User:Barryksmith/Books/Statistics

Wiki Book

 * Introduction
 * Statistics
 * Outline of statistics
 * Statistical theory
 * Statistical model
 * Linear algebra
 * Probability theory
 * Statistical significance
 * Confidence interval
 * Sampling distribution
 * Sampling (statistics)
 * Null hypothesis
 * Correlation and dependence
 * Dependent and independent variables
 * Analysis of variance
 * Bayesian statistics
 * Bayesian probability
 * Likelihood function
 * Factor analysis
 * Copula (probability theory)


 * Regression Analysis
 * Regression analysis
 * Linear regression
 * Multivariate statistics
 * Errors and residuals in statistics
 * Residual sum of squares
 * Least squares
 * Ordinary least squares
 * Generalized least squares
 * Polynomial regression
 * Logistic regression
 * Multinomial logistic regression
 * Mixed logit
 * Ordered logit
 * Probit model
 * Multinomial probit
 * Ordered probit
 * Poisson regression
 * Principal component regression
 * Semiparametric regression
 * Nonlinear regression
 * Non-linear least squares
 * Multilevel model
 * Regression model validation


 * Econometrics
 * Econometrics
 * Methodology of econometrics
 * Macroeconomic model
 * Econometric model
 * Time series
 * Autocorrelation
 * Unit root
 * Endogeneity (applied statistics)
 * Gauss–Markov theorem
 * Granger causality
 * Okun's law
 * Criticisms of econometrics


 * Tests and Measures
 * Statistical hypothesis testing
 * Goodness of fit
 * P-value
 * Normality test
 * Mean square weighted deviation
 * Pearson product-moment correlation coefficient
 * Spearman's rank correlation coefficient
 * Chi-squared test
 * Student's t-test
 * Dickey–Fuller test
 * Augmented Dickey–Fuller test
 * Autoregressive model
 * Phillips–Perron test
 * Fisher's method
 * Fisher's exact test
 * Barnard's test
 * Maximum likelihood
 * Kolmogorov–Smirnov test
 * Shapiro–Wilk test
 * White test
 * Homoscedasticity
 * Heteroscedasticity
 * Durbin–Watson statistic
 * Coefficient of determination
 * Akaike information criterion
 * Bayesian information criterion
 * Mann–Whitney U
 * Occam's razor


 * Probability Distributions
 * Probability distribution
 * Joint probability distribution
 * Probability mass function
 * Probability density function
 * Normal distribution
 * Multivariate normal distribution
 * Cumulative distribution function
 * Univariate distribution
 * Binomial distribution
 * Log-normal distribution
 * Pareto distribution
 * Uniform distribution (discrete)
 * Uniform distribution (continuous)
 * Bernoulli distribution
 * Negative binomial distribution
 * Geometric distribution
 * Hypergeometric distribution
 * Beta-binomial distribution
 * Categorical distribution
 * Multinomial distribution
 * Poisson distribution
 * Exponential distribution
 * Gamma distribution
 * Rayleigh distribution
 * Rice distribution
 * Chi-squared distribution
 * Student's t-distribution
 * F-distribution
 * Beta distribution
 * Dirichlet distribution
 * Wishart distribution


 * Miscellaneous Topics
 * Comparison of statistical packages