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Project Database

A central registry of all notebooks, research articles, and guides rendered in the project.

TitleTypeCategoryAction
Impact of 401(k) on Financial Assets
notebook
casesView
Sample Ratio Mismatch
notebook
scenariosView
Comparison of Augmented Synthetic Control Method (ASCM)
notebook
researchView
ASCM pseudocode with math
article
guideView
Benchmarking: DiffInMeans vs Scipy implementation
notebook
researchView
Scenario: Classic RCT
notebook
scenariosView
Increasing average bill AB test
notebook
casesView
DGP classic_rct_gamma_26
notebook
researchView
CUPED
notebook
scenariosView
CUPEDModel
article
guideView
DML IRM vs Propensity Score Weighting (PSW)
notebook
researchView
Compare Implementation of DML IRM in Causalis and DML IRM in DoubleML
notebook
researchView
Benchmark MultiTreatmentIRM vs DoubleML Multitreatment (APOS)
notebook
researchView
Estimation of CX with MutliTreatment DLM
notebook
casesView
GATE
notebook
scenariosView
GATE / GATET (from IRM)
article
guideView
DGP generate_classic_rct_26
notebook
researchView
generate_cuped_binary_26
notebook
researchView
generate_cuped_tweedie_26
notebook
researchView
generate_multitreatment_binary_26()
notebook
researchView
generate_multitreatment_gamma_26()
notebook
researchView
generate_obs_hte_26_rich()
notebook
researchView
generate_obs_hte_binary_26()
notebook
researchView
`generate_scm_gamma_26()`
notebook
researchView
generate_scm_poisson_26()
notebook
researchView
Synthetic Control Method
notebook
casesView
0.Introduction to Causal Inference
article
guideView
DML IRM vs CausalML NearestNeighborMatch
notebook
researchView
Multi Unconfoundedness
notebook
scenariosView
MultiTreatmentIRM
article
guideView
Probability to become a premium
notebook
casesView
Estimand: Average Treatment Effect (ATE)
article
guideView
Refutation of DML IRM inference
notebook
researchView
Refutation flow for multi-treatment IRM
notebook
researchView
Achievements effect on Retention to third month in ecosystem
notebook
casesView
ASCM Model Diagnostics
notebook
researchView
Synthetic Control Method
notebook
scenariosView
Uncofoundedness
notebook
scenariosView
UnconfoundednessModel (IRM)
article
guideView
Your First Notebook
notebook
casesView