User doctorate

22 votes

1 answer

29k views

Is there any required amount of variance captured by PCA in order to do later analyses?

asked Jan 14, 2015 at 20:32

19 votes

1 answer

4k views

What is the intuition behind exchangeable samples under the null hypothesis?

asked Nov 13, 2013 at 11:39

13 votes

2 answers

7k views

What is the intuition behind the variation of information (VI) metric for cluster validation?

asked Nov 19, 2013 at 17:37

5 votes

1 answer

2k views

Follow up of cluster analysis with membership prediction

asked Nov 25, 2013 at 19:15

5 votes

1 answer

3k views

How to interpret this loadings statement in PCA given the example in R?

asked Oct 22, 2020 at 15:18

4 votes

1 answer

4k views

How to interpret these indices/metrics for comparing partitions intuitively out of these images?

asked Dec 19, 2013 at 15:24

4 votes

1 answer

5k views

What is the best strategy to train and validate classification using PLS-[classifier] in caret package?

asked Jan 9, 2014 at 16:00

4 votes

1 answer

3k views

How to interpret this cross-validated sparse LDA figure using CARET package?

asked Jan 25, 2014 at 10:30

4 votes

1 answer

19k views

Understanding the output of C5.0 classification model using the CARET package

asked Jan 30, 2014 at 20:57

3 votes

1 answer

305 views

How to explain the numerical discrepancy between FactoMineR::PCA() and the svd() in their output of the U matrix?

asked Nov 3, 2020 at 9:58

1 vote

1 answer

276 views

Understanding estimates of qualitative supplementary variables by dimdesc() of FactoMineR package

asked Sep 15, 2022 at 17:25

1 vote

1 answer

140 views

How to compute the left singular eigenvector matrix (U) from the output of prcomp() for PCA in R?

asked Oct 24, 2020 at 14:14

1 vote

0 answers

127 views

Would rotation of extracted components/factors after PCA/EFA affect results of a subsequent regression analysis?

asked Sep 13, 2013 at 14:05

1 vote

0 answers

3k views

How to report a permutation test?

asked Nov 9, 2013 at 17:31

1 vote

0 answers

138 views

Which variables to retain in order to preserve the same clustering pattern?

asked Nov 25, 2013 at 21:24

0 votes

0 answers

606 views

Understanding the computation of p-value and its v-test by catdes() of FactoMineR

asked Dec 3, 2022 at 18:02

0 votes

1 answer

45 views

How to solve this question about the beta distribution in a Bayesian analysis? [closed]

asked Sep 9 at 14:55

Stack Exchange Network

17 Questions

Is there any required amount of variance captured by PCA in order to do later analyses?

What is the intuition behind exchangeable samples under the null hypothesis?

What is the intuition behind the variation of information (VI) metric for cluster validation?

Follow up of cluster analysis with membership prediction

How to interpret this loadings statement in PCA given the example in R?

How to interpret these indices/metrics for comparing partitions intuitively out of these images?

What is the best strategy to train and validate classification using PLS-[classifier] in caret package?

How to interpret this cross-validated sparse LDA figure using CARET package?

Understanding the output of C5.0 classification model using the CARET package

How to explain the numerical discrepancy between FactoMineR::PCA() and the svd() in their output of the U matrix?

Understanding estimates of qualitative supplementary variables by dimdesc() of FactoMineR package

How to compute the left singular eigenvector matrix (U) from the output of prcomp() for PCA in R?

Would rotation of extracted components/factors after PCA/EFA affect results of a subsequent regression analysis?

How to report a permutation test?

Which variables to retain in order to preserve the same clustering pattern?

Understanding the computation of p-value and its v-test by catdes() of FactoMineR

How to solve this question about the beta distribution in a Bayesian analysis? [closed]