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Ordinary Least Squares - P values differing in Jupyter and Spyder for the same Multiple Linear Regression problem



Announcing the arrival of Valued Associate #679: Cesar Manara
Planned maintenance scheduled April 17/18, 2019 at 00:00UTC (8:00pm US/Eastern)
2019 Moderator Election Q&A - Questionnaire
2019 Community Moderator Election ResultsDifference between OLS(statsmodel) and Scikit Linear RegressionMultiple linear regression, fMRICan FTRL be applied on linear least squares? or is it just for logistic regression models?What is the difference between residual sum of squares and ordinary least squares?Difference between Sum of Squares and Maximum Likelihood Linear RegressionWhy running the same code on the same data gives a different result every time?Value extraction from a python dataframe [ problem statement specific ]Spacy Returns Nonidentical Results for Doc. Examples?How to integrate google cloud with dropbox and jupyter notebook using tensorflowDifference between output of probabilistic and ordinary least squares regressions










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I am trying out a Multiple Linear Regression problem from a Udemy course. The course used Spyder to run the models. When I used the same code on Spyder, I got the same responses. To recap and make my own notes, I was studying and creating a Jupyter Notebook. However, it gives me a different OLS Summary. For both Spyder and Jupyter, the code and libraries used are the same. I am using the statsmodels.formula.api (as sm) and the sm.OLS(endog=y,exog=X_opt).fit() function on the same Vector. Any insight as to why this is happening?










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    0












    $begingroup$


    I am trying out a Multiple Linear Regression problem from a Udemy course. The course used Spyder to run the models. When I used the same code on Spyder, I got the same responses. To recap and make my own notes, I was studying and creating a Jupyter Notebook. However, it gives me a different OLS Summary. For both Spyder and Jupyter, the code and libraries used are the same. I am using the statsmodels.formula.api (as sm) and the sm.OLS(endog=y,exog=X_opt).fit() function on the same Vector. Any insight as to why this is happening?










    share|improve this question











    $endgroup$














      0












      0








      0





      $begingroup$


      I am trying out a Multiple Linear Regression problem from a Udemy course. The course used Spyder to run the models. When I used the same code on Spyder, I got the same responses. To recap and make my own notes, I was studying and creating a Jupyter Notebook. However, it gives me a different OLS Summary. For both Spyder and Jupyter, the code and libraries used are the same. I am using the statsmodels.formula.api (as sm) and the sm.OLS(endog=y,exog=X_opt).fit() function on the same Vector. Any insight as to why this is happening?










      share|improve this question











      $endgroup$




      I am trying out a Multiple Linear Regression problem from a Udemy course. The course used Spyder to run the models. When I used the same code on Spyder, I got the same responses. To recap and make my own notes, I was studying and creating a Jupyter Notebook. However, it gives me a different OLS Summary. For both Spyder and Jupyter, the code and libraries used are the same. I am using the statsmodels.formula.api (as sm) and the sm.OLS(endog=y,exog=X_opt).fit() function on the same Vector. Any insight as to why this is happening?







      machine-learning python linear-regression jupyter






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      edited Apr 1 at 4:11









      Ethan

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      697625










      asked Apr 1 at 0:54









      AnandAnand

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