User:Indy16mm/Books/Statistics

Basic Statistics

 * Probability
 * Jensen's inequality
 * Markov's inequality
 * Chebyshev's inequality
 * Law of large numbers


 * Basic Features
 * Correlation and dependence
 * Probability mass function
 * Probability density function
 * Cumulative distribution function
 * Moment-generating function
 * P-value
 * Simpson's paradox


 * Distribution
 * Binomial distribution
 * Poisson distribution
 * Exponential distribution
 * Multinomial distribution
 * Normal distribution
 * Multivariate normal distribution
 * Student's t-distribution
 * Gamma distribution
 * Beta distribution
 * Chi-squared distribution
 * Weibull distribution


 * Test
 * Bias of an estimator
 * Rejection sampling
 * Delta method
 * Student's t-test
 * F-test
 * Pearson's chi-squared test
 * Likelihood-ratio test
 * Fisher's exact test
 * Barnard's test
 * Binomial proportion confidence interval


 * Categorical Data Analysis
 * Relative risk
 * Odds ratio
 * Contingency table
 * Likelihood function
 * Maximum likelihood
 * Regression analysis
 * Generalized linear model
 * G-test
 * Kendall tau rank correlation coefficient
 * Kendall tau distance
 * Goodman and Kruskal's gamma


 * Just Added