Created ReadMe.md

Statistics/ReadMe.md

@@ -0,0 +1,22 @@
+This pdf document contains concepts of statistics.
+The concepts includes:
+1. Gaussian/Normal Distribution
+2. Log Normal Distribution
+3. Variance and Covariance
+4. Central Limit Theorem
+5. Chebyshev's Inequality
+6. Pearson correlation coefficient
+7. Spearman's rank correlation coefficient
+8. InterQuartile Range
+9. Standardization vs Normalization
+10. Probablity Density Function
+11. Probablity Mass Function
+12. Cumulative Distributive Function
+13. Quantile-Quantile Plots
+14. Power law distribution
+15. Point Estimate
+16. Confidence Intervals
+17. Bootstrapping in confidence Intervals
+18. Hypothesis Testing 
+19. Null Hypothesis and Alternate Hypothesis
+20. p-value and using bootstrapping to find the p-value.