Marginal effects in regression analysis show how an explained variable changes when a particular explanatory variable changes ceteris paribus.
Questions tagged [marginal-effects]
147 questions
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3-way interaction between continuous variables and data
I want to plot a 3-way interaction between continuous variables and show the data.
I get three panels side by side and the marginal means for each group factor (tiv).
I now want to adding the data points manually using geom_point and…
user12379599
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Get the marginal effect of a variable (interacted with another) in a logit model with 6 explanatory varibles
I ran the model below and want to get the marginal effects of "PMSC0to6"(0~6), depending on "Ceasefire2"(binary).
result_PMSC06_CF <- glm(Participatory_Peace ~ sxp + GDPpc + wartype + coldwar + Ceasefire2*PMSC0to6,
family = binomial(link =…
STUCKINR
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Dropping variables from the coefplot of marginal effects (mlogit)
I want to create a coefficient plot by coefplot on the marginal effects after running a multinomial logistic regression in Stata. What I would like to get help with:
I would like to keep only one variable in the graph - i.cohort which has 6…
Ripon
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How can I extract marginal effects from an interaction term?
I am trying to extract the marginal effects from an interactive term that captures for the effects of a treatment X (X is coded as 1 or 0) on outcome Y (Y is coded in a scale from -10 to 10) moderated by variable A (A is coded between 0 and 10).…
Jair Moreira
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Probit regression : marginal effects of categorical variables?
I'm running a probit regression in R. The model mixes some continuous and categorical variables (encoded as factors). I want to compute marginal effects of each variable. To do so I use the command margins from margins package, this command returns…
Jérémie P.
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Marginal Effects or Predicted Values after AFT Weibull Model in R using Survival Model
I am running an accelerated failure time (AFT) Weibull model in R using the survival package. It includes a factor variable AND has cluster robust standard errors.
I now need to estimate marginal effects. In other words, I need to estimate the…
Heather Ba
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R plot marginal effects in lme
I have the following lme model (intercepts random on 3 levels):
Y=dependent V.,
V1-V3=individual level variables (level 1),
V4=Country level variable (level 3)
random slope for V1
cross-level interaction of V1 and V4
modelCI1= lme(Y~…
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OLS Discrete Marginal Effects for Triple Interaction in R
I have the following ordinary least squares model (OLS) interactive model that I want to extract discrete marginal effects (i.e. the average marginal effect of weight across discrete categories of speed and foreign-build autos) for the triple…
Joe Maj
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How to plot marginal effects (MEM) in R?
I have two logistic and two ordered logistic regression models:
model <- glm(Y1 ~ X1+X2+X3+X4+X5, data = data, family = "binomial") #logistic
modelInteraction <- glm(Y1 ~ X1+X2+X3+X4+X5+X1*X5, data = data, family = "binomial") #logistic
…
FKG
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Plot the the marginal effects for each explanatory variables in R (ordered probit)
I'm running an ordered probit regression analysis. I've now calculated the marginal effects for each explanatory variable on my dependent variable (DV=0,1,2) using the erer package in R.
Now, my question is how do I plot the marginal effects? The…
FKG
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Calculating marginal effects using mlogit in R
I have asked this question on Cross Validated, but think I might not get help as this is more of a programming question rather then theory/interpretation of the statistics.
I am trying to use the mlogit package in R and have been following the…
Kerry
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Suest after AME- dy/dx not saving for suest
After running these command all day, my head is on fire, I am now reaching out.
Please don't direct me to papers about Suest that are commonly mentioned on the web, I already checked them.
It seems there is a problem with storing the dy/dx values of…
OCR
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