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Recode-Hive / machine-learning-repos

A curated list of awesome machine learning frameworks, libraries and software (by language). I
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💡[Feature]: ANOVA (Analysis of Variance) #434

Open ranamanish674zu opened 6 days ago

ranamanish674zu commented 6 days ago

Is there an existing issue for this?

Feature Description

ANOVA, or Analysis of Variance, is a statistical method used to compare the means of three or more groups to determine if there are significant differences among them. It evaluates the variability within each group against the variability between groups. By doing so, ANOVA helps to ascertain whether observed differences in sample means reflect real differences in the populations or are due to random chance. It is commonly used in experimental designs and can handle both one-way (single factor) and two-way (two factors) analyses. ANOVA assumes normal distribution, homogeneity of variances, and independence of observations. Used to compare the means of three or more samples. One-Way ANOVA: Tests if there are significant differences among the means of three or more independent groups. Two-Way ANOVA: Tests the effect of two different factors on the dependent variable.

Use Case

ANOVA helps to ascertain whether observed differences in sample means reflect real differences in the populations or are due to random chance. It is commonly used in experimental designs and can handle both one-way (single factor) and two-way (two factors) analyses

Benefits

helps in hypothesis testing.

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Priority

High

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github-actions[bot] commented 6 days ago

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