Statements (59)
| Predicate | Object |
|---|---|
| gptkbp:instance_of |
gptkb:Library
|
| gptkbp:dependency |
gptkb:Matplotlib
gptkb:Pandas gptkb:Sci_Py gptkb:Num_Py gptkb:statsmodels.api |
| gptkbp:developed_by |
Statsmodels team
|
| gptkbp:first_released |
gptkb:2010
|
| gptkbp:has_documentation |
https://www.statsmodels.org/
|
| https://www.w3.org/2000/01/rdf-schema#label |
Statsmodels
|
| gptkbp:integrates_with |
gptkb:Pandas
gptkb:Sci_Py gptkb:Num_Py |
| gptkbp:is_used_for |
statistical modeling
|
| gptkbp:language |
gptkb:Library
|
| gptkbp:latest_version |
0.13.2
|
| gptkbp:license |
MIT License
|
| gptkbp:provides |
visualization tools
confidence intervals statistical tests effect size calculations data cleaning tools summary statistics forecasting tools model diagnostics data exploration tools model selection criteria data transformation functions time series analysis tools data manipulation functions predictive modeling tools classes for regression analysis data export functions data import functions formula API hypothesis testing functions model fitting functions parameter estimation methods residual analysis tools |
| gptkbp:repository |
https://github.com/statsmodels/statsmodels
|
| gptkbp:supports |
time series analysis
linear regression survival analysis generalized linear models nonparametric methods mixed linear models robust linear models state space models |
| gptkbp:used_in |
gptkb:software_framework
gptkb:Research_Institute health sciences engineering finance statistics data science social sciences econometrics |
| gptkbp:bfsParent |
gptkb:Anaconda_2
|
| gptkbp:bfsLayer |
4
|