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Contents
Contents
Statistical Definitions
Rajarshi Guha
Contents
Fundamental Formulas
Fundamental Definitions
Correlation Coefficient
Regression Statistics
B & Beta Coefficients
Residual Sum of Squares
Overall F Statistic
t Statistic
Regression Diagnostics
Leverage
Mahalanobis Distance
Cook's Distance
Deviation of Fit
Residual
Standardized Residual
Studentized Residual
Principal Components Analysis
Algorithm
How Many Factors?
Principal Factors vs. Principal Components
Matrix Ill Conditioning
Sample Distributions
Sampling Distributions of the Mean
Central Limit Theorem
Sampling Distribution of
t Distribution
F distribution
Empirical Distribution
Estimation
Estimating the Mean
known
unknown
Standard Error of a Point Estimate
Tolerance Limits
Estimating the Variance
Testing Hypotheses
Definitions
General Procedeure for Hypothesis Testing
Testing Fit to Distributions
Kolmogorov - Smirnov Test
Anderson Darling Test
Shapiro Wilk Test
Goodness of Fit Test
2003-08-29
known
Goodness of Fit Test