Practicing and automating stat related calculation. Avoiding using readily libraries for practicing purpose.
AutoStat is a collection of statistical functions implemented in Python. It aims to provide a convenient toolset for statistical analysis, making it easier for users to perform various statistical calculations.
- Descriptive statistics (mean, median, mode, variance, standard deviation, etc.).
- Probability distributions (binomial distribution, normal distribution, etc.).
- Hypothesis testing and confidence intervals.
- Linear regression and correlation analysis.
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