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My notes on statistics

Statistics

  1. mean_median_mode.ipynb
  • Keywords: Central tendency, mean (arithmetic, geometric, and harmonic mean), median, mode
  1. central_limit_theorem
  • Keywords: central limit theorem, normal distribution
  1. confidece_interval
  • Keywords: Normal distribution, standard normal distribution, t-distribution, confidence interval, population mean, population proportion, t-statistic, z-statistic
  1. hypothesis_test
  • Keywords: Single tailed test, two tailed test, hypothesis test, type I and Type II error