Read financial statements fluently. From the accounting equation through ROIC and FCF quality — four levels that build a professional financial analyst from scratch.
No jargon. No prior knowledge. Just the fundamentals.
Understand what financial statements are and what they're trying to tell you. Every concept from Accounting Made Simple — from the accounting equation through GAAP and accruals — built from scratch.
Accounting Made Simple by Mike Piper
Why every business transaction leaves a financial trace — and why investors who can read that record have a structural edge over those who can't.
The single identity that every financial statement is built on. Understand why it always holds — and what it really means for owners' equity.
Cash, receivables, inventory, and property: what each asset account represents and how current vs. long-term classification signals liquidity.
Accounts payable, notes payable, and owners' equity: the funding side of the accounting equation and what each component tells you about a company's obligations.
How to read a real two-period balance sheet: the 12-month classification rule, what's changed year-over-year, and the early warning signs hidden in the comparison.
Revenue minus cost of goods sold equals gross profit. What each line means, why gross profit margin is the first number analysts look at, and the t-shirt vs. tax return example.
Operating expenses, non-operating items, and the path from gross profit to net income. Why operating income often predicts future earnings better than net income.
The shortest financial statement does the most important linking work. How net income flows from the income statement, through retained earnings, into the balance sheet.
The operating section reconciles net income to real cash. Why it's the hardest statement to manipulate — and what it tells you that the income statement doesn't.
Capex, acquisitions, debt issuance, dividends: the investing and financing sections reveal how a company is deploying and funding its capital.
Net income → retained earnings → balance sheet. Cash flows tie to both. See the full system in one place — the connective tissue most beginners never learn.
Generally Accepted Accounting Principles: who sets them, who must follow them, and why consistency rules are what make financial statements comparable across companies.
Historical cost, matching principle, materiality, entity assumption, money unit: the conceptual bedrock that explains why accountants record transactions the way they do.
The double-entry system demystified. Every transaction has two sides — understand the mechanics so the structure of any financial statement makes intuitive sense.
The cash method vs. the accrual method: why most businesses must use accrual, and how prepaid expenses and unearned revenue are the two cases that trip up new readers.
Ten questions spanning the accounting equation, the four statements, GAAP assumptions, and the cash vs. accrual distinction.
Understand the choices inside the numbers.
Accounting requires judgment. This level follows every chapter of Libby's Financial Accounting — from revenue recognition and receivables through bonds, equity, and cash flows. Learn to see the choices, not just the numbers.
Financial Accounting by Libby / Libby / Short + Accounting Made Simple by Mike Piper
Who reads financial statements and what decisions they drive: investors, creditors, managers. The information chain from GAAP filings to market prices.
How a company's earliest transactions — issuing stock, taking loans, buying assets — flow through the accounting equation and land on the balance sheet.
How operating transactions create revenues and expenses. Libby's Papa John's case: trace a real company's transactions from sale to income statement.
End-of-period adjusting entries: deferred revenues, deferred expenses, accrued revenues, accrued expenses — the four categories that turn cash-basis records into GAAP financials.
How adjusting entries shape reported earnings. When adjustments are legitimate vs. when they're used to smooth results — the first lesson in reading beyond the headline number.
The audit opinion, the MD&A, the notes, and the press release: what each communicates, who prepares it, and why the gap between GAAP results and adjusted results matters.
The five-step revenue recognition model. Why the timing of revenue is one of accounting's biggest judgment calls — and the most common place earnings manipulation begins.
Money owed that may never arrive. The allowance method, the aging schedule, and why receivables growing faster than revenue is one of the earliest red flags in a filing.
What qualifies as cash, why internal controls matter for financial statement integrity, and the bank reconciliation as the first line of fraud prevention.
The same physical goods, three different profit numbers depending on cost flow assumption. Why method choice matters for margins, taxes, and comparability.
The full anatomy of COGS: direct materials, direct labor, manufacturing overhead. Why gross margin analysis requires understanding what's actually being expensed.
When inventory must be written down, what the LIFO reserve reveals about inventory inflation, and the lower-of-cost-or-market rule as a conservative accounting floor.
The PP&E lifecycle from acquisition to disposal. What gets capitalized vs. expensed, the PP&E rollforward schedule, and the capex-to-depreciation ratio as a maintenance signal.
Three methods, three different earnings profiles. How the choice of depreciation method shapes operating income — and how to spot aggressive vs. conservative policies.
Patents, trademarks, customer lists, and goodwill: what each is, how it's amortized, and why goodwill impairment tests create the most discretionary charges on any balance sheet.
How oil, timber, and mineral reserves are accounted for. The depletion method, Libby's Southwest Airlines case, and what depletion rates reveal about reserve life.
The full liability section decoded: trade payables, accrued liabilities, contingent liabilities, and why the footnotes are where the real liability risks often live.
How ASC 842 forced every lease onto the balance sheet. Finance vs. operating classification, right-of-use assets, lease liabilities, and analyst adjustments for cross-company comparisons.
Why book income and taxable income almost never match. Deferred tax assets and liabilities, the valuation allowance as a going-concern signal, and reading the effective tax rate reconciliation.
The non-cash expense that tech companies love and analysts must understand. Grant-date fair value, cliff vs. graded vesting, the Treasury Stock Method for diluted EPS, and SBC as a percentage of revenue.
Eighteen questions covering revenue recognition, receivables, inventory methods, PP&E, depreciation, and liabilities — applied to real financial statement excerpts.
Bonds, equity, investments, and the indirect method decoded.
Complete the Libby curriculum: long-term debt instruments, shareholders' equity structure, inter-corporate investments, and the full cash flow statement — from the indirect method through ratio analysis and DuPont decomposition.
Financial Accounting by Libby / Libby / Short + Accounting Made Simple by Mike Piper
Bond mechanics from the issuer's perspective: face value, coupon, maturity, and the times-interest-earned ratio as the first coverage test for debt safety.
When market rates diverge from coupon rates, bonds trade away from par. The effective interest method: how carrying value and interest expense change every period.
Gain or loss on early extinguishment, how zero-coupon bonds accrete to face value, and the debt-to-equity ratio as the leverage measure tied directly to the balance sheet.
The anatomy of the equity section: authorized vs. issued vs. outstanding shares, par value, additional paid-in capital, and what each tells you about the company's capitalization history.
How buybacks reduce the share count and hit the equity section, why treasury stock is a contra-equity account, and the accounting for dividends and stock splits.
Why diluted EPS is almost always the number that matters. Options, warrants, convertibles: the treasury stock method and why SBC is quietly diluting shareholders every quarter.
Three accounting treatments for three ownership levels: mark-to-market for trading securities, OCI for available-for-sale, and the equity method when you have significant influence.
When one company controls another, the financials are consolidated. Libby's Washington Post case: how minority interest appears, and what consolidation hides and reveals.
Net income is the starting point; then every non-cash item and working capital change is added or subtracted. The indirect method step-by-step — the foundation of FCF analysis.
Capex, acquisitions, debt issuance, equity raises, dividends, buybacks: the investing and financing sections as a window into management's capital allocation priorities.
Operating cash flow minus capex: the definition, why it's more reliable than net income, and how to find it directly in a 10-K cash flow statement.
Current ratio, quick ratio, receivables turnover, inventory turnover, and asset turnover: the operational efficiency ratios that connect balance sheet items to income statement performance.
Return on assets, return on equity, net profit margin, and the debt ratios: how profitability and leverage interact — and why ROE without context can be deeply misleading.
Decompose return on equity into its three drivers. The same 30% ROE can mean completely different things — DuPont tells you whether it comes from margins, efficiency, or leverage.
Fifteen questions covering bonds, equity instruments, investments, the indirect method, free cash flow, and ratio analysis — grounded in Libby Ch10–14.
Bridge accounting mastery to investment analysis.
Apply everything from levels 100–300 to the questions professional investors actually ask. ROIC, NOPAT, FCF quality, earnings manipulation, and a complete company analysis framework grounded in McKinsey and Damodaran.
Valuation: Measuring and Managing the Value of Companies (McKinsey) + The Little Book of Valuation (Damodaran) + Financial Accounting (Libby)
Companies create value only when returns exceed the cost of capital. ROIC vs. WACC is the spread that drives long-term stock prices — not earnings growth.
ROIC = NOPAT ÷ Invested Capital. How to calculate each from GAAP financials, the adjustments McKinsey makes, and why the raw numbers are almost always wrong.
How many days does cash travel through operations before coming back? The CCC separates self-financing businesses from capital-intensive cash traps.
The two metrics that tell you how much financial stress a business can absorb. The zone framework, synthetic ratings, and McKinsey's 3M case at 23.6× coverage.
Each margin measures something different. What the gaps between them reveal about where value is created and destroyed inside the income statement.
FCFF and FCFE from first principles. The bridge from EBITDA to FCFF, FCF conversion quality as an earnings credibility test, and why Buffett's 'owner's earnings' diverges from net income.
The shorthand analysts use to compare what markets pay for similar businesses. Companion variables, why Damodaran uses median not mean, and how multiples shift with rates.
The CFO/NI ratio as the simplest quality screen. The accruals test, non-cash income inflation, and why low-quality earnings consistently precede disappointments.
The recurring patterns of aggressive accounting. Channel stuffing, big-bath charges, cookie-jar reserves, and capitalizing expenses that should flow through the income statement.
A single year is a photograph. Five years of ROIC, margins, CFO/NI, and leverage is a film — the only way to see whether a business is building advantage or quietly deteriorating.
Synthesize the full 400-level toolkit: business quality first, financial health second, valuation last. Damodaran's bias warning and McKinsey's unit-by-unit cash flow mapping applied to any public company.
A real company, a real 10-K, and the full framework applied end-to-end: ROIC, margins, FCF quality, earnings quality, CCC, leverage zones, and a final investment view.
Thirteen applied questions: calculate ROIC, assess FCF quality, identify earnings red flags, and build a partial analysis framework from provided financial data.