How to predict when next event occurs based on previous events?
Aug 30, 2012 · Most raw statistical modelling techniques based on examining (say) time between adjacent events would have difficulty capturing these underlying influences. I would build a statistical …
Find p-value (significance) in scikit-learn LinearRegression
Jan 13, 2015 · How can I find the p-value (significance) of each coefficient? lm = sklearn.linear_model.LinearRegression() lm.fit(x,y)
logistic regression - scikit learn: how to check coefficients ...
Aug 4, 2014 · Scikit-learn deliberately does not support statistical inference. If you want out-of-the-box coefficients significance tests (and much more), you can use Logit estimator from Statsmodels. This …
r - How to get coefficients and their confidence intervals in mixed ...
Jun 17, 2012 · My model spec is maybe unusual in omitting the intercept - I want to do this, because otherwise the coefficients are nonsense. var1 is categorical and I want "group specific intercepts" for …
How to compare ROC AUC scores of different binary classifiers and ...
For that, I want to calculate the ROC AUC scores, measure the 95% confidence interval (CI), and p-value to access statistical significance. Below is a minimal example in scikit-learn which trains three …
How do I calculate statistical power on effect size of Cox regression ...
Oct 5, 2018 · A colleague (now left) produced a linear model power analysis in R as a placeholder for Cox regression. There are packages out there (pwr), but none deal with Cox regression. I need to do …
Tools for making latex tables in R - Stack Overflow
Mar 29, 2011 · stargazer package makes nice comparative statistical model summary tables Blogs and code snippets There is the outreg function of Paul Johnson that gives Stata-like tables in Latex for …
How to get a regression summary in scikit-learn like R does?
As an R user, I wanted to also get up to speed on scikit. Creating a linear regression model(s) is fine, but can't seem to find a reasonable way to get a standard summary of regression output. ...
How to make a statistical model with data from different locations ...
Nov 20, 2021 · How should we model the data? We suspect there is a relation between all of the variables.. Should the data be grouped by site, and then do a regression model and then compare to …
Selecting the statistically significant variables in an R glm model
In addition, you must be warned against selecting "significant" variables in this fashion. Statistical significance can be changed with addition/removal of a single independent variable. Your question …