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Category:Computer programming
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Category:3D graphics softwareQ:
Logistic regression analysis and probability/odds ratios
I have a general question for which I can’t find a satisfactory answer.
Why would someone use a logistic regression to calculate the probability/odds ratios (the default values for which are 0 and 1)?
Can someone also provide some insight into a real life example?
Are there any dangers/issues that arise by doing this?
A:
These are not uncommon in data science, and yes there are dangers:
logistic regression is not a regression: it is an algorithm for computing predicted probabilities for binary outcomes.
it does not model the relationship between the independent variables and the outcome variable, only the mean.
A:
You might be interested in this overview of variable selection techniques in applied logistic regression. The general gist is:
Feature selection should be based on a careful assessment of what the model is doing and how the model is being used
Model selection and model evaluation are just different things
Predictive accuracy and bias is pretty much the only thing you can check for
It is a great overview and you should read the full text.
A:
A couple of things to consider (no particular order):
1) There are reasons to choose logistic regression as a starting point, and it is very easy to see if the number is great enough to use the logistic model.
2) What do you mean by “why would someone use a logistic regression”? This is not something one would “use” in the same way as one would “use” a linear regression. Instead, the intent here is that the
What’s New in the?
Do more without drawing lines:
Draw your ideas directly into a drawing using 2D vector graphics. Easily move shapes, resize and rotate them to get the look you want.
Also, see all the enhancements in the new release here.
AutoCAD 2023 is now available as a free download! Read more about new features, and see examples of how AutoCAD 2023 has helped our customers over the past year in the free Autodesk University webinar. Watch the video presentation to see a walkthrough of our new user interface for the first time.
AutoCAD for Windows has a new license:
With the new license agreement, AutoCAD users now only have to license AutoCAD for a single user, instead of a one-year user license that covers one PC.
AutoCAD for Windows users can now view and print AutoCAD drawings from version 2019 and later directly from AutoCAD.
Check out our online demos for Windows, Mac and iPad, and see how to use the new Quick Properties.
Check out the new Improvements to Exceptions page on the Help menu. You can now access an overview of frequently asked questions related to the new exceptions. (Only available on Windows and Mac.)
New starter templates for AutoCAD 2019:
With the new AutoCAD 2019 templates, you can quickly download and begin creating drawings. See screenshots of some of the new templates.
Find a list of new templates in the online help.
Note: In AutoCAD 2023, AutoCAD 2019 templates continue to be available.
New view template:
The VTP view template can be used to create sheets from drawings for use with form packages or other packages. The sheet is hidden when you edit the drawing, but you can view it and print it at any time. You can also export the sheets as an image file, for use in PDFs or other formats.
The sheet view features options for using the new Quick Properties in a way that works for you. See details in the online help.
3D geometry style (style set number 5353):
You can now use 3D geometry style set 5353 (sample: 5356) for your drawings. The style provides an easy way to create 3D shapes. You can also use 3D mode, which provides a drawing environment similar to using a 3D modeling program. Learn more
System Requirements:
Mac OS X 10.6.x or later
Xcode 4.0.1 or later
Internet Explorer 10
iPhone 4S (iOS 5.0) or later
Android 2.3.3 or later
Read all about it on the official website
Side note: As of now, this is the third article I’m making on the website, but I plan to have more.
So, I got a new phone. Oh wait, I don’t have a new phone. I got a used one
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