Ordinary Least Squares - statsmodels 0.15.0 (+222)
https://www.statsmodels.org/dev/examples/notebooks/generated/ols.html
OLS Estimation¶OLS Non-Linear Curve But Linear in Parameters¶OLS with Dummy Variables¶Joint Hypothesis Test¶We simulate artificial data with a non-linear relationship between x and y: Fit and summary: Extract other quantities of interest: Draw a plot to compare the true relationship to OLS predictions. Confidence intervals around the predictions are built using the wls_prediction_stdcommand.See more on statsmodels.orgExplore furtherPredicting values using an OLS model with statsmodels We simulate artificial data with a non-linear relationship between x and y: Fit and summary: Extract other quantities of interest: Draw a plot to compare the true relationship to OLS predictions. Confidence intervals around the predictions are built using the wls_prediction_stdcommand.
We simulate artificial data with a non-linear relationship between x and y: Fit and summary: Extract other quantities of interest: Draw a plot to compare the true relationship to OLS predictions. Confidence intervals around the predictions are built using the wls_prediction_stdcommand.
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