Clear Recommendations: 35 Key Terms

By Devon Coombs, CPA, MBA · Teaching Professor of Finance, Santa Clara University · Reviewed August 2026

Turning a completed analysis into a decision requires vocabulary from two distinct areas, judgment and diligence. Behavioral terms such as anchoring, availability bias, and confirmation bias name the common errors that distort recommendations, while a falsifiable thesis, a clear base case, and a specific decision ask are generally what separate a useful memo from a data dump. Diligence terms like All Appropriate Inquiries and CERCLA matter because environmental liability can override even a strong cash-on-cash return. Week 10 of the free Real Estate Finance course treats this vocabulary as the capstone of the analysis process.

These terms are taught in Week 10: How Do You Turn Complex Analysis into Clear, Decisive Action? Recommendations & Judgment of the free Real Estate Finance course; the full course glossary collects every chapter in one place.

AAI: All Appropriate Inquiries: the 40 CFR Part 312 standard a Phase I must meet (timed within one year, certain components within 180 days) to support CERCLA landowner protections.
All Appropriate Inquiries: The federal standard (40 CFR Part 312, met via ASTM E1527-21) a Phase I must satisfy to support CERCLA landowner liability protections, paired with the buyer’s post-closing continuing obligations.
anchoring: Adjusting insufficiently from an initial reference point, such as a listing price, when forming an estimate. Northcraft and Neale (1987) found even expert agents anchored to list price.
availability bias: Overweighting information that is recent, vivid, or easily recalled when judging frequency or probability. Corrected with base rates and at least one full-cycle of long-run data.
base case: The most likely scenario given current evidence; the reference point against which sensitivity and scenario analysis measure the upside and downside.
cash-on-cash: Annual pre-tax cash flow divided by equity invested, a single-year levered yield measure.
CERCLA: The Comprehensive Environmental Response, Compensation, and Liability Act: the federal cleanup-liability law whose landowner protections a qualifying Phase I (meeting AAI) helps preserve.
confirmation bias: Seeking, interpreting, and recalling evidence that supports an existing belief while discounting contrary evidence. The structural check is a required red-team counter-case.
data dump: A presentation of findings with no synthesis, in the order they were found, that shifts the burden of reaching a conclusion onto the audience, the opposite of a recommendation.
decision ask: The specific action a recommendation requests of the committee (approve at stated terms, authorize diligence spend, approve a revised price, or defer), distinct from the recommendation, which is the analyst’s conclusion.
falsifiable thesis: An investment thesis that states explicitly what must happen for the deal to succeed and what would cause it to fail, testable rather than open-ended.
heuristic: A mental shortcut for judgment under uncertainty that is often useful but can produce systematic errors (Tversky and Kahneman, 1974): representativeness, availability, and anchoring-and-adjustment.
IC memorandum: The investment committee memo: the written record of an investment recommendation that both persuades the committee to act and documents the decision for later performance review.
investment thesis: The reason to buy this asset, in this market, at this price; a strong one is testable, stating what must be true to succeed and what would cause failure.
kill-the-deal test: Distinguishing findings that disqualify a deal (uninsurable, uncurable, unfinanceable, or unpriceable) from those that merely reprice it (deferred maintenance, lease-up, higher costs).
loss aversion: Weighing a prospective loss more heavily than an equivalent gain, distorting hold and sale decisions (Genesove and Mayer, 2001). Corrected by valuing a hold as a fresh purchase at current value.
MAP framework: A verbal recommendation structure for live, time-sensitive decisions: Moment (where we are and the deadline), Aim (the goal or hurdle), Path (the recommended action and next steps).
napkin test: Whether the entire recommendation can be distilled to its essential logic, briefly and clearly, on one page. If it needs a forty-page memo to be intelligible, it has not been synthesized.
newspaper test: Whether the recommendation’s assumptions would look reasonable to a knowledgeable third party judging them in hindsight, two years out. If they would look aggressive, the recommendation is overconfident.
overconfidence: Assigning narrower confidence intervals to projections than the data supports: optimistic timelines, rent growth, and exits. Corrected with reference-class forecasting and base rates.
Phase I ESA: A non-invasive environmental review of records, regulatory databases, interviews, and site conditions that identifies Recognized Environmental Conditions (RECs). Standard for commercial acquisitions; typically $2,000–$5,000.
Phase II ESA: Intrusive environmental sampling (soil borings, groundwater monitoring wells, soil-gas/vapor or building-material testing) to confirm, define, or rule out contamination after a Phase I flags RECs.
Pyramid Principle: Minto’s standard of stating the conclusion first, then grouping the supporting evidence logically beneath it, inverting the academic evidence-to-conclusion order for busy decision-makers.
RAG matrix: A Red-Amber-Green summary classifying each diligence finding: green (satisfactory), amber (monitor, negotiate, or re-underwrite), red (deal-breaker or major repricing/legal resolution before closing).
REC: Recognized Environmental Condition: evidence in a Phase I of a likely release of a hazardous substance at a property.
Recognized Environmental Condition: A REC: evidence in a Phase I of the presence or likely presence of a hazardous substance or petroleum release at a property.
red team: A team member (or group) assigned to argue the strongest counter-case before a recommendation is finalized, the standard structural check against confirmation bias.
reference-class forecasting: Forecasting by comparing a plan to the actual outcomes of similar completed projects (cost per unit, lease-up pace, overruns, exit caps) rather than to an inside view, a corrective for overconfidence.
representativeness: Judging probability by similarity to a familiar pattern rather than by base rates, one of the three heuristics Tversky and Kahneman (1974) identified.
risk/mitigant pairing: Stating every material risk alongside a specific mitigant, monitoring trigger, structural protection, reserve, or decision rule. An unpaired risk creates concern without an action.
SCR structure: Situation-Complication-Resolution: a narrative backbone for a recommendation (where we are, what changed, what I recommend). A simplification of Minto’s Situation-Complication-Question-Answer framework.
sensitivity table: A grid showing how a return metric changes as one or two key assumptions vary (e.g., exit cap rate against rent growth), with the base case highlighted; it holds the other inputs fixed.
sunk cost fallacy: Continuing to invest because of what has already been spent rather than judging the asset on current value and future prospects. The original cost is irrelevant to whether to keep owning.
System 1 and System 2: Kahneman’s two modes of thinking: System 1 is fast, intuitive, and automatic; System 2 is slow, deliberate, and analytical. High-stakes real estate decisions should rely on System 2.
yield on cost: Incremental stabilized income divided by the cost that produced it; for a renovation, the rent premium captured over the renovation spend.

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