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Continuous data | Pusat | |
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Dispersion | - Variance
- Standard deviation
- Coefficient of variation
- Percentile
- Range
- Interquartile range
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Shape | - Central limit theorem
- Moments
- Skewness
- Kurtosis
- L-moments
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Count data | |
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Summary tables | - Grouped data
- Frequency distribution
- Contingency table
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Dependence | - Pearson product-moment correlation
- Rank correlation
- Spearman's rho
- Kendall's tau
- Partial correlation
- Scatter plot
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Graphics | - Bar chart
- Biplot
- Box plot
- Control chart
- Correlogram
- Fan chart
- Forest plot
- Histogram
- Pie chart
- Q–Q plot
- Run chart
- Scatter plot
- Stem-and-leaf display
- Radar chart
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Pengumpulan Data |
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Study design | - Population
- Statistic
- Effect size
- Statistical power
- Sample size determination
- Missing data
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Survey methodology | - Sampling
- Standard error
- Opinion poll
- Questionnaire
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Controlled experiments | - Design
- Controlled trial
- Randomized
- Random assignment
- Replication
- Blocking
- Interaction
- Factorial experiment
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Uncontrolled studies | - Observational study
- Natural experiment
- Quasi-experiment
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Statistical theory | - Population
- Statistic
- Probability distribution
- Sampling distribution
- Empirical distribution
- Statistical model
- Parameter
- Parametric family
- Likelihood (monotone)
- Location–scale family
- Exponential family
- Completeness
- Sufficiency
- Statistical functional
- Optimal decision
- Efficiency
- Statistical distance
- Asymptotics
- Robustness
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Frequentist inference | Point estimation | - Estimating equations
- Maximum likelihood
- Method of moments
- M-estimator
- Minimum distance
- Unbiased estimators
- Mean-unbiased minimum-variance
- Rao–Blackwellization
- Lehmann–Scheffé theorem
- Median unbiased
- Plug-in
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Interval estimation | - Confidence interval
- Pivot
- Likelihood interval
- Prediction interval
- Tolerance interval
- Resampling
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Testing hypotheses | - 1- & 2-tails
- Power
- Uniformly most powerful test
- Permutation test
- Multiple comparisons
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Parametric tests | - Likelihood-ratio
- Wald
- Score
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Specific tests | - Z-test (normal)
- Student's t-test
- F-test
| Goodness of fit | - Chi-squared
- G-test
- Kolmogorov–Smirnov
- Anderson–Darling
- Lilliefors
- Jarque–Bera
- Normality (Shapiro–Wilk)
- Likelihood-ratio test
- Model selection
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Rank statistics | - Sign
- Signed rank (Wilcoxon)
- Rank sum (Mann–Whitney)
- Nonparametric anova
- 1-way (Kruskal–Wallis)
- 2-way (Friedman)
- Ordered alternative (Jonckheere–Terpstra)
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Bayesian inference | - Bayesian probability
- Credible interval
- Bayes factor
- Bayesian estimator
- Maximum posterior estimator
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Correlation | - Pearson product-moment
- Partial correlation
- Confounding variable
- Coefficient of determination
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Regression analysis | - Errors and residuals
- Regression model validation
- Mixed effects models
- Simultaneous equations models
- Multivariate adaptive regression splines (MARS)
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Linear regression | - Simple linear regression
- Ordinary least squares
- General linear model
- Bayesian regression
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Non-standard predictors | - Nonlinear regression
- Nonparametric
- Semiparametric
- Isotonic
- Robust
- Heteroscedasticity
- Homoscedasticity
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Generalized linear model | - Exponential families
- Logistic (Bernoulli) / Binomial / Poisson regressions
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Partition of variance | - Analysis of variance (ANOVA, anova)
- Analysis of covariance
- Multivariate ANOVA
- Degrees of freedom
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Kategorik / Multivariat / Deret waktu / Analisis ketahanan |
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Categorical | - Cohen's kappa
- Contingency table
- Graphical model
- Log-linear model
- McNemar's test
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Multivariate | - Regression
- Manova
- Principal components
- Canonical correlation
- Discriminant analysis
- Cluster analysis
- Classification
- Structural equation model
- Multivariate distributions
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Time-series | General | - Decomposition
- Trend
- Stationarity
- Seasonal adjustment
- Exponential smoothing
- Cointegration
- Structural break
- Granger causality
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Specific tests | - Dickey–Fuller
- Johansen
- Q-statistic (Ljung–Box)
- Durbin–Watson
- Breusch–Godfrey
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Time domain | - Autocorrelation (ACF)
- Cross-correlation (XCF)
- ARMA model
- ARIMA model (Box–Jenkins)
- Autoregressive conditional heteroskedasticity (ARCH)
- Vector autoregression (VAR)
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Frequency domain | - Spectral density estimation
- Fourier analysis
- Wavelet
- Whittle likelihood
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Survival | Survival function | - Kaplan–Meier estimator (product limit)
- Proportional hazards models
- Accelerated failure time (AFT) model
- First hitting time
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Hazard function | |
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Test | |
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Aplikasi |
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Biostatistics | - Bioinformatics
- Clinical trials / studies
- Epidemiology
- Medical statistics
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Engineering statistics | - Chemometrics
- Methods engineering
- Probabilistic design
- Process / quality control
- Reliability
- System identification
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Social statistics | - Actuarial science
- Census
- Crime statistics
- Demography
- Econometrics
- National accounts
- Official statistics
- Population statistics
- Psychometrics
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Spatial statistics | - Cartography
- Environmental statistics
- Geographic information system
- Geostatistics
- Kriging
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