Cross Validated Asked by CBGodbole on January 1, 2022
I am performing multiple linear regression to predict a score (dependent variable) from multiple categorical variables. My dependent variable has skewed distribution with a large number of zero values but no negative values.
Can I use Box-Cox transformation in this scenario?
I tried to run it in R, but got the error message –
"Error in boxcox.default(linreg1) : response variable must be positive"
Box-Cox transformation works fine with zeros. Hope you are using boxcox.fit() in package named geoR.
However, you can solve your problem of skewness with other transformations like:
Also, I don't understand why you are doing transformation of the dependent variable. I agree with @dave for the assumption of normality in regression.
Answered by Vivek on January 1, 2022
2 Asked on December 21, 2020 by uzbekistan
dynamic regression fixed effects model generalized moments panel data random effects model
2 Asked on December 20, 2020 by david-ernst
anova experiment design multiple comparisons post hoc statistical power
0 Asked on December 19, 2020 by user276835
conditional probability machine learning mathematical statistics nested data regression
0 Asked on December 18, 2020 by oumayma-bounouh
forecast combination forecasting normal distribution pdf weights
1 Asked on December 18, 2020 by farzad
0 Asked on December 18, 2020 by germania
0 Asked on December 17, 2020 by pavel
1 Asked on December 17, 2020
0 Asked on December 16, 2020 by whuber
1 Asked on December 16, 2020 by jlearner
1 Asked on December 16, 2020 by ber08
forecasting garch hidden markov model variance volatility forecasting
0 Asked on December 16, 2020 by noumenal
1 Asked on December 15, 2020 by emmettcc
1 Asked on December 15, 2020 by suzee
generalized linear model machine learning multiple regression neural networks regression
0 Asked on December 15, 2020
1 Asked on December 14, 2020 by bandit_king28
9 Asked on December 13, 2020 by jessica
1 Asked on December 13, 2020 by kh_one
1 Asked on December 13, 2020 by l-sicilis
Get help from others!
Recent Answers
Recent Questions
© 2023 AnswerBun.com. All rights reserved. Sites we Love: PCI Database, UKBizDB, Menu Kuliner, Sharing RPP