Regression – Linear and Logistic using SAS

Basic introduction to Multiple Linear and Logistic regression using SAS with real life data sets.

Basic introduction to credit scoring using Logit modeling. Key concepts of binary prediction like lift, KS, ROC curve, Gains charts etc are explained in these set of videos.

Basic Linear Regression – Part 1

Linear Regression – Part 2

Introduction to Logistic Regression – Part 1

Logistic Regression – Part 2

Logistic Regression – Part 3

Comments


24 thoughts on “Regression – Linear and Logistic using SAS

  1. very well explained….could you please mail me the data sets used to do the analysis……it will be very helpfull…
    email id:saurabh.sas@gmail.com

      • Hi Karan,

        Checked with the youtube page for the link of all the three videos of logistic regression cudn’t find the link to dataset..Please if you can help me out.

        Regards
        Mudit

        • Hi Karan,

          Waiting for you to help on the dataset issue .Please.
          Also if you can let me know how can we create dummy variable without using class option in logistic regression

          Regards
          Mudit

  2. Hey Karan you teaching methodologies are awesome !! It would be really kind of you if you can mail me the data files named “house” and “telecom” which you have used for your analysis !!

  3. Hi Karan, I went through the videos on Linear Regression and found it really very nice.The fundamental concepts are explained very well ! Thanks a lot ! Just a request – can we also get the relevant data sets for practice

  4. nice work karan the concepts are explained in the easiest way.thanx…….plz share or mail telecom data set(used in 1st video)……and the first video seems to have some problem if possible check it. Thank you.

  5. I went thru all the modelling related videos like linear & logistics regression and I must say the training has helped me a lot in understanding the concepts of predictive modeling .I really like the way Karan executes the concepts of statistics behind modelling.Excellent work Karan….

  6. These videos are really helpful. Can you please suggest any online material or any book for Ordinal Logistic regression in SAS ?

    Thanks
    Ankit

  7. This is just an example of a really tough stuff made easy for people who are not from this background… Excellent Work Karan.

    Also, how can I get this data to practice. Please help!

  8. great video…….can i get the data sets used to do the analysis……it will be very helpfull……
    thanks in advance…..
    br//

  9. I am working with a data analytics firm in Bangalore . I went through the videos on Logistic regression(all three sessions) and was really impressed by the quality. Concepts have been built really nicely and explained in a perfect manner. For anyone doing logistic regression, these three videos are more than enough (i know this with my experience). The best part is that anyone can access and go through these videos for free. Thanks everyone who is involved with this initiative and specially Professor Karan for the clarity of concepts & the brilliant(rather beautiful) way in which he builds up the concepts.

    Regards,
    Anshul

      • Hi Anshul/Ujjawal,

        i am a Datawarehouse developer and want to venture into Analytics domain but not sure how much value whether my past experience would add.Can you please share your details so i can have a discussion with you?

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