Getting the Lags Right
In my November and December posts, I extolled the virtues of SEM for estimating dynamic panel models. By combining fixed effects...
Feb 10, 2015
More on Causal Inference With Panel Data
This is a follow-up to last month’s post, in which I considered the use of panel data to answer questions about...
Nov 25, 2014
Using Panel Data to Infer Causal Direction: ML vs. Arellano-Bond
Does x cause y or does y cause x? Virtually everyone agrees that cross-sectional data are of no use in answering...
Nov 03, 2014
Sensitivity Analysis for Not Missing at Random
When I teach my seminar on Missing Data, the most common question I get is “What can I do if my...
Sep 25, 2014
Problems with the Hybrid Method
For several years now, I’ve been promoting something I called the “hybrid method” as a way of analyzing longitudinal and other...
Sep 02, 2014
UPDATE, 11 February 2021. SAS University Edition will soon be phased out. It will end completely on Aug. 2, 2021. You...
Jul 24, 2014
Prediction vs. Causation in Regression Analysis
In the first chapter of my 1999 book Multiple Regression, I wrote “There are two main uses of multiple regression: prediction...
Jul 08, 2014
Listwise Deletion: It’s NOT Evil
At the 1998 Annual Meeting of the American Political Science Association, Gary King and three co-authors presented a paper titled “Listwise...
Jun 13, 2014
Another Goodness-of-Fit Test for Logistic Regression
In my April post, I described a new method for testing the goodness of fit (GOF) of a logistic regression model...
May 07, 2014
Alternatives to the Hosmer-Lemeshow Test
In my post of March 2013, I pointed out some of the deficiencies of the Hosmer-Lemeshow test for goodness-of-fit (GOF) of...
Apr 09, 2014
Rejected? Keep at it.
Journal editors are people, just like the researchers who submit their work for publication. People make mistakes. Journal editors often fail...
Apr 08, 2013
Why I Don’t Trust the Hosmer-Lemeshow Test for Logistic Regression
The Hosmer-Lemeshow (HL) test for logistic regression is widely used to answer the question “How well does my model fit the...
Mar 05, 2013