Expert Report on Class Damages
Produces a court-ready expert damages report demonstrating class-wide measurability of harm under a common methodology, structured to survive Daubert challenge and support FRCP 23(b)(3) certification.
Prerequisites
- Class definition and complaint — allegations, liability theories, relief sought
- Engagement scope — retention letter specifying opinions requested and exclusions
- Damages evidence — transaction records, financial statements, pricing data, surveys, or defendant-produced databases
- Expert CV — credentials, publications, prior testimony history
- Opposing expert reports (if any) — to distinguish competing methodologies
- Legal authorities — jurisdiction's Daubert/Frye standard; prior rulings on proposed methodology
Quick Start
- Gather prerequisites above
- Confirm jurisdiction's admissibility standard (Daubert, Frye, or Sargon)
- Select primary damages methodology from the methodology table below
- Walk through each output section in order
- Run the compliance checklist before finalizing
Output Sections
1. Title Page
| Field |
Content |
| Court & case caption |
Full court name, case number, parties |
| Expert identity |
Name, title, firm/institution |
| Retaining party |
Plaintiff / Defendant / Neutral |
| Report date |
Date of signing |
| Confidentiality designation |
Per applicable protective order |
2. Introduction & Engagement Scope
- Identify the putative class, claims, and relief sought
- State questions addressed:
- Can damages be measured class-wide using common evidence?
- What is the aggregate class-wide damages amount?
- Do individual damages issues predominate over common ones?
- Explicitly state what is not in scope (liability, causation, individual allocation) to limit deposition exposure
3. Expert Qualifications
Tie credentials directly to the methodology used — generic backgrounds invite Daubert attack.
| Category |
Detail |
| Education |
Degree, institution, year |
| Relevant experience |
Industry, sector, years |
| Publications |
Those bearing on methodology or damages field |
| Prior testimony |
Number of matters, courts, subject areas |
| Specific expertise |
Why qualified for this methodology |
4. Methodology & Economic Framework
Select and justify the primary methodology:
| Methodology |
Best For |
Key Requirements |
| Regression analysis |
Price-fixing, overcharge |
Sufficient transaction data; control variables |
| Before-and-after |
Market disruption, fraud |
Clean pre-period baseline; comparable windows |
| Yardstick / benchmark |
Product liability, consumer harm |
Comparable unaffected market or product |
| Lost profits (but-for) |
Breach, interference |
Reliable projections; defensible counterfactual |
Must include:
- Cite academic literature and FJC Reference Manual on Scientific Evidence (3d ed.)
- Address prior court acceptance in similar cases
- Explain why rejected alternatives are less reliable
- Demonstrate common proof: damages calculable without individualized inquiries
5. Data Sources & Assumptions
For each data source, document:
| Element |
Description |
| Origin |
Who produced it, how obtained |
| Processing |
Cleaning, normalization, exclusions |
| Reliability |
Suitability for analysis; completeness concerns |
| Limitations |
Known gaps; defendant data issues |
Material assumptions: state each explicitly, cite supporting basis, and perform sensitivity analysis showing damages remain robust across reasonable variations.
6. Damages Analysis & Calculations
Present step-by-step:
- Class size — method for identifying affected members
- Per-member harm — average injury and distribution across subgroups
- Aggregate damages — formula, inputs, result
For each step: show formula, data inputs with source citations, and output value.
- Use tables/charts for judge/jury accessibility
- Calculate each measure separately (compensatory, restitutionary, disgorgement) — explain overlaps to avoid double-counting
- Address mitigation, offsets, or benefits reducing net damages
- Present sensitivity ranges for uncertain point estimates
7. Conclusions
- State aggregate damages with confidence level
- If range: identify variation drivers
- Tie each conclusion to methodology and data
- Acknowledge modeling uncertainties — avoid false precision
- Confirm damages provable to reasonable certainty under applicable standard
8. Appendices
| Appendix |
Contents |
| A |
Expert CV |
| B |
Materials considered (complete list) |
| C |
Calculation workpapers |
| D |
Data tables and source extracts |
| E |
Demonstrative exhibits |
| F |
Bibliography |
| G |
Model/software documentation (if proprietary tools) |
Compliance Checklist
1---2name: expert-report-class-damages3description: Drafts a litigation-ready expert report on class-wide damages for class action proceedings. Structures analysis to satisfy Daubert/FRE 702 admissibility and FRCP 23(b)(3) predominance. Use when retaining or preparing a damages expert for class certification, merits, or trial phases.4tags:5 - analysis6 - drafting7 - litigation8---910# Expert Report on Class Damages1112Produces a court-ready expert damages report demonstrating class-wide measurability of harm under a common methodology, structured to survive Daubert challenge and support FRCP 23(b)(3) certification.1314## Prerequisites15161. **Class definition and complaint** — allegations, liability theories, relief sought172. **Engagement scope** — retention letter specifying opinions requested and exclusions183. **Damages evidence** — transaction records, financial statements, pricing data, surveys, or defendant-produced databases194. **Expert CV** — credentials, publications, prior testimony history205. **Opposing expert reports** (if any) — to distinguish competing methodologies216. **Legal authorities** — jurisdiction's Daubert/Frye standard; prior rulings on proposed methodology2223## Quick Start24251. Gather prerequisites above262. Confirm jurisdiction's admissibility standard (Daubert, Frye, or Sargon)273. Select primary damages methodology from the methodology table below284. Walk through each output section in order295. Run the compliance checklist before finalizing3031## Output Sections3233### 1. Title Page3435| Field | Content |36|---|---|37| Court & case caption | Full court name, case number, parties |38| Expert identity | Name, title, firm/institution |39| Retaining party | Plaintiff / Defendant / Neutral |40| Report date | Date of signing |41| Confidentiality designation | Per applicable protective order |4243### 2. Introduction & Engagement Scope4445- Identify the putative class, claims, and relief sought46- State questions addressed:47 - Can damages be measured class-wide using common evidence?48 - What is the aggregate class-wide damages amount?49 - Do individual damages issues predominate over common ones?50- Explicitly state what is **not** in scope (liability, causation, individual allocation) to limit deposition exposure5152### 3. Expert Qualifications5354Tie credentials directly to the methodology used — generic backgrounds invite Daubert attack.5556| Category | Detail |57|---|---|58| Education | Degree, institution, year |59| Relevant experience | Industry, sector, years |60| Publications | Those bearing on methodology or damages field |61| Prior testimony | Number of matters, courts, subject areas |62| Specific expertise | Why qualified for *this* methodology |6364### 4. Methodology & Economic Framework6566**Select and justify the primary methodology:**6768| Methodology | Best For | Key Requirements |69|---|---|---|70| Regression analysis | Price-fixing, overcharge | Sufficient transaction data; control variables |71| Before-and-after | Market disruption, fraud | Clean pre-period baseline; comparable windows |72| Yardstick / benchmark | Product liability, consumer harm | Comparable unaffected market or product |73| Lost profits (but-for) | Breach, interference | Reliable projections; defensible counterfactual |7475**Must include:**76- Cite academic literature and FJC *Reference Manual on Scientific Evidence* (3d ed.)77- Address prior court acceptance in similar cases78- Explain why rejected alternatives are less reliable79- Demonstrate common proof: damages calculable without individualized inquiries8081### 5. Data Sources & Assumptions8283For each data source, document:8485| Element | Description |86|---|---|87| Origin | Who produced it, how obtained |88| Processing | Cleaning, normalization, exclusions |89| Reliability | Suitability for analysis; completeness concerns |90| Limitations | Known gaps; defendant data issues |9192**Material assumptions:** state each explicitly, cite supporting basis, and perform sensitivity analysis showing damages remain robust across reasonable variations.9394### 6. Damages Analysis & Calculations9596Present step-by-step:97981. **Class size** — method for identifying affected members992. **Per-member harm** — average injury and distribution across subgroups1003. **Aggregate damages** — formula, inputs, result101102For each step: show formula, data inputs with source citations, and output value.103104- Use tables/charts for judge/jury accessibility105- Calculate each measure separately (compensatory, restitutionary, disgorgement) — explain overlaps to avoid double-counting106- Address mitigation, offsets, or benefits reducing net damages107- Present sensitivity ranges for uncertain point estimates108109### 7. Conclusions110111- State aggregate damages with confidence level112- If range: identify variation drivers113- Tie each conclusion to methodology and data114- Acknowledge modeling uncertainties — avoid false precision115- Confirm damages provable to reasonable certainty under applicable standard116117### 8. Appendices118119| Appendix | Contents |120|---|---|121| A | Expert CV |122| B | Materials considered (complete list) |123| C | Calculation workpapers |124| D | Data tables and source extracts |125| E | Demonstrative exhibits |126| F | Bibliography |127| G | Model/software documentation (if proprietary tools) |128129## Compliance Checklist130131- [ ] **Daubert**: methodology is testable, peer-reviewed where possible, has known error rate, and is generally accepted — address all four factors [VERIFY circuit's Daubert formulation]132- [ ] **FRCP 23(b)(3)**: common questions predominate; model does not require individualized mini-trials133- [ ] **FRE 702**: opinions based on sufficient facts, reliable methodology, reliably applied to facts134- [ ] **Scope discipline**: no opinions beyond engagement scope135- [ ] **Data provenance**: chain of custody documented for all data relied upon136- [ ] **Replication**: methodology sufficiently documented for opposing expert to replicate137- [ ] **Jurisdiction**: confirm controlling admissibility standard — Daubert, Frye, *Sargon* (CA), or other [VERIFY by jurisdiction]