Generate the Data Analysis Techniques subsection of your Methodology with justification for PLS-SEM/CB-SEM/regression/mediation, step-by-step analysis sequence, fit index thresholds, CMB test specification, and sample size check.
Produces the "Data Analysis" or "Analytical Procedure" subsection of your Methodology section. This sub-section typically runs 150–250 words within the 600–800 word Methodology target.
→ agents/analysis-agent.md
Single agent.
For PLS-SEM:
For CB-SEM:
For Multiple Regression (OLS):
For Mediation (Hayes PROCESS):
| Index | Threshold | Where to find in [software] |
|---|---|---|
| CFI | > 0.95 | Model Fit output |
| RMSEA | < 0.06 | Model Fit output |
| SRMR | < 0.08 | Model Fit output |
| AVE | > 0.50 | Construct Reliability output |
| CR | > 0.70 | Construct Reliability output |
| HTMT | < 0.85 | Discriminant Validity output |