Desired Nonexistent Pages
This is a manually-maintained list of pages that have been linked from elsewhere, or that it would be nice to have, but do not exist yet. Feel free to edit with your own wishes!
A page does not have to be listed here for you to add it! These are just the things that we thought of. There’s certainly plenty more in the world of statistical techniques to be added.
If you create one of these pages, please remove it from this list.
Data Manipulation
- Regular Expressions
Geo-Spatial
- Handling Raster Data
- Handling Vector Data
- Spatial Moving Average Model
Model Estimation
OLS
GLS
- Nonlinear Instrumental Variables Estimation
- Nonparametric regression
- Generalized Method of Moments (GMM)
- Tobit
- Ordered Probit
- Ordered Logit
- Conditional Logit
- Mixed Logit
- Nested Logit
- Endogenous Switching Model
- Nonparametric Sample Selection Models
Multilevel Models
- Hierarchical Bayes Conditional Logit
- Multilevel Regression with Poststratification
- Nonlinear Mixed Effects Models
Research Design
- Differences in Differences with treatment rollout (use updated methods!)
- Propensity Score Matching
- Event Study Estimation
- Synethic Control Method
Statistical Inference
- Average Marginal Effects
- Marginal Effects at the Mean
- Nonlinear hypothesis tests
- Treatment Effect Model
Nonstandard Errors
- Cluster Bootstrap Standard Errors
- Jackknife Standard Errors
Machine Learning
- A-B Testing
- Artificial Neural Networks
- Nearest Neighbors Matching
Presentation
Figures
- Marginal Effects Plots for Discrete Variables
- Graph themes
Tables
- Cross-Tabulations
- Correlation Matrix
Time Series
- Serial Correlation
- Stationarity and Weak Dependence
- Granger Causality
- Moving Average Model
- ARIMA Model
- ARIMAX Model
- ARCH Model
- GARCH Model
- TARCH Model
- Rolling Regressions
- Recursive Regressions
- State Dependent Regression
- Structural Break (Chow Test)
- Dynamic Panel
- Ex-Post Forecasting
- Ex-Ante Forecasting
Other
- Import a Delimited Data File (CSV, TSV)
- Import a Fixed-Width Data File
- Export Data to a Foreign Format
- Set a Working Directory
- Power Analysis of Interaction Terms