An Example of Estimating ITT and LATE via Instrumental Variable
Published:
An example estimating the Intention-to-treat (ITT) effect and the Local Average Treatment Effect (LATE) of a public health policy.
Posts by Tags
Causal Inference
Instrumental Variable
An Example of Estimating ITT and LATE via Instrumental Variable
Published:
An example estimating the Intention-to-treat (ITT) effect and the Local Average Treatment Effect (LATE) of a public health policy.
Intention-to-treat (ITT)
An Example of Estimating ITT and LATE via Instrumental Variable
Published:
An example estimating the Intention-to-treat (ITT) effect and the Local Average Treatment Effect (LATE) of a public health policy.
Linear Regression
Linear Regression and Regularization
Published:
Linear Regression, Non-linear Relationship, Bias-Variance Tradeoff, Regularization
Linear vs. Logistic Regression
Published:
Linear Regression, Logistic Regression, and their difference
Local Average Treatment Effect (LATE)
An Example of Estimating ITT and LATE via Instrumental Variable
Published:
An example estimating the Intention-to-treat (ITT) effect and the Local Average Treatment Effect (LATE) of a public health policy.
Logistic Regression
Linear vs. Logistic Regression
Published:
Linear Regression, Logistic Regression, and their difference
Machine Learning
Linear Regression and Regularization
Published:
Linear Regression, Non-linear Relationship, Bias-Variance Tradeoff, Regularization
Linear vs. Logistic Regression
Published:
Linear Regression, Logistic Regression, and their difference
Markov Chain
Discrete and Continous-time Markov Chains
Published:
Discrete-time Markov Chain, Mover-Stayer Model, Continous-time Markov Chain, Poisson Process, Kolmogorov’s Differential Equations
Public Health
An Example of Estimating ITT and LATE via Instrumental Variable
Published:
An example estimating the Intention-to-treat (ITT) effect and the Local Average Treatment Effect (LATE) of a public health policy.
Public Policy
An Example of Estimating ITT and LATE via Instrumental Variable
Published:
An example estimating the Intention-to-treat (ITT) effect and the Local Average Treatment Effect (LATE) of a public health policy.
Random Process
Discrete and Continous-time Markov Chains
Published:
Discrete-time Markov Chain, Mover-Stayer Model, Continous-time Markov Chain, Poisson Process, Kolmogorov’s Differential Equations
Regularization
Linear Regression and Regularization
Published:
Linear Regression, Non-linear Relationship, Bias-Variance Tradeoff, Regularization
Stochastic Process
Discrete and Continous-time Markov Chains
Published:
Discrete-time Markov Chain, Mover-Stayer Model, Continous-time Markov Chain, Poisson Process, Kolmogorov’s Differential Equations