Essays about: "Fisher Randomization Test"

Found 2 essays containing the words Fisher Randomization Test.

1. 1. Fisher Inference and Local Average Treatment Effect: A Simulation study

   University essay from Uppsala universitet/Statistiska institutionen

   Author : Iveta Tvaranaviciute; [2020]
   Keywords : Randomized experiments; noncompliance; two-stage least squares; weak instruments; Fisher Randomization Test; Neyman-Pearson; statistical power;

   Abstract : This thesis studies inference to the complier treatment effect denoted LATE. The standard approach is to base the inference on the two-stage least squares (2SLS) estimator and asymptotic Neyman inference, i.e., the t-test. READ MORE

3. 2. Fisher's Randomization Test versus Neyman's Average Treatment Test

   University essay from Uppsala universitet/Statistiska institutionen

   Author : Kajsa-Lotta Georgii Hellberg; Andreas Estmark; [2019]
   Keywords : Nonparametric; Parametric; Monte Carlo Approximation; Inference;

   Abstract : The following essay describes and compares Fisher's Randomization Test and Neyman's average treatment test, with the intention of concluding an easily understood blueprint for the comprehension of the practical execution of the tests and the conditions surrounding them. Focus will also be directed towards the tests' different implications on statistical inference and how the design of a study in relation to assumptions affects the external validity of the results. READ MORE