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What is a Financial Model

   A financial model is a (quantitative,
 accounting or hybrid of the two) logic
chain that is designed to forecast possible
  future outcomes based on data inputs
Basis of Modeling in Engineering
          and Science.
   •Newton invented calculus to model his physics
                       theories
  •The Wright Brothers used models to develop and
                select airfoil designs
    •Cad-Cam software is an aggregation of many
  models used to design products, tools, furniture….
Several Types of Financial
           Models
•Econometric Models and Quantitative Models
    •Leading Economic Indicators
    •Black Scholes
•Industry Models
    •Regression Models
•Earnings Models (Often hybrid b/t accounting and Quant)
    •Revenue Models
    •Valuation models
    •Cost and Breakeven Analysis
Example of a Model
 Regression Model(hypothetical):
•A reit analyst observes a statistical correlation b/t housing starts and the
Population of the US
•The model looks like this: #New Homes = 780,000+.004(POP)
•If the US population estimate is 280mm then the analyst may forecast #New
Homes of approx. 1.9mm

                                                       780,000
   Problems              Benefits                H
                                                 o
  Assumptions       Better than guessing         m
 Other variables        Forecasting                                   1,900,000
                                                 e
     Change             Objectivity              s
    Integrity
                                                      280,000,000   Population
Good analysts should spend
most of their time developing
  and interpreting models
Valuation Analysis and Models
       Two Schools of Thought
         (not an oxymoron)

          Top Down

          Bottom Up
Top Down
The CFA institute recommends that most
analysts focus on Top Down Analysis because;
the correlation between corporate earnings and
the economy is strong, earnings and investment
performance is strong and the correlation
between stock returns and industry returns is
also strong.
Case Study of a Top Down
          Earnings Model Model
Step 1                 Step 2                    Step 3

The Analyst Collects    The Analyst Develops      Analyst plugs revenue, cost
                         Income Statement          and share estimates into
   Economic Data              Model                 accounting model and
   Financial Data                                       forecasts EPS
    Industry Data       Based on observations,
   Customer Data           experience and           Estimates generated and
    Product Data            assumptions            compared with real world
     Other Data                                            outcomes




                           New Earnings Data
BNHN Model
Assumptions:
Recent Share Price:                    $14.00                 As of November 18, 2005
Equity Purchase Price per Share:        17.00                 21.4%        Premium to recent share price
Shares Outstanding:                   9,795.9                 Based on most recent 10-Q, includes effect of outstanding options
Market Value (Recent)              $137,142.2                 Price times shares
Market Value (Offer)                166,529.8                 Price times shares
Transaction Value (Offer)           180,463.3                 Market Value + Debt + Trans. Costs - Cash
Trans. Value / LTM EBITDA                 7.9x
Tax Rate:                               33.5%                 Approximate tax rate in 4Q 2004
Interest Rate:                           7.0%                 Assumption

                                      $            %
Sources:
Total Debt:                         $125,000       68.0% Assumes all traditional and institutional bank debt
New Equity:                           50,422       27.4% Assumes additional equity to keep Debt/EBITDA at closing at approx. 5x
Rolled Equity:                         8,326         4.5% Assumes insiders with 5% of common stock roll into LBO
 Total Sources:                     $183,748

Uses:                                                         Summary of LBO Returns:                                    IRR
Refinance Debt:                      $11,706                  Holding Period                                $17/Sh        $18/Sh        $19/Sh
Purchase Equity:                     166,530                  3 Year                                         24.9%         18.4%         13.2%
Transaction Expenses                   5,512                  4 Year                                         22.9%         18.1%         14.1%
 Total Uses:                        $183,748                  5 Year                                         20.7%         16.9%         13.7%

Income Statement                        2005        2006           2007            2008         2009           2010         2011           2012         2013           2014
Revenues                           $207,252.0 $217,614.6      $228,495.3     $239,920.1    $247,117.7    $254,531.2    $262,167.2    $270,032.2    $278,133.1    $286,477.1
 Revenue Growth                            ---      5.0%            5.0%           5.0%          3.0%          3.0%          3.0%          3.0%          3.0%          3.0%

EBITDA                              $24,642.2    $25,874.3      $27,168.1     $28,526.5     $29,382.3     $30,263.7     $31,171.6     $32,106.8     $33,070.0     $34,062.1
 EBITDA Margin                          11.9%        11.9%          11.9%         11.9%         11.9%         11.9%         11.9%         11.9%         11.9%         11.9%

Depreciation                          9,041.0      8,992.7        8,948.7       8,908.6       8,872.2       8,838.9       8,808.7       8,781.1       8,756.0       8,733.1
EBIT                                $15,601.2    $16,881.6      $18,219.3     $19,617.8     $20,510.1     $21,424.8     $22,363.0     $23,325.7     $24,314.0     $25,328.9
Pro Forma Interest Expense            8,574.0      8,177.3        7,696.1       7,131.9       6,497.8       5,801.4       5,032.0       4,184.9       3,254.9       2,237.0
Pro Forma Interest Income                98.6         98.6           98.6          98.6          98.6          98.6          98.6          98.6          98.6          98.6
Pre-Tax Income                        7,125.8      8,802.9       10,621.8      12,584.4      14,110.9      15,721.9      17,429.5      19,239.4      21,157.6      23,190.5
Income Taxes                          2,388.3      2,950.4        3,560.0       4,217.8       4,729.4       5,269.3       5,841.6       6,448.2       7,091.1       7,772.5
Net Income                           $4,737.5     $5,852.5       $7,061.8      $8,366.7      $9,381.5     $10,452.6     $11,587.9     $12,791.1     $14,066.5     $15,418.0

Calculation of Free Cash Flow
Net Income                           $4,737.5     $5,852.5       $7,061.8      $8,366.7      $9,381.5     $10,452.6     $11,587.9     $12,791.1     $14,066.5     $15,418.0
Working Capital Requirements           (250.0)       (39.5)         (67.7)        (98.7)       (311.2)       (338.4)       (367.0)       (397.0)       (428.5)       (461.5)
Depreciation                          9,041.0      8,992.7        8,948.7       8,908.6       8,872.2       8,838.9       8,808.7       8,781.1       8,756.0       8,733.1
Maintenance Capex                    (8,500.0)    (8,500.0)      (8,500.0)     (8,500.0)     (8,500.0)     (8,500.0)     (8,500.0)     (8,500.0)     (8,500.0)     (8,500.0)
 Free Cash Flow                      $5,028.5     $6,305.8       $7,442.8      $8,676.6      $9,442.5     $10,453.1     $11,529.5     $12,675.2     $13,894.0     $15,189.7

Summary Balance Sheet Items
Cash                                  3,285.0      3,285.0        3,285.0       3,285.0       3,285.0       3,285.0       3,285.0       3,285.0       3,285.0       3,285.0
Current Assets                       12,597.0     13,226.9       13,888.2      14,582.6      15,020.1      15,470.7      15,934.8      16,412.8      16,905.2      17,412.4
Days of Sales                            22.2         22.2           22.2          22.2          22.2          22.2          22.2          22.2          22.2          22.2
Current Liabilities                  22,314.0     22,904.4       23,498.0      24,093.8      24,220.0      24,332.2      24,429.3      24,510.3      24,574.2      24,619.9
Days of CoGS                             44.6         43.6           42.6          41.6          40.6          39.6          38.6          37.6          36.6          35.6
Debt                                125,000.0    119,971.5      113,665.7     106,222.9      97,546.3      88,103.8      77,650.7      66,121.2      53,446.0      39,552.0
Equity                               58,748.3     64,600.8       71,662.6      80,029.3      89,410.8      99,863.4     111,451.3     124,242.4     138,308.8     153,726.8

PP&E Schedule
Beginning Assets                   $101,258.0 $100,717.0 $100,224.3           $99,775.6     $99,367.0     $98,994.8     $98,655.9     $98,347.2     $98,066.1     $97,810.1
Depreciation                         (9,041.0)  (8,992.7)  (8,948.7)           (8,908.6)     (8,872.2)     (8,838.9)     (8,808.7)     (8,781.1)     (8,756.0)     (8,733.1)
Additions                             8,500.0    8,500.0    8,500.0             8,500.0       8,500.0       8,500.0       8,500.0       8,500.0       8,500.0       8,500.0
Ending Assets                       100,717.0  100,224.3   99,775.6            99,367.0      98,994.8      98,655.9      98,347.2      98,066.1      97,810.1      97,577.0
Beg. Assets / Depr.                     -11.2x     -11.2x     -11.2x              -11.2x        -11.2x        -11.2x        -11.2x        -11.2x        -11.2x        -11.2x

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What Is A Financial Model

  • 1. What is a Financial Model A financial model is a (quantitative, accounting or hybrid of the two) logic chain that is designed to forecast possible future outcomes based on data inputs
  • 2. Basis of Modeling in Engineering and Science. •Newton invented calculus to model his physics theories •The Wright Brothers used models to develop and select airfoil designs •Cad-Cam software is an aggregation of many models used to design products, tools, furniture….
  • 3. Several Types of Financial Models •Econometric Models and Quantitative Models •Leading Economic Indicators •Black Scholes •Industry Models •Regression Models •Earnings Models (Often hybrid b/t accounting and Quant) •Revenue Models •Valuation models •Cost and Breakeven Analysis
  • 4. Example of a Model Regression Model(hypothetical): •A reit analyst observes a statistical correlation b/t housing starts and the Population of the US •The model looks like this: #New Homes = 780,000+.004(POP) •If the US population estimate is 280mm then the analyst may forecast #New Homes of approx. 1.9mm 780,000 Problems Benefits H o Assumptions Better than guessing m Other variables Forecasting 1,900,000 e Change Objectivity s Integrity 280,000,000 Population
  • 5. Good analysts should spend most of their time developing and interpreting models
  • 6. Valuation Analysis and Models Two Schools of Thought (not an oxymoron) Top Down Bottom Up
  • 7. Top Down The CFA institute recommends that most analysts focus on Top Down Analysis because; the correlation between corporate earnings and the economy is strong, earnings and investment performance is strong and the correlation between stock returns and industry returns is also strong.
  • 8. Case Study of a Top Down Earnings Model Model Step 1 Step 2 Step 3 The Analyst Collects The Analyst Develops Analyst plugs revenue, cost Income Statement and share estimates into Economic Data Model accounting model and Financial Data forecasts EPS Industry Data Based on observations, Customer Data experience and Estimates generated and Product Data assumptions compared with real world Other Data outcomes New Earnings Data
  • 9. BNHN Model Assumptions: Recent Share Price: $14.00 As of November 18, 2005 Equity Purchase Price per Share: 17.00 21.4% Premium to recent share price Shares Outstanding: 9,795.9 Based on most recent 10-Q, includes effect of outstanding options Market Value (Recent) $137,142.2 Price times shares Market Value (Offer) 166,529.8 Price times shares Transaction Value (Offer) 180,463.3 Market Value + Debt + Trans. Costs - Cash Trans. Value / LTM EBITDA 7.9x Tax Rate: 33.5% Approximate tax rate in 4Q 2004 Interest Rate: 7.0% Assumption $ % Sources: Total Debt: $125,000 68.0% Assumes all traditional and institutional bank debt New Equity: 50,422 27.4% Assumes additional equity to keep Debt/EBITDA at closing at approx. 5x Rolled Equity: 8,326 4.5% Assumes insiders with 5% of common stock roll into LBO Total Sources: $183,748 Uses: Summary of LBO Returns: IRR Refinance Debt: $11,706 Holding Period $17/Sh $18/Sh $19/Sh Purchase Equity: 166,530 3 Year 24.9% 18.4% 13.2% Transaction Expenses 5,512 4 Year 22.9% 18.1% 14.1% Total Uses: $183,748 5 Year 20.7% 16.9% 13.7% Income Statement 2005 2006 2007 2008 2009 2010 2011 2012 2013 2014 Revenues $207,252.0 $217,614.6 $228,495.3 $239,920.1 $247,117.7 $254,531.2 $262,167.2 $270,032.2 $278,133.1 $286,477.1 Revenue Growth --- 5.0% 5.0% 5.0% 3.0% 3.0% 3.0% 3.0% 3.0% 3.0% EBITDA $24,642.2 $25,874.3 $27,168.1 $28,526.5 $29,382.3 $30,263.7 $31,171.6 $32,106.8 $33,070.0 $34,062.1 EBITDA Margin 11.9% 11.9% 11.9% 11.9% 11.9% 11.9% 11.9% 11.9% 11.9% 11.9% Depreciation 9,041.0 8,992.7 8,948.7 8,908.6 8,872.2 8,838.9 8,808.7 8,781.1 8,756.0 8,733.1 EBIT $15,601.2 $16,881.6 $18,219.3 $19,617.8 $20,510.1 $21,424.8 $22,363.0 $23,325.7 $24,314.0 $25,328.9 Pro Forma Interest Expense 8,574.0 8,177.3 7,696.1 7,131.9 6,497.8 5,801.4 5,032.0 4,184.9 3,254.9 2,237.0 Pro Forma Interest Income 98.6 98.6 98.6 98.6 98.6 98.6 98.6 98.6 98.6 98.6 Pre-Tax Income 7,125.8 8,802.9 10,621.8 12,584.4 14,110.9 15,721.9 17,429.5 19,239.4 21,157.6 23,190.5 Income Taxes 2,388.3 2,950.4 3,560.0 4,217.8 4,729.4 5,269.3 5,841.6 6,448.2 7,091.1 7,772.5 Net Income $4,737.5 $5,852.5 $7,061.8 $8,366.7 $9,381.5 $10,452.6 $11,587.9 $12,791.1 $14,066.5 $15,418.0 Calculation of Free Cash Flow Net Income $4,737.5 $5,852.5 $7,061.8 $8,366.7 $9,381.5 $10,452.6 $11,587.9 $12,791.1 $14,066.5 $15,418.0 Working Capital Requirements (250.0) (39.5) (67.7) (98.7) (311.2) (338.4) (367.0) (397.0) (428.5) (461.5) Depreciation 9,041.0 8,992.7 8,948.7 8,908.6 8,872.2 8,838.9 8,808.7 8,781.1 8,756.0 8,733.1 Maintenance Capex (8,500.0) (8,500.0) (8,500.0) (8,500.0) (8,500.0) (8,500.0) (8,500.0) (8,500.0) (8,500.0) (8,500.0) Free Cash Flow $5,028.5 $6,305.8 $7,442.8 $8,676.6 $9,442.5 $10,453.1 $11,529.5 $12,675.2 $13,894.0 $15,189.7 Summary Balance Sheet Items Cash 3,285.0 3,285.0 3,285.0 3,285.0 3,285.0 3,285.0 3,285.0 3,285.0 3,285.0 3,285.0 Current Assets 12,597.0 13,226.9 13,888.2 14,582.6 15,020.1 15,470.7 15,934.8 16,412.8 16,905.2 17,412.4 Days of Sales 22.2 22.2 22.2 22.2 22.2 22.2 22.2 22.2 22.2 22.2 Current Liabilities 22,314.0 22,904.4 23,498.0 24,093.8 24,220.0 24,332.2 24,429.3 24,510.3 24,574.2 24,619.9 Days of CoGS 44.6 43.6 42.6 41.6 40.6 39.6 38.6 37.6 36.6 35.6 Debt 125,000.0 119,971.5 113,665.7 106,222.9 97,546.3 88,103.8 77,650.7 66,121.2 53,446.0 39,552.0 Equity 58,748.3 64,600.8 71,662.6 80,029.3 89,410.8 99,863.4 111,451.3 124,242.4 138,308.8 153,726.8 PP&E Schedule Beginning Assets $101,258.0 $100,717.0 $100,224.3 $99,775.6 $99,367.0 $98,994.8 $98,655.9 $98,347.2 $98,066.1 $97,810.1 Depreciation (9,041.0) (8,992.7) (8,948.7) (8,908.6) (8,872.2) (8,838.9) (8,808.7) (8,781.1) (8,756.0) (8,733.1) Additions 8,500.0 8,500.0 8,500.0 8,500.0 8,500.0 8,500.0 8,500.0 8,500.0 8,500.0 8,500.0 Ending Assets 100,717.0 100,224.3 99,775.6 99,367.0 98,994.8 98,655.9 98,347.2 98,066.1 97,810.1 97,577.0 Beg. Assets / Depr. -11.2x -11.2x -11.2x -11.2x -11.2x -11.2x -11.2x -11.2x -11.2x -11.2x