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Showing posts with the label Statistics

Efficient Two Dimensional Numpy Array Statistics

I have many 100x100 grids, is there an efficient way using numpy to calculate the median for every … Read more Efficient Two Dimensional Numpy Array Statistics

Fitting Arma Model To Time Series Indexed By Time In Python

I am trying to fit an ARMA model to a time series stored in a pandas dataframe. The dataframe has … Read more Fitting Arma Model To Time Series Indexed By Time In Python

How Do I Quantize Data In Pandas?

I have a DataFrame like this a = pd.DataFrame(a.random.random(5, 10), columns=['col1','… Read more How Do I Quantize Data In Pandas?

Anova Test For Glm In Python

I am trying to get the F-statistic and p-value for each of the covariates in GLM. In Python I am us… Read more Anova Test For Glm In Python

How To Random Sample Lognormal Data In Python Using The Inverse Cdf And Specify Target Percentiles?

I'm trying to generate random samples from a lognormal distribution in Python, the application … Read more How To Random Sample Lognormal Data In Python Using The Inverse Cdf And Specify Target Percentiles?

Python, Pandas & Chi-squared Test Of Independence

I am quite new to Python as well as Statistics. I'm trying to apply the Chi Squared Test to det… Read more Python, Pandas & Chi-squared Test Of Independence