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3 votes
1 answer
2k views

reporting results of a multivariate logistic regression using the glm function in R

I would like to use the glm() function in R to run a multivariate logistic regression. I have also run bi-variate statistics for each variable but want a test that controls for all variables at once (...
B.Kenobi's user avatar
  • 143
3 votes
1 answer
3k views

Model averaging: predictor significance vs importance

What is the correct way to report the results of model averaging? I’m using MuMin in R, results include a p-value. It’s also possible to get the importance of each predictor. Example results below. ...
Thomas's user avatar
  • 125
-2 votes
2 answers
75 views

Scientifi notation in CI vaue - how to present it [duplicate]

I have a question on scientific notation in a calculated CI and how to present it. The value of my CI is: 1.623497e+01. So when I write that out do I say that the CI for that variable is 1.62... or is ...
user avatar
3 votes
0 answers
990 views

How to report results for generalised linear mixed model (glmmTMB) with beta distribution and logit link?

I am currently analysing the effect of canopy cover on the proportion of birds scavenging on carrion left out in nature. The data comes from several national parks, which I included as a random factor....
Peter's user avatar
  • 239
2 votes
0 answers
17k views

How to report the results of a glm from R in a scientific paper

Say I have the following results from a glm (gaussian distribution) in R: ...
cgxytf's user avatar
  • 145
2 votes
0 answers
1k views

How can I report the results of a two-way ANOVA on a 3x4 factorial experiment?

I'm trying to generate some sort of table that shows statistical differences between my X1 and X2 variables, using a 2-way ANOVA test. I have a fertilizer experiment where I'm looking at the effect ...
ihb's user avatar
  • 23
1 vote
1 answer
360 views

How to report orthogonal contrast codes?

In my linear mixed effects model, I had a significant interaction, I followed up the interaction with orthogonal contrast codes to see where the difference was. How do I report my findings, other ...
CogNeuro123's user avatar
0 votes
1 answer
278 views

Standard way to report covariates with multiple levels in regression table?

Is there a standard way to report regression coefficients for control variables that have multiple levels? For example, I have a control variable that tracks a participant's "State" -- that contains ...
Parseltongue's user avatar
  • 1,030
2 votes
2 answers
2k views

How to report t statistic from R

I'm wondering how to report the result of a t-test from R given that the degrees of freedom change when the lengths of the vectors are the same. For example ...
baxx's user avatar
  • 946
1 vote
0 answers
484 views

Logistic Regression with categorical predictors - how to report?

Hello Stack Exchange. I need to run a logistic regression to determine the significance of the effect of 5 categories of one variable on my dependent variable. I just can't find online anywhere how ...
Becca's user avatar
  • 11
2 votes
0 answers
485 views

Do I report the pvalue of the standardized or unstandardized factor loading in CFA/SEM?

Using lavaan, for a simple CFA or SEM with measurement tools, you can use parameterEstimates(fit, standardized=TRUE) to get the standardized factor loadings for the ...
debbybeginner's user avatar
1 vote
0 answers
1k views

Reporting binomial logistic regression

I want to report the results of a binomial logistic regression where I want to assess difference between the 3 levels of a factor (called System) on the dependent variable (called Response) taking two ...
L_T's user avatar
  • 1,713
2 votes
1 answer
7k views

Report GLM and Posthoc with emmeans in APA format

This is the results of my anova(glm()) and the post-hoc analyses emmeans() :       ...
ranell's user avatar
  • 245
4 votes
3 answers
15k views

How to report negative binomial regression results from R

I have fit a negative binomial model in R, and would like to report the findings, but I'm unsure how (or if) I should convert the estimates to reportable coefficients. Here is my output: ...
MGy's user avatar
  • 305
4 votes
1 answer
6k views

How to report a binom.test

How do I properly report the results of an R language binom.test (see documentation). My target is the APA format. Also, I am not sure whether the proper name of ...
Francisco QV's user avatar

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