All Questions
Tagged with categorical-encoding interpretation
4 questions
3
votes
1
answer
2k
views
What to do in a multinomial logistic regression when all levels of DV are of interest?
I am running a multinomial logistic regression. The outcome variable is categorical with seven levels. The predictor is binary.
Very briefly, the experiment is such that I am asking whether a ...
- 2,701
4
votes
2
answers
398
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Interpreting when a regression coefficient is significant
Consider the following regression model:
$y_i=\beta_1+\beta_2x_{i,2}+\beta_3x_{i,3}+\beta_4x_{i,2}x_{i,3}+\epsilon_i,$
where $\epsilon_i\sim N(0,\sigma^2).$ Here, $x_2$ is binary variable
$$X_2 =
\...
- 309
0
votes
1
answer
98
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Interpretation of linear regreassion output when one categorical variable is represented as several dummies
I have a question regarding the interpretation of a linear regression output. In my data I have one independent categorical variable (condition) with five values which I represented as four dummy ...
- 35
0
votes
1
answer
162
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Interpreting categorical variables with reference level in linear model
I wonder how should I report the results of categorical variables with reference level in linear model?
The response variable of my model is Duration (time taken to reach 25C for an animal model). My ...
- 1