Scipy 2011 Time Series Analysis in PythonWes McKinney
1) The document discusses statsmodels, a Python library for statistical modeling that implements standard statistical models. It includes tools for linear regression, descriptive statistics, statistical tests, time series analysis, and more.
2) The talk provides an overview of using statsmodels for time series analysis, including descriptive statistics, autoregressive moving average (ARMA) models, vector autoregression (VAR) models, and filtering tools.
3) The discussion highlights the development of statsmodels and the need for integrated statistical data structures and user interfaces to make Python more competitive with R for data analysis and statistics.
Portugal is located in southwestern Europe, bordering Spain. It has a population of around 10 million people and its capital and largest city is Lisbon, located on the Tagus River. Portugal has a long coastline facing the Atlantic Ocean and enjoys a temperate climate, influenced by the Atlantic winds.
Scipy 2011 Time Series Analysis in PythonWes McKinney
1) The document discusses statsmodels, a Python library for statistical modeling that implements standard statistical models. It includes tools for linear regression, descriptive statistics, statistical tests, time series analysis, and more.
2) The talk provides an overview of using statsmodels for time series analysis, including descriptive statistics, autoregressive moving average (ARMA) models, vector autoregression (VAR) models, and filtering tools.
3) The discussion highlights the development of statsmodels and the need for integrated statistical data structures and user interfaces to make Python more competitive with R for data analysis and statistics.
Portugal is located in southwestern Europe, bordering Spain. It has a population of around 10 million people and its capital and largest city is Lisbon, located on the Tagus River. Portugal has a long coastline facing the Atlantic Ocean and enjoys a temperate climate, influenced by the Atlantic winds.