# Questions tagged [anova]

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### When should mutual information be used for feature selection over other feature selection methods like correlation, ANOVA , etc?

I have a data set with categorical and continuous/ordinal explanatory variables and continuous target variable. I tried to filter features using one-way ANOVA for categorical variables and using ...
251 views

### Score of ANOVA in selected features

I selected features using ANOVA (because I have Numerical data as input and Categorical data as target): ...
• 45
84 views

### What conclusion can I get when the variable is influenced by other but there isn't any correlation?

I am doing an analytic exploratory analysis. If the target is a continuous variable and the attributes are all categorical (discrete values), in order to know if exist any influence on the target from ...
• 337
1 vote
806 views

### Are Chi-square and ANOVA (f_classif) to select best features?

I have a binary classification problem (target 0 o 1), I have both variables continuous and categorical as features. I understood that about Chi-square i can use only categorical features to evaluate ...
• 41
1 vote
343 views

### Question on ANOVA and Correlation/Association

I've been working on examining statistical relationships between variable: Pearsons, Spearman's for continuous variables Kendall's Tau, Cramer's V for ordinal/nominal variables. I know there's many ...
• 309
1 vote
116 views

### Levene test for equal variance

I would like to run one-way ANOVA test on my data. I saw that one of several assumptions for one-way ANOVA is that there needs to be homogeneity of variances. I have run the test for different data-...
• 349
78 views

### What model should I use to predict monthly sales by products?

I am trying to predict monthly sales by product based on a plethora of variables. There are 4 predictors. One is categorical (month) and the other three are numerical. One of the variables is just ...
482 views

### What does it mean to have 1 degree of freedom in ANOVA test?

So I used python to run multi-factorial ANOVA analysis on a data set. I first used a ols.fit() and then the anova_lm function. I realized for the variables I am analyzing their degree of freedom is 1. ...
24 views

### Python Modules for Anova

I am looking for a Python module that will replicate the features in this JMP plot. It is like a multi variable boxplot but the quartiles are represented with lines, the raw data points are shown, and ...
50 views

### Feature selection: ANOVA between features vs within a feature

I am currently performing feature selection on a dataset containing continuous and categorical features. The target is a continuous variable. If I understand properly, ANOVA can be used between ...
28 views

### How to check for correlations using ANOVA between the selected feature columns and the target feature column

Suppose I have a set of feature columns that I select to check for correlations with the target feature 'is_Star'; which is of binary values and the former consists of numeric values Why do i end up ...
7 views

### Hyunh-Feldt vs Growth Curve Analysis

Are there cases where the Hyunh Feldt and Greenhouse Geisser correction F tests are less conservative than the Conservative Growth Curve approach for ANOVA analysis? The textbook Design of Experiments ...
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