How to transform features order to make their distribution normal?
$begingroup$
After sns.pairplot(df) command, I got this picture:
The question is what transformation to use in order to make the distributions normal?
Thank you
machine-learning python linear-regression
asked Nov 21 '18 at 23:36
Sukhrat ArziyevSukhrat Arziyev
61
$endgroup$
bumped to the homepage by Community♦ 31 mins ago
This question has answers that may be good or bad; the system has marked it active so that they can be reviewed.
add a comment |
$begingroup$
After sns.pairplot(df) command, I got this picture:
The question is what transformation to use in order to make the distributions normal?
Thank you
machine-learning python linear-regression
asked Nov 21 '18 at 23:36
Sukhrat ArziyevSukhrat Arziyev
61
$endgroup$
bumped to the homepage by Community♦ 31 mins ago
This question has answers that may be good or bad; the system has marked it active so that they can be reviewed.
add a comment |
$begingroup$
After sns.pairplot(df) command, I got this picture:
The question is what transformation to use in order to make the distributions normal?
Thank you
machine-learning python linear-regression
asked Nov 21 '18 at 23:36
Sukhrat ArziyevSukhrat Arziyev
61
$endgroup$
After sns.pairplot(df) command, I got this picture:
The question is what transformation to use in order to make the distributions normal?
Thank you
machine-learning python linear-regression
machine-learning python linear-regression
asked Nov 21 '18 at 23:36
Sukhrat ArziyevSukhrat Arziyev
61
asked Nov 21 '18 at 23:36
Sukhrat ArziyevSukhrat Arziyev
61
asked Nov 21 '18 at 23:36
Sukhrat ArziyevSukhrat Arziyev
61
asked Nov 21 '18 at 23:36
Sukhrat ArziyevSukhrat Arziyev
61
asked Nov 21 '18 at 23:36
Sukhrat ArziyevSukhrat Arziyev
61
61
bumped to the homepage by Community♦ 31 mins ago
This question has answers that may be good or bad; the system has marked it active so that they can be reviewed.
bumped to the homepage by Community♦ 31 mins ago
This question has answers that may be good or bad; the system has marked it active so that they can be reviewed.
add a comment |
add a comment |
1 Answer
1
active
oldest
votes
$begingroup$
Just looking at a pairplot isn't enough to suggest changes, in my opinion. Moreover, what are you trying to test? What is your null hypothesis, what is the alternative hypothesis? What kind of data is it, how neat was your collection process? Are there any co-variables?
With the info provided, all I can suggest is to perform parametric and non-parametric tests. May try Box-Cox transformation!
answered Nov 22 '18 at 11:48
Random NerdRandom Nerd
708
$endgroup$
add a comment |
Your Answer
StackExchange.ready(function() {
var channelOptions = {
tags: "".split(" "),
id: "557"
};
initTagRenderer("".split(" "), "".split(" "), channelOptions);
StackExchange.using("externalEditor", function() {
// Have to fire editor after snippets, if snippets enabled
if (StackExchange.settings.snippets.snippetsEnabled) {
StackExchange.using("snippets", function() {
createEditor();
});
}
else {
createEditor();
}
});
function createEditor() {
StackExchange.prepareEditor({
heartbeatType: 'answer',
autoActivateHeartbeat: false,
convertImagesToLinks: false,
noModals: true,
showLowRepImageUploadWarning: true,
reputationToPostImages: null,
bindNavPrevention: true,
postfix: "",
imageUploader: {
brandingHtml: "Powered by u003ca class="icon-imgur-white" href="https://imgur.com/"u003eu003c/au003e",
contentPolicyHtml: "User contributions licensed under u003ca href="https://creativecommons.org/licenses/by-sa/3.0/"u003ecc by-sa 3.0 with attribution requiredu003c/au003e u003ca href="https://stackoverflow.com/legal/content-policy"u003e(content policy)u003c/au003e",
allowUrls: true
},
onDemand: true,
discardSelector: ".discard-answer"
,immediatelyShowMarkdownHelp:true
});
}
});
Sign up or log in
StackExchange.ready(function () {
StackExchange.helpers.onClickDraftSave('#login-link');
});
Sign up using Google
Sign up using Facebook
Sign up using Email and Password
Post as a guest
Required, but never shown
StackExchange.ready(
function () {
StackExchange.openid.initPostLogin('.new-post-login', 'https%3a%2f%2fdatascience.stackexchange.com%2fquestions%2f41528%2fhow-to-transform-features-order-to-make-their-distribution-normal%23new-answer', 'question_page');
}
);
Post as a guest
Required, but never shown
1 Answer
1
active
oldest
votes
1 Answer
1
active
oldest
votes
active
oldest
votes
active
oldest
votes
$begingroup$
Just looking at a pairplot isn't enough to suggest changes, in my opinion. Moreover, what are you trying to test? What is your null hypothesis, what is the alternative hypothesis? What kind of data is it, how neat was your collection process? Are there any co-variables?
With the info provided, all I can suggest is to perform parametric and non-parametric tests. May try Box-Cox transformation!
answered Nov 22 '18 at 11:48
Random NerdRandom Nerd
708
$endgroup$
add a comment |
$begingroup$
Just looking at a pairplot isn't enough to suggest changes, in my opinion. Moreover, what are you trying to test? What is your null hypothesis, what is the alternative hypothesis? What kind of data is it, how neat was your collection process? Are there any co-variables?
With the info provided, all I can suggest is to perform parametric and non-parametric tests. May try Box-Cox transformation!
answered Nov 22 '18 at 11:48
Random NerdRandom Nerd
708
$endgroup$
add a comment |
$begingroup$
Just looking at a pairplot isn't enough to suggest changes, in my opinion. Moreover, what are you trying to test? What is your null hypothesis, what is the alternative hypothesis? What kind of data is it, how neat was your collection process? Are there any co-variables?
With the info provided, all I can suggest is to perform parametric and non-parametric tests. May try Box-Cox transformation!
answered Nov 22 '18 at 11:48
Random NerdRandom Nerd
708
$endgroup$
Just looking at a pairplot isn't enough to suggest changes, in my opinion. Moreover, what are you trying to test? What is your null hypothesis, what is the alternative hypothesis? What kind of data is it, how neat was your collection process? Are there any co-variables?
With the info provided, all I can suggest is to perform parametric and non-parametric tests. May try Box-Cox transformation!
answered Nov 22 '18 at 11:48
Random NerdRandom Nerd
708
answered Nov 22 '18 at 11:48
Random NerdRandom Nerd
708
answered Nov 22 '18 at 11:48
Random NerdRandom Nerd
708
answered Nov 22 '18 at 11:48
Random NerdRandom Nerd
708
708
add a comment |
add a comment |
Thanks for contributing an answer to Data Science Stack Exchange!
- Please be sure to answer the question. Provide details and share your research!
But avoid …
- Asking for help, clarification, or responding to other answers.
- Making statements based on opinion; back them up with references or personal experience.
Use MathJax to format equations. MathJax reference.
To learn more, see our tips on writing great answers.
Sign up or log in
StackExchange.ready(function () {
StackExchange.helpers.onClickDraftSave('#login-link');
});
Sign up using Google
Sign up using Facebook
Sign up using Email and Password
Post as a guest
Required, but never shown
StackExchange.ready(
function () {
StackExchange.openid.initPostLogin('.new-post-login', 'https%3a%2f%2fdatascience.stackexchange.com%2fquestions%2f41528%2fhow-to-transform-features-order-to-make-their-distribution-normal%23new-answer', 'question_page');
}
);
Post as a guest
Required, but never shown
Sign up or log in
StackExchange.ready(function () {
StackExchange.helpers.onClickDraftSave('#login-link');
});
Sign up using Google
Sign up using Facebook
Sign up using Email and Password
Post as a guest
Required, but never shown
Sign up or log in
StackExchange.ready(function () {
StackExchange.helpers.onClickDraftSave('#login-link');
});
Sign up using Google
Sign up using Facebook
Sign up using Email and Password
Post as a guest
Required, but never shown
Sign up or log in
StackExchange.ready(function () {
StackExchange.helpers.onClickDraftSave('#login-link');
});
Sign up using Google
Sign up using Facebook
Sign up using Email and Password
Sign up using Google
Sign up using Facebook
Sign up using Email and Password
Post as a guest
Required, but never shown
Required, but never shown
Required, but never shown
Required, but never shown
Required, but never shown
Required, but never shown
Required, but never shown
Required, but never shown
Required, but never shown
