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to test synthetic models using Monte Carlo simulation. Finally, I intro- duce code for constructing a synthetic NB2-logit …
Persistent link: https://www.econbiz.de/10008518212
Generalized linear models with covariate measurement error can be estimated by maximum likelihood using gllamm, a program that fits a large class of multilevel latent variable models (Rabe-Hesketh, Skrondal, and Pickles 2004). The program uses adaptive quadrature to evaluate the log likelihood,...
Persistent link: https://www.econbiz.de/10005583325
This paper describes how to write Stata programs to estimate the power of virtually any statistical test that Stata can perform. Examples given include the t test, Poisson regression, Cox regression, and the nonparametric rank-sum test. Copyright 2002 by Stata Corporation.
Persistent link: https://www.econbiz.de/10005583335
A common class of problem in statistical science is estimating, as a benchmark, the probability of some event under randomness. For example, in a sequence of events in which several outcomes are possible and the length of the sequence and number of outcomes of each type known, the number of runs...
Persistent link: https://www.econbiz.de/10005583351
Many programs and functions in statistical packages focus on the final stage of clinical trials, that is, the data analysis. In this article, I aim to assist in the early stages of clinical trials, specifically, the design of phase II single-arm trials. I present the new command stopbound, which...
Persistent link: https://www.econbiz.de/10010801213
Simulation studies are essential for understanding and evaluating both current and new statistical models. When …
Persistent link: https://www.econbiz.de/10010630744
A new Stata command, simsum, analyzes data from simulation studies. The data may comprise point estimates and standard … errors from several analysis methods, possibly resulting from several different simulation settings. simsum can report bias …
Persistent link: https://www.econbiz.de/10008677202
I present a new Stata command, simsam, that uses simulation to determine the sample size required to achieve a given …
Persistent link: https://www.econbiz.de/10010633305