valuation metric
    • Because division by zero is undefined, P/Es cannot be calculated for zero earnings
    • A "negative P/E security" will rank below the lowest positive P/E security, but the negative earning security is actually the most costly in terms of earnings purchased
Earnings Yield
  1. If the analyst is interested in a ranking, however, one solution is the use of reciprocal of the original ratio, which places"price" in the denominator
    • In the case of the P/E, the inverse price ratio is earnings yield
    • Ranked by earnings yield from highest to lowest, the securities are correctly ranked from cheapest to most costly
      CFA Ⅱ Equity Valuation
  2. In addition to zero and negative earnings, extremely low earnings can pose problems when using P/Es, particularly for evaluating the distribution of P/Es of a group of stocks under review. In this case, inverse price ratios can be useful
    • An extremely high P/E (an outlier P/E) can overwhelm the effect of the other P/Es in the calculation of the mean P/E
    • Although the use of median P/Es and other techniques can mitigate the problem of skewness caused by outliers, the distribution of inverse price ratios (earnings yield) is inherently less susceptible to outlier-induced skewness
Dividend Yield
  1. Rationales for using dividend yield(D/P)
    • Dividend yield is a component of total return
    • Dividends are a less risky component of total return than capital appreciation
  2. Drawbacks for using dividend yield(D/P)
    • Dividend yield is just one component of total return
    • Dividends paid now displace earnings in all future periods (dividend displacement of earnings)
  3. Trailing dividend yield and Leading dividend yield
    • Trailing dividend yield is the dividend rate (annualized amount of the most recent dividend) divided by the current market price
    • Leading dividend yield is the forecasted dividends over the next year divided by the current market price
  4. Justified Dividend Yield
    • Justified leading dividend yield
      \frac{D_1}{V_0}=\frac{D_1}{\frac{D_1}{r-g}}=r-g
    • Justified trailing dividend yield
      \frac{D_0}{V_0}=\frac{D_0}{\frac{D_1}{r-g}}=\frac{r-g}{\frac{D_1}{D_0}}=\frac{r-g}{1+g}
    • Justified dividend yield increases as
      Required return increases (price falls)
      Dividend growth rate decreases
    • High D/P strategy → value investing strategy

Enterprise Value Multiples

Momentum valuation indicators

Central tendency

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