Template:Statistics: Difference between revisions

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Revision as of 12:54, 16 April 2013 view sourceKiefer.Wolfowitz (talk \| contribs)39,688 edits rank statistics organized, remove meta analysis (which is not a core statistical inference topic, and is ignored in all the MS-level textbooks familiar to me)← Previous edit		Revision as of 12:56, 16 April 2013 view source Kiefer.Wolfowitz (talk \| contribs)39,688 edits remove robustness from estimation since it's listed in general inference here and of course robustness concerns non-estimation statsNext edit →
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Revision as of 12:56, 16 April 2013

Statistics

Descriptive statistics

Continuous data

Location	Mean (Arithmetic, Geometric, Harmonic) Median Mode pseudomedian (Hodges–Lehmann)
Dispersion	Range Standard deviation Coefficient of variation Percentile Robust (Interquartile range, )
Shape	Variance Skewness Kurtosis Moments L-moments

Count data

Index of dispersion

Summary tables

Dependence

Statistical graphics

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 Sufficiency Completeness Empirical distribution Bootstrap U statistic Asymptotics Exponential family Robustness Meta-analysis
Bayesian inference	Bayesian probability Prior Posterior Credible interval Bayes factor Bayesian estimator Maximum posterior estimator
Frequentist inference	Confidence interval Hypothesis testing Likelihood-ratio
Specific tests	Z (normal) Student's t-test F Chi-squared Wald Signed-rank (1-sample, 2-sample, 1-way anova) Permutation (Randomization) Shapiro–Wilk Kolmogorov–Smirnov
General estimation	Bias Efficiency Maximum likelihood Method of moments Minimum distance Density estimation

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

Multivariate statistics

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

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

Template documentation[view] [edit] [history] [purge]

Usage

Place this template at the bottom of appropriate articles in statistics:

{{Statistics}}

For most articles transcluding this template, the name of that section of the template most relevant to the article (usually where a link to the article itself is found) should be added as a parameter. This configures the template to be shown with all but that section collapsed (hidden):

{{Statistics|descriptive}}

{{Statistics|collection}}

{{Statistics|inference}}

{{Statistics|correlation}}

{{Statistics|analysis}}

{{Statistics|applications}}

By default, {{Statistics}} appears "revealed", "expanded" or "uncollapsed" as above, i.e. not collapsed to leave only its titlebar. (When one of the parameters above is included, the section it identifies is also revealed/expanded/uncollapsed.) Adding |state=collapsed will make the template appear collapsed to its titlebar (e.g. {{Statistics |state=collapsed}}, {{Statistics |descriptive |state=collapsed}}, etc.).

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