User bill_e

44 votes

5 answers

19k views

Analysis with complex data, anything different?

asked Jul 31, 2013 at 6:50

21 votes

2 answers

2k views

Casting a multivariate linear model as a multiple regression

regression multiple-regression linear-model multivariate-regression

asked Dec 22, 2013 at 9:25

18 votes

1 answer

6k views

Are PCA components of multivariate Gaussian data statistically independent?

pca independence svd

asked Feb 18, 2015 at 15:39

13 votes

2 answers

463 views

Making a Bayesian prior from a frequentist result

bayesian confidence-interval meta-analysis prior uninformative-prior

asked Jun 6, 2016 at 16:37

12 votes

4 answers

1k views

Regression residual distribution assumptions

regression normal-distribution residuals assumptions notation

asked Jan 28, 2014 at 11:09

11 votes

2 answers

8k views

Evaluate posterior predictive distribution in Bayesian linear regression

regression bayesian predictive-models prediction posterior

asked Apr 10, 2015 at 16:42

11 votes

3 answers

2k views

Hamiltonian/Hybrid MCMC 'mass matrix' terminology

bayesian markov-chain-montecarlo monte-carlo

asked Aug 10, 2016 at 3:34

7 votes

2 answers

5k views

Dummy variables in multiple regression, why use an intercept?

regression multiple-regression anova categorical-data categorical-encoding

asked May 22, 2013 at 23:29

6 votes

2 answers

4k views

How to find conditional distributions from joint

conditional-probability joint-distribution gibbs

asked May 22, 2015 at 17:40

6 votes

2 answers

3k views

Fourier transform and the multivariate normal

time-series fourier-transform multivariate-normal-distribution

asked Jun 19, 2015 at 15:58

5 votes

2 answers

2k views

MCMC chain getting stuck

bayesian markov-chain-montecarlo hierarchical-bayesian gibbs metropolis-hastings

asked Mar 8, 2015 at 8:13

4 votes

1 answer

534 views

Changing polynomial degree leads to changing p-values in OLS regression

regression p-value regression-coefficients polynomial

asked Oct 1, 2014 at 19:44

4 votes

1 answer

340 views

How to combine a known and unknown covariance in a linear model

multivariate-analysis covariance random-effects-model

asked Jul 28, 2013 at 21:59

3 votes

1 answer

2k views

F-test in Regression and Crossvalidation

multiple-regression predictive-models cross-validation f-test

asked May 28, 2013 at 6:10

3 votes

1 answer

220 views

Choosing a line/plane to separate two classes of binned data

distributions nonparametric histogram decision-theory

asked Feb 28, 2015 at 17:58

3 votes

1 answer

101 views

Sequential classification, combining predictions

time-series probability classification bernoulli-distribution sequential-pattern-mining

asked Jan 25, 2020 at 23:48

2 votes

1 answer

168 views

Bias of MLE of simple PDF

self-study mathematical-statistics maximum-likelihood bias

asked Sep 16, 2018 at 18:36

2 votes

1 answer

71 views

Number of dependent variables greater than # IV's in multivariate hypothesis test

hypothesis-testing multivariate-analysis manova

asked Jun 9, 2013 at 1:46

2 votes

2 answers

132 views

Sampling from low probability regions

bayesian sampling computational-statistics

asked Feb 28, 2014 at 10:05

2 votes

0 answers

88 views

Multivariate Gaussian, rearranging means

normal-distribution mathematical-statistics multivariate-analysis

asked Feb 19, 2015 at 18:39

2 votes

1 answer

109 views

Bayesian model selection, functional form of variance

regression bayesian variance model-selection

asked Jun 4, 2015 at 20:03

1 vote

1 answer

235 views

Factoring a probability distribution containing a latent variable

probability normal-distribution conditional-probability hierarchical-bayesian latent-variable

asked Mar 9, 2015 at 4:14

1 vote

4 answers

248 views

What type of regression model do I use?

time-series logistic bayesian multiple-regression signal-detection

asked Nov 8, 2012 at 9:09

1 vote

0 answers

809 views

Prediction Intervals for General Linear Model

regression prediction-interval multivariate-regression

asked Feb 19, 2014 at 21:19

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24 Questions

Analysis with complex data, anything different?

Casting a multivariate linear model as a multiple regression

Are PCA components of multivariate Gaussian data statistically independent?

Making a Bayesian prior from a frequentist result

Regression residual distribution assumptions

Evaluate posterior predictive distribution in Bayesian linear regression

Hamiltonian/Hybrid MCMC 'mass matrix' terminology

Dummy variables in multiple regression, why use an intercept?

How to find conditional distributions from joint

Fourier transform and the multivariate normal

MCMC chain getting stuck

Changing polynomial degree leads to changing p-values in OLS regression

How to combine a known and unknown covariance in a linear model

F-test in Regression and Crossvalidation

Choosing a line/plane to separate two classes of binned data

Sequential classification, combining predictions

Bias of MLE of simple PDF

Number of dependent variables greater than # IV's in multivariate hypothesis test

Sampling from low probability regions

Multivariate Gaussian, rearranging means

Bayesian model selection, functional form of variance

Factoring a probability distribution containing a latent variable

What type of regression model do I use?

Prediction Intervals for General Linear Model