Training Set - See Also

See Also

  • Cross-validation (statistics)
Statistics
Descriptive statistics
Continuous data
Location
  • Mean (Arithmetic, Geometric, Harmonic)
  • Median
  • Mode
Dispersion
  • Range
  • Standard deviation
  • Coefficient of variation
  • Percentile
  • Interquartile range
Shape
  • Variance
  • Skewness
  • Kurtosis
  • Moments
  • L-moments
Count data
  • Index of dispersion
Summary tables
  • Grouped data
  • Frequency distribution
  • Contingency table
Dependence
  • Pearson product-moment correlation
  • Rank correlation (Spearman's rho, Kendall's tau)
  • Partial correlation
  • Scatter plot
Statistical graphics
  • Bar chart
  • Biplot
  • Box plot
  • Control chart
  • Correlogram
  • Forest plot
  • Histogram
  • Q–Q plot
  • Run chart
  • Scatter plot
  • Stemplot
  • Radar chart
Data collection
Designing studies
  • Effect size
  • Standard error
  • Statistical power
  • Sample size determination
Survey methodology
  • Sampling
  • Stratified sampling
  • Opinion poll
  • Questionnaire
Controlled experiment
  • Design of experiments
  • Randomized experiment
  • Random assignment
  • Replication
  • Blocking
  • Factorial experiment
  • Optimal design
Uncontrolled studies
  • Natural experiment
  • Quasi-experiment
  • Observational study
Statistical inference
Statistical theory
  • Sampling distribution
  • Order statistics
  • Sufficiency
  • Completeness
  • Exponential family
  • Permutation test (Randomization test)
  • Empirical distribution
  • Bootstrap
  • U statistic
  • Efficiency
  • Asymptotics
  • Robustness
Frequentist inference
  • Unbiased estimator (Mean unbiased minimum variance, Median unbiased)
  • Biased estimators (Maximum likelihood, Method of moments, Minimum distance, Density estimation)
  • Confidence interval
  • Testing hypotheses
  • Power
  • Parametric tests (Likelihood-ratio, Wald, Score)
Specific tests
  • Z (normal)
  • Student's t-test
  • F
  • Chi-squared
  • Signed-rank (1-sample, 2-sample, 1-way anova)
  • Shapiro–Wilk
  • Kolmogorov–Smirnov
Bayesian inference
  • Bayesian probability
  • Prior
  • Posterior
  • Credible interval
  • Bayes factor
  • Bayesian estimator
  • Maximum posterior estimator
Correlation and regression analysis
Correlation
  • Pearson product–moment correlation
  • Partial correlation
  • Confounding variable
  • Coefficient of determination
Regression analysis
  • Errors and residuals
  • Regression model validation
  • Mixed effects models
  • Simultaneous equations models
Linear regression
  • Simple linear regression
  • Ordinary least squares
  • General linear model
  • Bayesian regression
Non-standard predictors
  • Nonlinear regression
  • Nonparametric
  • Semiparametric
  • Isotonic
  • Robust
Generalized linear model
  • Exponential families
  • Logistic (Bernoulli)
  • Binomial
  • Poisson
Partition of variance
  • Analysis of variance (ANOVA)
  • Analysis of covariance
  • Multivariate ANOVA
  • Degrees of freedom
Categorical, multivariate, time-series, or survival analysis
Categorical data
  • Cohen's kappa
  • Contingency table
  • Graphical model
  • Log-linear model
  • McNemar's test
Multivariate statistics
  • Multivariate regression
  • Principal components
  • Factor analysis
  • Cluster analysis
  • Classification
  • Copulas
Time series analysis
General
  • Decomposition
  • Trend
  • Stationarity
  • Seasonal adjustment
Time domain
  • ACF
  • PACF
  • XCF
  • ARMA model
  • ARIMA model
  • Vector autoregression
Frequency domain
  • Spectral density estimation
Survival analysis
  • Survival function
  • Kaplan–Meier
  • Logrank test
  • Failure rate
  • Proportional hazards models
  • Accelerated failure time model
Applications
Biostatistics
  • Bioinformatics
  • Clinical trials & studies
  • Epidemiology
  • Medical statistics
Engineering statistics
  • Chemometrics
  • Methods engineering
  • Probabilistic design
  • Process & Quality control
  • Reliability
  • System identification
Social statistics
  • Actuarial science
  • Census
  • Crime statistics
  • Demography
  • Econometrics
  • National accounts
  • Official statistics
  • Population
  • Psychometrics
Spatial statistics
  • Cartography
  • Environmental statistics
  • Geographic information system
  • Geostatistics
  • Kriging
  • Category
  • Portal
  • Outline
  • Index


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Famous quotes containing the word see:

    If we could see ourselves as others see us, we would vanish on the spot.
    E.M. Cioran (b. 1911)