Audit the archive
Check firm-year keys, missingness, internal gaps, entry and exit, sample flow, and within- versus between-firm variation.
BUSINESS PREMIUM WORKFLOW · VERSION 1.0
Follow firms over time.
Explain what changes.
Turn a firm-year archive into an auditable analysis. Separate changes within firms from differences between firms, compare panel specifications, and report uncertainty and sensitivity in meaningful business units.
One-time purchase · Individual-use license · Secure digital delivery
ReproducibleDocumented seeds, editable source, and exported results.
DynamicTables, figures, and reporting text update with the analysis.
Clear boundariesAssumptions and limitations accompany the methods.
WHAT IS INSIDE
A clear path from firm-year records to panel results.
Run the worked example, review its diagnostics, then adapt the settings and models to your research design.
Compare panel models
Fit pooled regression, firm and year fixed effects, random effects, and Mundlak correlated random effects on the same sample.
Timing and uncertainty
Use firm-clustered intervals, inspect serial and cross-firm dependence, and construct lags that respect calendar-year gaps.
Sensitivity and influence
Examine winsorization, full-history restrictions, and leave-one-firm-out estimates without treating automatic deletion as a solution.
DESIGNED FOR BUSINESS RESEARCH
Know the question.
Choose the method.
This workflow is useful for:
- Business PhD and DBA researchers working with repeated company records.
- Researchers comparing within-firm and between-firm associations.
- R users familiar with regression and their archival data source.
The workflow models a continuous firm-year outcome. Panel associations are not automatically causal effects. Dynamic GMM, endogenous-regressor corrections, proprietary database access, and specialized limited-outcome models are outside this release.
PUBLIC PREVIEW
Explore the complete worked example.
The preview shows results, figures, and interpretation. The paid version includes all editable R Markdown source, reusable functions, and analysis code. Source code and session information are omitted from the public preview.
YOUR DIGITAL DOWNLOAD
Start with the example.
Make it your own.
Download and unzip the complete package, read START HERE.md, then run the synthetic example before changing the settings. Basic R and regression knowledge are required.
- Complete R Markdown source and reusable R helpers
- Synthetic CSV inputs and data dictionary
- Worked HTML report, figures, and result tables
- Dynamic interpretation and reporting checklist
- Setup instructions, simulation documentation, and validation checks
- Version 1.0 individual-use license
Package installation requires internet access. No proprietary datasets, database subscriptions, or individual consulting services are included.
COMPLETE EDITABLE WORKFLOW
Build on a worked example.
$59 one time.
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