Research Working PapersUniversité du Québec en Outaouais

Research methods

Econometric, computational and experimental methods used across the series, as documented in the manuscripts.

computation

Agent-based simulation
3 papers
WP35 WP27 WP25
Distributed computation on the MacLustr cluster
5 papers
WP34 WP33 WP30 WP28 FIRC0001
Exhaustive enumeration with symmetry reduction
1 paper
WP32
Formal verification (Lean 4, SAT certificates)
3 papers
WP34 WP32 WP28
Monte Carlo simulation
4 papers
WP28 WP23 WP22 WP19

data

Record linkage and entity resolution
3 papers
WP37 WP36 FIRC0001

design

Preregistration with frozen protocol
14 papers
WP38 WP37 WP36 WP35 WP33 WP32 WP31 WP30
Randomized controlled experiments
3 papers
WP29 WP27 WP26

econometrics

Diebold–Yilmaz connectedness
1 paper
WP06
Event study
3 papers
WP36 WP08 FIRC0002
HAR-RV volatility forecasting
2 papers
WP12 WP07
Hazard and duration models
1 paper
WP36
Hedonic regression
11 papers
WP36 WP22 WP16 WP14 WP11 WP09 WP05 WP04
High-dimensional fixed effects
4 papers
WP14 WP10 WP09 WP05
Meta-analysis and meta-regression
1 paper
WP21
Out-of-sample forecast evaluation (DM, MCS)
2 papers
WP23 WP12
Portfolio sorts and Fama–MacBeth regressions
2 papers
WP07 FIRC0002
Quantile regression
5 papers
WP10 WP05 WP04 WP03 WP01
Shapley variance decomposition
1 paper
WP09
Spatial econometrics
4 papers
WP09 WP05 WP04 WP01
State-space models
2 papers
WP23 WP22

inference

Cluster-robust and bootstrap inference
6 papers
WP38 WP36 WP16 WP11 WP03 WP01
Permutation and placebo tests
4 papers
WP38 WP37 WP36 WP15

machine-learning

Gradient boosting and machine-learning benchmarks
6 papers
WP23 WP12 WP11 WP05 WP04 WP03
Schema-constrained LLM extraction
3 papers
WP20 WP14 FIRC0001
Sentence embeddings
2 papers
WP02 FIRC0002

theory

General-equilibrium modelling
3 papers
WP25 WP24 WP18