User:Kochiuyu/Books/Economic Statistics

For EC151 in Boston College
This wikibook, complied by Chiu Yu Ko, is intended for the reference of the class EC151 Statistics of Boston College.


 * Introduction
 * Data collection
 * Statistics
 * History of statistics
 * Descriptive statistics
 * Statistical inference


 * Descriptive Statistics
 * Average
 * Mean
 * Median
 * Mode
 * Statistical dispersion
 * Variance
 * Standard deviation
 * Range
 * Percentile
 * Interquartile range
 * Shape of the distribution
 * Skewness
 * Kurtosis
 * Moment
 * Grouped data
 * Frequency distribution
 * Contingency table
 * Bar chart
 * Box plot
 * Histogram
 * Scatter plot
 * Radar chart


 * Probability Theory
 * Probability
 * Probability theory
 * Random variable
 * Probability distribution
 * Expected value
 * Discrete probability distribution
 * Probability mass function
 * Discrete Uniform distribution
 * Bernoulli distribution
 * Poisson distribution
 * Binomial distribution
 * Continuous probability distribution
 * Continuous Uniform distribution
 * Normal distribution
 * Chi-square distribution
 * Student's t-distribution
 * Probability density function
 * Cumulative distribution function
 * Law of large numbers
 * Central limit theorem


 * Estimation Theory
 * Estimator
 * Estimation theory


 * Statistical Inference
 * Frequentist inference
 * Bayesian inference
 * Statistical hypothesis testing
 * Sampling distribution
 * Null hypothesis
 * Alternative hypothesis
 * P-value
 * Statistical power
 * Fisher's exact test
 * Pearson's chi-square test
 * Type I and type II errors
 * Z-test
 * Student's t-test
 * Chi-square test
 * F-test


 * Correlation and Regression Analysis
 * Correlation and dependence
 * Regression analysis
 * Linear regression
 * Simple linear regression
 * Ordinary least squares
 * Analysis of variance
 * Analysis of covariance