Third, I show how to include control variables in this decomposition, which was not allowed in the original method. The original method and these extensions are implemented in the ldecomp package.Maarten L. BuisotherBuis ML. Direct and indirect effects in a logit model. The Stata J 2010;10...
According to a mediation model, the total effect of parental SES on family expectations —in this case, the coefficient of the OLS or the relative risk ratio (RRR) of the multinomial logit regression model— can be decomposed into a direct and an indirect effect (Judd and Kenny 2010). The...
Education and opportunity: Some economic perspectives Oxford Review of Education, 1 (1) (1975), pp. 73-84 Google Scholar Breen et al., 2013 Richard Breen, Kristian Bernt Karlson, Anders Holm Total, direct, and indirect effects in logit and probit models ...
confirms the basic hypothesis that costs, ability, and characteristics all are important determinants of the sites' shares. The model explains a large proportion of the skier's allocation of ski days. A multinomial logit model of skier behavior is also developed and maximum likelihood estimates of...
Total, Direct, and Indirect Effects in Logit and Probit Models This article presents a method for estimating and interpreting total, direct, and indirect effects in logit or probit models. The method extends the decomp... KB Karlson,R Breen,A Holm - 《Sociological Methods & Research》 被引量...
retailer with transactional data, online and offline channels, and marketing actions. In the third analysis, to evaluate our model-based results and provide causal inference support, we design and implement a randomized field experiment for the beauty retailer with all its 120,000 customers in ...
This paper considers the problem of estimating the bounds on the average controlled direct effects (ACDEs) of a treatment variable on an unobserved response variable in the presence of unobserved confounders between an intermediate variable and the response variable. When the response variable is obser...
We repeat all the analysis, where applicable, using the conditional logit model (the non-linear analog of fixed-effects LPM) and find very similar ... Q Publishing 被引量: 0发表: 0年 More than you think: An inclusive estimate of business entries The Wells Fargo/NFIB Series on Business En...
Within the same species, individuals show marked variation in their social dominance. Studies on a handful of populations have indicated heritable genetic variation for this trait, which is determined by both the genetic background of the individual (dir
Fig. 1. Example of the effect of jobs with uncertain conditions on fertility intentions mediated by the level of SWB, with both exposure-outcome confounders and mediator-outcome confounders. The previous concepts can be extended in order to define direct and indirect effects. In this paper, we ...