User:Kochiuyu/Books/Economic Statistics
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Economic Statistics
[edit]For EC151 in Boston College
[edit]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