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Economic Statistics

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For EC151 in Boston College

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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