Financial Modelling
Master the four pillars of financial modelling: Relative Valuation (Comps), Discounted Cash Flow (DCF), the Integrated 3-Statement Model, and the LBO Financial Model. 15 sessions of hands-on Excel work.
Block 1 - Relative Valuation (Sessions 1–4)
4 SessionsRelative Valuation - Intro & P/E
What are multiples? P/E ratio mechanics, normalization, and first case study.
EV/EBITDA & Market Comps
Enterprise Value multiples, building a comps table, ACS / FCC / ACCIONA case.
PEG Ratio & Growth Multiples
PEG, EV/EBITDA Growth, Central Electrical plc case study.
Relative Valuation - Full Case
Ferrari, Iberdrola, Mobily valuation range case studies. Buy/Sell/Hold.
Block 2 - DCF Models (Sessions 5–8)
4 SessionsFree Cash Flow & FCFF
Materials not yet uploaded. Coming soon.
WACC Components
Materials not yet uploaded. Coming soon.
Terminal Value Methods
Materials not yet uploaded. Coming soon.
DCF Model & Football Field
Materials not yet uploaded. Coming soon.
Block 3 - 3-Statement Model (Sessions 9–12)
4 Sessions3-Statement Model - Intro
Materials not yet uploaded. Coming soon.
Income Statement Forecast
Materials not yet uploaded. Coming soon.
Balance Sheet & Cash Flow
Materials not yet uploaded. Coming soon.
3-Statement - Full Build
Materials not yet uploaded. Coming soon.
Block 4 - LBO Model (Sessions 13–14)
2 SessionsLBO Mechanics & Deal Assumptions
Materials not yet uploaded. Coming soon.
LBO Model & Exit IRR
Materials not yet uploaded. Coming soon.
Final Exam
Computer-based cumulative exam. 40% of final grade.
Relative Valuation - Introduction & P/E Ratio
The quickest and most widely used valuation methodology. Learn to select comparables, pick the right multiples, and build dynamic comps models in Excel.
What is Relative Valuation?
FoundationRelative Valuation (also called Comps or Multiples Analysis) asks a simple question: What are similar companies worth, and what does that imply for our target?
It is the fastest and most widely used valuation methodology in practice - used daily by equity analysts, investment bankers, and private equity professionals. Its power lies in its simplicity and market-grounding. Its weakness is that it cannot identify absolute value - it only tells you if something is cheap or expensive relative to peers.
Every relative valuation follows the same three-step process:
| # | Step | What You Do | Key Judgment |
|---|---|---|---|
| 1 | Select Comparables | Identify 5–15 companies with similar business model, size, geography, and growth profile | Similarity quality beats quantity - 5 tight comps beat 20 loose ones |
| 2 | Choose Multiples | Pick the most relevant ratio(s): P/E for profitable companies; EV/EBITDA for capital-heavy or leveraged firms; EV/Sales for unprofitable growth companies | The multiple must be meaningful for the sector |
| 3 | Apply & Interpret | Calculate the median/mean multiple of the comp set; apply to the target's metric; triangulate with DCF | Use a range, not a single point. Report sensitivity. |
Multiples fall into two families depending on whether they reference Equity Value or Enterprise Value (EV):
| Category | Multiple | Numerator | Denominator | Best Used For |
|---|---|---|---|---|
| Equity | P/E | Market Cap (Price × Shares) | Net Income (or EPS) | Profitable companies; mature sectors |
| Equity | P/BV | Market Cap | Book Value of Equity | Banks, financial institutions |
| Equity | P/CF | Market Cap | Operating Cash Flow | Capital-light businesses |
| Enterprise | EV/EBITDA | EV = Mkt Cap + Net Debt | EBITDA | Capital-heavy; cross-capital-structure comps |
| Enterprise | EV/EBIT | EV | EBIT | When D&A differences matter less |
| Enterprise | EV/Sales | EV | Revenue | Unprofitable companies; high-growth tech |
The P/E Ratio in Depth
Core MultipleThe Price-to-Earnings ratio is the most widely cited valuation multiple. It tells you how many euros/dollars the market is paying for each euro/dollar of annual net earnings.
A high P/E implies the market expects strong future growth. A low P/E may suggest the market is pessimistic about growth prospects, OR that the company is genuinely undervalued relative to peers.
Raw reported net income often contains one-off items that distort the true recurring earnings power. Normalization adjusts for these before calculating multiples.
| Adjustment Type | Example | Direction |
|---|---|---|
| Restructuring charges | Factory closure costs booked in Year 1 | Add back (unusual cost) |
| Asset write-downs | Goodwill impairment not cash | Add back |
| Gains on asset sales | Sold subsidiary above book value | Deduct (non-recurring gain) |
| Litigation settlements | One-time legal payout | Add back |
| Stock compensation (SBC) | Executive share awards expensed | Judgment call - real cost? |
| Change in accounting policy | Revenue recognition restatement | Restate to consistent basis |
Analysts track multiples on three time horizons - each tells a different story:
| Notation | Meaning | Useful For | Risk |
|---|---|---|---|
| LFY | Last Full Year (actual, audited) | Clean historical anchor; no forecast error | Backward-looking; may not reflect today's business |
| LTM | Last Twelve Months (trailing) | Most current; includes recent quarters | Mix of old + new accounting periods |
| NTM / NTM+1 | Next Twelve Months (forward) | Forward-looking; prices in expectations | Consensus errors; analyst optimism bias |
Case Study - P/E Ratio Valuation
Excel ExerciseUsing the data from the class Excel file, follow this sequence:
A properly structured Excel comps table is the deliverable. Always format it consistently:
| Company | Net Income (€M) | Shares (M) | EPS (€) | Market Price (€) | P/E (x) |
|---|---|---|---|---|---|
| Company A | 608.66 | 350 | 1.74 | 36.68 | 21.1x |
| Company B | 421.40 | 155 | 2.72 | 60.35 | 22.2x |
| Average | - | - | - | - | 21.6x |
| Company C (target) | 324.00 | 60 | 5.40 | ? | → €116.64 |
Slide Exercises - from the course Deck
In-ClassQuestion A: If the historical average P/E for Company B is 12x, should you buy or sell?
Question B: If the industry average P/E is 11x, should you buy or sell?
| P&L Item | Reported (€M) | Adjustment | Normalised (€M) |
|---|---|---|---|
| Restructuring costs | (50) | Add back - non-recurring | - |
| Profit Before Tax | 100 | → Restated PBT | 150 |
| Tax (30%) | (30) | 30% × 150 | (45) |
| Net Income | 70 | Normalised | 105 |
The course's slides include Bloomberg market multiple snapshots (Slides 25–27). Key observations from real market data:
| Sector | Typical P/E Range | Typical EV/EBITDA | Why the difference? |
|---|---|---|---|
| Technology / Growth | 25–50x+ | 15–25x | High growth expectations priced in |
| Consumer Staples | 18–25x | 12–16x | Defensive earnings quality premium |
| Industrials | 14–18x | 8–12x | Cyclicality discounts peak earnings |
| Utilities | 12–16x | 7–10x | Regulated, predictable but slow growth |
| Banks / Financials | 8–14x | N/A (use P/BV) | Leverage is the business model - EV meaningless |
| Loss-making / Early stage | N/A | N/A | Use EV/Revenue or EV/MAU |
From the slides, the course lists explicit cases where P/E breaks down:
| Situation | Problem | Alternative |
|---|---|---|
| Loss-making company | Negative EPS → P/E is meaningless | EV/Revenue, EV/Gross Profit |
| Non-recurring items in earnings | Distorts "true" earnings power | Normalised/Adjusted P/E |
| Different leverage levels | Interest expense distorts net income | EV/EBITDA (capital-neutral) |
| Different tax rates (cross-border) | Tax differences inflate/deflate EPS | EV/EBIT or EV/EBITDA |
| Financial companies (banks, insurance) | Debt is their raw material, not leverage | P/BV, P/E on normalised basis |
| High-growth / pre-profit | EPS tiny or negative; multiple explodes | EV/Revenue, EV/MAU, PEG |
EV/EBITDA & Building Market Comps
Enterprise Value multiples remove the distortion of capital structure. Learn to compute EV, build a comps table with both P/E and EV/EBITDA, and make a Buy/Sell/Hold recommendation.
Enterprise Value - The Capital-Neutral Measure
ConceptEnterprise Value represents the total economic value of a business - what it would cost to buy the entire company, repay all debt, and pocket the cash. It is capital-structure neutral because it includes both debt and equity holders' claims.
EBITDA (Earnings Before Interest, Taxes, Depreciation & Amortisation) is a proxy for operating cash flow before capex. It strips out financing costs and accounting choices.
| Advantage | Limitation |
|---|---|
| Capital-structure neutral (includes debt) | EBITDA ≠ cash flow (ignores capex) |
| Unaffected by depreciation policy differences | Can flatter capital-intensive businesses |
| Works across geographies (no tax rate differences) | Excludes working capital changes |
| Useful for leveraged companies (LBOs) | Not applicable to financial companies |
Case Study - ACS, FCC & ACCIONA
Excel ExerciseThe Excel model requires you to fill in EV, EV/EBITDA, then back-calculate ACCIONA's equity value and implied stock price:
Best practice is to present multiple multiples in a single comps table, showing LFY, Year 1 (E) and Year 2 (E) for each:
| Company | Mkt Cap (€M) | P/E LFY | P/CF LFY | P/BV LFY | EV/EBITDA LFY |
|---|---|---|---|---|---|
| Company A plc | 11,342 | 14.5x | 4.5x | - | 9.0x |
| Company B plc | 21,488 | 10.1x | 2.7x | - | 8.5x |
| Company C plc | 19,133 | 9.7x | 2.6x | - | 7.6x |
| Average | - | 11.4x | 3.3x | - | 8.4x |
| Target (ACCIONA) | ? | → Apply | → Apply | - | → Apply |
Exercise 3 - Omnitel / Mannesmann (EV/EBITDA)
Slide 29from the course slides - a real European banking sector comps table illustrating P/E, P/BV, Dividend Yield, ROE and Payout. Notice how banks use P/BV rather than EV/EBITDA.
| Company | P/E FY1 | P/BV FY1 | Div Yield | ROE FY1 | Payout |
|---|---|---|---|---|---|
| Societe Generale | 10.4x | 1.8x | 3.96% | 16.99% | 41.2% |
| BNP Paribas | 9.7x | 1.5x | 3.29% | 15.54% | 32.0% |
| UBS | 12.3x | 2.8x | 3.21% | 22.32% | 39.6% |
| Deutsche Bank | 12.5x | 1.3x | 2.49% | 10.01% | 31.2% |
| ABN Amro | 8.6x | 1.9x | 5.39% | 22.28% | 46.6% |
| BBVA | 14.5x | 2.7x | 3.38% | 18.84% | 49.0% |
| Banco Santander | 12.6x | 2.1x | 3.63% | 16.46% | 45.5% |
| Barclays | 10.3x | 2.0x | 4.35% | 19.35% | 44.6% |
| HSBC Holdings | 14.2x | 2.3x | 4.12% | 16.02% | 58.5% |
| Lloyds TSB | 10.4x | 2.4x | 7.94% | 23.28% | 82.6% |
Utilities use EV/EBITDA as the primary multiple because of massive D&A charges on regulated assets. The Net Debt/EBITDA column is critical - it shows the leverage capacity of each utility's regulated cash flows.
| Company | P/E FY1 | EV/EBITDA | Net Margin | Net Debt/EBITDA | Div Yield |
|---|---|---|---|---|---|
| Suez | 15.6x | 5.3x | 4.2% | 2.2x | 4.1% |
| E.ON AG | 11.5x | 5.1x | 9.5% | 0.7x | 3.6% |
| RWE AG | 10.4x | 4.5x | 5.2% | 1.9x | 3.6% |
| Endesa | 11.7x | 6.8x | 8.5% | 3.4x | 4.5% |
| Gas Natural | 15.6x | 9.1x | 9.7% | 2.0x | 3.2% |
| Iberdrola | 13.6x | 9.4x | 11.4% | 3.8x | 4.1% |
| International Power | 20.2x | 13.8x | 12.0% | 7.3x | 1.6% |
| Scottish Power | 10.2x | 7.1x | 10.2% | 2.7x | 5.5% |
| Red Electrica | 14.9x | 8.4x | 13.5% | 4.2x | 4.1% |
| Enel | 14.7x | 6.6x | 9.7% | 2.2x | 8.8% |
From Slide 32 - Net Debt/EBITDA is not a valuation multiple but a credit metric that appears alongside EV/EBITDA in every real comps table. It measures how much leverage the company carries relative to its operating earnings.
| Multiple | Formula | Advantage | Drawback |
|---|---|---|---|
| P/S (Price/Sales) | Market Cap / Revenue | Works even for loss-making or distressed companies - sales always positive. Essential for pre-profit startups. | High sales ≠ high profit. A company with €1Bn revenue but 1% margins is worth far less than one with 30% margins. |
| P/BV (Price/Book) | Market Cap / Book Equity | Anchors valuation to accounting net worth. Standard for banks and asset-heavy businesses. | Book value is an accounting construct - can be distorted by write-downs, goodwill, or aggressive depreciation policies. |
| Div Yield | DPS / Market Price | Direct measure of cash return to shareholders. Key metric for income investors in utilities and telcos. | High yield can signal distress (price has fallen) rather than generosity. Always check payout ratio sustainability. |
PEG Ratio & Growth Multiples
The P/E ratio ignores growth. The PEG ratio fixes this by adjusting for expected earnings growth - a company growing at 30% per year deserves a higher P/E than one growing at 5%.
The PEG Ratio - Adjusting P/E for Growth
Core ConceptThe Price/Earnings to Growth (PEG) ratio was popularised by Peter Lynch (Fidelity Magellan Fund) as a quick screen to identify growth companies trading at reasonable valuations.
| PEG Value | Interpretation | Action Signal |
|---|---|---|
| < 0.5x | Significantly undervalued relative to growth | Strong Buy signal |
| 0.5x – 1.0x | Potentially undervalued | Buy signal |
| 1.0x | Fair value (growth = price paid) | Hold / Neutral |
| 1.0x – 2.0x | Potentially overvalued | Sell / Underweight |
| > 2.0x | Significantly overvalued | Strong Sell signal |
From the class Excel file (CaseStudy1_Summary). Central Electrical plc has three comparable companies A, B, C. The task is to compute a range of multiples and issue a Buy/Sell/Hold recommendation.
| Company | Mkt Cap (€M) | P/CF LFY | P/CF Y1(E) | P/CF Y2(E) | P/BV LFY | EV/EBITDA LFY |
|---|---|---|---|---|---|---|
| Company A plc | 11,342 | 14.5x | 13.8x | 12.9x | 4.5x | 9.0x |
| Company B plc | 21,488 | 10.1x | 9.8x | 8.6x | 2.7x | 8.5x |
| Company C plc | 19,133 | 9.7x | 9.2x | 9.0x | 2.6x | 7.6x |
| Average | - | 11.4x | 10.9x | 10.2x | 3.3x | 8.4x |
The second PEG case study tracks a company's Market Cap and Net Income from 2024 through 2029:
| Year | 2024 | 2025 | 2026 | 2027 | 2028 | 2029 |
|---|---|---|---|---|---|---|
| Market Cap (€M) | 701.9 | 743.2 | 976.4 | 1,073.7 | 988.8 | 1,343.1 |
| Net Income (€M) | -7.2 | 6.4 | 12.2 | 16.5 | 26.5 | 26.3 |
| P/E Ratio | n.a. | 116.1x | 80.0x | 65.1x | 37.3x | 51.1x |
Annex - Growth Ratios & Investing Strategies
Slides 42–43From Slide 43 - the course frames PEG within the classic debate between Value and Growth investing:
| Strategy | Investor Mantra | Primary Signal | Risk |
|---|---|---|---|
| Value | "I buy companies trading at a cheap price" | Low P/E ratio | Value traps - cheap for a reason (declining business) |
| Growth | "I buy companies growing rapidly" | High earnings growth rate | Overpaying - buying growth already priced in |
| GARP (Growth at a Reasonable Price) | "I want fast growth but won't overpay for it" | PEG ratio < 1.0x | Growth estimates may be wrong - analyst optimism bias |
From Slides 39–41 (Annex 1 in the deck). When companies are pre-profit or their value is driven by user engagement rather than earnings, traditional multiples fail. Analysts use operating metrics instead.
| Multiple | Formula | Used For |
|---|---|---|
| EV/MAU | EV ÷ Monthly Active Users | Social networks (Meta, Snapchat, TikTok) |
| EV/DAU | EV ÷ Daily Active Users | High-engagement platforms (gaming, messaging) |
| EV/Subscriber | EV ÷ Paying Subscribers | Streaming (Netflix, Spotify) |
| EV/GMV | EV ÷ Gross Merchandise Value | Marketplaces (Amazon, eBay, Shopify) |
Relative Valuation - Full Case Studies
Applying all four blocks of multiples simultaneously: P/E, P/CF, P/BV, and EV/EBITDA across Ferrari, Iberdrola, and Mobily. Building a complete Valuation Range output.
Ferrari, Iberdrola & Mobily - Case Overview
Full CaseFerrari is one of the most discussed valuation puzzles in finance. It consistently trades at premiums far above other automotive companies because the market prices it as a luxury goods company, not a car manufacturer.
The class exercise requires you to build a comps table using both auto peers AND luxury goods peers, then discuss why the implied values diverge so dramatically.
Iberdrola is a global leader in renewable energy. As a regulated utility, it is valued primarily on EV/EBITDA and dividend yield rather than P/E (because earnings are distorted by regulated return structures and D&A-heavy assets).
| Metric | Iberdrola Focus | Why This Multiple? |
|---|---|---|
| EV/EBITDA | Primary multiple | Utilities are asset-heavy; EBITDA captures operating performance before massive D&A charges |
| EV/EBIT | Secondary | Captures actual earnings before interest/tax |
| Dividend Yield | Market standard | Utilities are income stocks; investors buy for stable dividend streams |
| P/E | Tertiary | Used but less reliable due to accelerated depreciation on regulated assets |
Etihad Etisalat (Mobily) is a Saudi Arabian telecommunications company listed on Tadawul. Valuing an emerging-market telecom adds additional complexity layers beyond standard comps.
| Complexity Layer | What to Do |
|---|---|
| Country risk premium | Adjust discount rate / accept lower multiple vs. European peers |
| Currency (SAR vs EUR) | Use EV/EBITDA (currency-neutral) rather than absolute price comps |
| Regulatory environment | Different spectrum licensing, market concentration rules |
| Liquidity discount | Saudi market less liquid than European; may justify 10–15% haircut |
| Growth premium | Emerging markets often trade at premium to developed on growth-adjusted basis |
A professional valuation output is never a single number - it is always a range, typically presented as a football field chart in Excel:
Relative Valuation - Conclusions & Framework
Slides 35–38From Slides 35–36 - the course's summary of the method's strengths and limitations:
- The stocks under comparison are similar in size, industry and risk
- The market is not in a bubble or a crunch
- Comparables are genuinely similar - apples to apples
- You have 5+ high-quality peers with observable market prices
- Entire sector is mispriced (bubble or crash)
- No true comparables exist (unique business model)
- Company is loss-making or pre-revenue
- Accounting differences distort the denominator
From Slide 38 - one of the most important technical rules in multiples analysis, and a frequent exam topic:
| Multiple Type | Numerator | Denominator Must Be... | Examples |
|---|---|---|---|
| EV Multiples | Enterprise Value (equity + debt) | Pre-interest (before deducting debt cost) → available to ALL capital providers | EBITDA, EBIT, Revenue, FCFF |
| Equity Multiples | Market Cap (equity only) | Post-interest (after deducting debt cost) → only what flows to equity | Net Income, EPS, Book Equity, OCF |
From Slide 7 - relative valuation is just one application of financial modelling. The full toolkit covers:
| Methodology | Category | Approach | When Used |
|---|---|---|---|
| Trading Multiples | Relative | Public market prices of comparable companies | Quick sanity check; equity research |
| Transaction Multiples | Relative | Prices paid in M&A deals for comparable targets | M&A advisory; includes control premium |
| DCF Model | Absolute | PV of future free cash flows at WACC | Intrinsic value; long-term investments |
| Dividend Discount Model | Absolute | PV of future dividends at cost of equity | Mature dividend-paying companies |
Free Cash Flow & FCFF
Session materials have not yet been uploaded. This page will be built once slides and exercises are provided.
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Session 5 covers Free Cash Flow to the Firm (FCFF) - the foundation of all DCF models. Upload the session slides to enable full content.
WACC Components
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Session 6 covers the Weighted Average Cost of Capital (WACC) - cost of equity (CAPM), cost of debt, capital structure weights. Upload slides to build.
Terminal Value Methods
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Session 7 covers Terminal Value: Gordon Growth Model (perpetuity) and Exit Multiple approaches. Upload slides to build.
DCF Model & Football Field Chart
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Session 8 covers the full DCF model build and Football Field chart in Excel. Upload slides to build.
3-Statement Model - Introduction
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Session 9 introduces the Integrated 3-Statement Model concept and its components: Income Statement, Balance Sheet, Cash Flow Statement.
Income Statement Forecast
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Session 10 covers forecasting the Income Statement with driver-based assumptions and revenue build-up models.
Balance Sheet & Cash Flow Statement
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Session 11 covers linking the Balance Sheet and Cash Flow Statement to create a fully integrated, self-balancing 3-Statement model.
3-Statement - Full Model Build
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Session 12 is a full case study build - completing a three-statement model from historical financials to a 5-year forecast.
LBO Mechanics & Deal Assumptions
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Session 13 introduces the Leveraged Buyout (LBO) model: transaction assumptions, sources and uses of funds, and debt schedule construction.
LBO Model & Exit IRR
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Session 14 completes the LBO model: cash flow projections, debt paydown, exit assumptions, and calculating the equity IRR and MOIC.
Final Exam - Preparation Guide
Computer-based cumulative examination covering all four blocks. 40% of your final grade. Review all sessions and practice the Excel models.
The exam is computer-based and cumulative - all 14 teaching sessions are in scope. Grade breakdown: Final Exam (40%) + Group Work (40%) + Class Participation (20%).
Practice Quiz
Test your understanding across all sessions. Filter by session and difficulty level. Questions cover Relative Valuation (Sessions 1–4). More sessions will be added as materials are uploaded.
Valuation Simulator
Apply the P/E and EV/EBITDA methodologies interactively. Enter your own numbers and see the implied valuation calculated in real time.
P/E Valuation Simulator
InteractiveEV/EBITDA Valuation Simulator
InteractivePEG Ratio Simulator
InteractiveCourse Glossary
Key terms for Financial Modelling. Organised alphabetically. Use the search box to filter.
Formula Cheat Sheet
Every key formula across all four blocks of the course - Relative Valuation, DCF, 3-Statement Model, and LBO. Print-friendly. Exam-ready.
Quick Reference - All Multiples at a Glance
Summary| Multiple | Formula | Numerator | Denominator | Capital Structure | Best Sector |
|---|---|---|---|---|---|
| P/E | Price / EPS | Market Cap | Net Income | Equity only | Mature profitable companies |
| P/BV | Price / BV per Share | Market Cap | Book Equity | Equity only | Banks, financials |
| P/CF | Price / OCF per Share | Market Cap | Operating Cash Flow | Equity only | Capital-light businesses |
| PEG | P/E ÷ Growth % | Market Cap | NI × Growth | Equity only | Growth companies |
| EV/EBITDA | EV / EBITDA | EV | EBITDA | Neutral ✓ | Industrials, telecoms, PE |
| EV/EBIT | EV / EBIT | EV | EBIT | Neutral ✓ | When D&A differences minor |
| EV/Sales | EV / Revenue | EV | Revenue | Neutral ✓ | Pre-profit / high-growth tech |
| EV/FCF | EV / FCF | EV | Free Cash Flow | Neutral ✓ | Mature cash generative firms |