For teaching purposes, I need to generate random datasets of correlated random variables with different distributions. I have tried corr2data
in Stata but it will not allow me to specify max and min values of the variables to be generated, just means, sd's and the covariance matrix. Therefore, I need to do messy adjustments after generation of the data. Various other details annoy me with corr2data
. Is there a simpler way of doing this with MATLAB? I am not as familiar with this software as I am with Stata.
how to generate a dataset of correlated variables with different distributions?
1.6k Views Asked by user3266683 At
1
There are 1 best solutions below
Related Questions in MATLAB
- How to sort these using Javascript or Jquery Most effectively
- Ajax jQuery firing multiple time display event for the same result
- .hover() seems to overwrite .click()
- Check for numeric value with optional commas javascript
- Extending Highmaps Side Effect
- Array appending after each onclick and loop in javascript
- how can i append part of a table based on how many tr it has?
- Play multiple audio files in a slider
- Remove added set of rows
- Access property of an object of type [Model] in JQuery
Related Questions in DATASET
- How to sort these using Javascript or Jquery Most effectively
- Ajax jQuery firing multiple time display event for the same result
- .hover() seems to overwrite .click()
- Check for numeric value with optional commas javascript
- Extending Highmaps Side Effect
- Array appending after each onclick and loop in javascript
- how can i append part of a table based on how many tr it has?
- Play multiple audio files in a slider
- Remove added set of rows
- Access property of an object of type [Model] in JQuery
Related Questions in STATA
- How to sort these using Javascript or Jquery Most effectively
- Ajax jQuery firing multiple time display event for the same result
- .hover() seems to overwrite .click()
- Check for numeric value with optional commas javascript
- Extending Highmaps Side Effect
- Array appending after each onclick and loop in javascript
- how can i append part of a table based on how many tr it has?
- Play multiple audio files in a slider
- Remove added set of rows
- Access property of an object of type [Model] in JQuery
Related Questions in CORRELATED
- How to sort these using Javascript or Jquery Most effectively
- Ajax jQuery firing multiple time display event for the same result
- .hover() seems to overwrite .click()
- Check for numeric value with optional commas javascript
- Extending Highmaps Side Effect
- Array appending after each onclick and loop in javascript
- how can i append part of a table based on how many tr it has?
- Play multiple audio files in a slider
- Remove added set of rows
- Access property of an object of type [Model] in JQuery
Trending Questions
- UIImageView Frame Doesn't Reflect Constraints
- Is it possible to use adb commands to click on a view by finding its ID?
- How to create a new web character symbol recognizable by html/javascript?
- Why isn't my CSS3 animation smooth in Google Chrome (but very smooth on other browsers)?
- Heap Gives Page Fault
- Connect ffmpeg to Visual Studio 2008
- Both Object- and ValueAnimator jumps when Duration is set above API LvL 24
- How to avoid default initialization of objects in std::vector?
- second argument of the command line arguments in a format other than char** argv or char* argv[]
- How to improve efficiency of algorithm which generates next lexicographic permutation?
- Navigating to the another actvity app getting crash in android
- How to read the particular message format in android and store in sqlite database?
- Resetting inventory status after order is cancelled
- Efficiently compute powers of X in SSE/AVX
- Insert into an external database using ajax and php : POST 500 (Internal Server Error)
Popular # Hahtags
Popular Questions
- How do I undo the most recent local commits in Git?
- How can I remove a specific item from an array in JavaScript?
- How do I delete a Git branch locally and remotely?
- Find all files containing a specific text (string) on Linux?
- How do I revert a Git repository to a previous commit?
- How do I create an HTML button that acts like a link?
- How do I check out a remote Git branch?
- How do I force "git pull" to overwrite local files?
- How do I list all files of a directory?
- How to check whether a string contains a substring in JavaScript?
- How do I redirect to another webpage?
- How can I iterate over rows in a Pandas DataFrame?
- How do I convert a String to an int in Java?
- Does Python have a string 'contains' substring method?
- How do I check if a string contains a specific word?
If you have access to Statistics Toolbox as well as MATLAB, you can use the copula functionality to do this fairly easily. Using a copula, you can specify the marginal distributions of each variable, and a correlation structure between the variables.
You can then generate random numbers from the copula, fit it to data etc. as well.
See in the MATLAB documentation:
Copulas: Generate Correlated Samples