Logistic or linear? Estimating causal effects of experimental treatments on binary outcomes using regression analysis.

R Gomila - Journal of Experimental Psychology: General, 2021 - psycnet.apa.org
… For each outcome variable, I report the results of linear and logistic regression. Specifically,
… That is, I report ORs for logistic regression and the ATE in probabilities for linear regression. …

Understanding linear and logistic regression analyses

A Worster, J Fan, A Ismaila - Canadian Journal of Emergency …, 2007 - cambridge.org
… A continuous outcome variable can be converted to a categorical one in order for logistic
Unlike linear regression, the predictor variables in logistic regression do not need to be …

[图书][B] Log-linear models and logistic regression

R Christensen - 2006 - books.google.com
… This book examines log-linear models for contingency tables. Logistic regression and
logistic discrimination are treated as special cases and generalized linear models (in the GLIM …

[HTML][HTML] Linear and logistic regression analysis

G Tripepi, KJ Jager, FW Dekker, C Zoccali - Kidney international, 2008 - Elsevier
… will discuss linear regression analysis for the examination of continuous outcome data and
logistic … Furthermore, we focus on the most important application of multiple linear and logistic

Linear and logistic regression models: when to use and how to interpret them?

HM Castro, JC Ferreira - 2022 - SciELO Brasil
SciELO - Brasil - Linear and logistic regression models: when to use and how to interpret
them? Linear and logistic regression models: when to use and how to interpret them? …

Comparison of logistic regression and linear regression in modeling percentage data

L Zhao, Y Chen, DW Schaffner - Applied and environmental …, 2001 - Am Soc Microbiol
… a logistic general linear model (8). In this study, we compared the goodness of fit of linear
regression to logistic … models using both the logistic and linear approaches in exactly the same …

The linear logistic test model as an instrument in educational research

GH Fischer - Acta psychologica, 1973 - Elsevier
The present paper consists of a theoretical and an empirical part: First Rasch's test model for
items with two answer categories is considered under the assumption of linear constraints …

The linear logistic test model

GH Fischer - Rasch models: Foundations, recent developments, and …, 1995 - Springer
… test model is an extension of the Rasch model where certain linear constraints are imposed
… BTL with linear restrictions imposed on the BTL parameters, which we denote as the 'Linear

Linear logistic models for change

GH Fischer - Rasch models: Foundations, recent developments, and …, 1995 - Springer
… In the early seventies, in applications of the linear logistic test model (LLTM) the emphasis
… The model discussed in this section has therefore been called the 'linear logistic model with …

Linear versus logistic regression when the dependent variable is a dichotomy

O Hellevik - Quality & Quantity, 2009 - Springer
linear test is of little practical importance. The significance probabilities from linear and logistic
… A comparison between the results of linear and logistic measures is made, and reasons …