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Statistics Classification - Coggle Diagram
Statistics Classification
Descriptive Statistics
Measures of Central Tendency
Mean
Arithmetic mean
Geometric mean
Harmonic mean
Median
Mode
Measures of Variation
Range
Standard Deviation
Population standard deviation
Sample standard deviation
Variance
Inferential Statistics
Hypothesis Testing
Null Hypothesis
Alternative Hypothesis
Test Statistic
P-Value
Confidence Interval
Regression Analysis
Linear Regression
Ordinary least squares (OLS) regression
Multiple linear regression
Logistic Regression
Binary logistic regression
Multinomial logistic regression
Poisson Regression
Time Series Analysis
Autoregressive Moving Average (ARMA) Models
ARMA(p,q) model
Moving Average (MA) Models
MA(q) model
Autoregressive (AR) Models
AR(p) model
Multivariate Analysis
Principal Component Analysis (PCA)
Eigenvectors
Eigenvalues
Factor Analysis
Exploratory factor analysis (EFA)
Confirmatory factor analysis (CFA)
Cluster Analysis
Hierarchical cluster analysis
K-means clustering