e-datafuction

Overview

Randomized controlled trial

Occurrence	Incidence, Cumulative incidence, Prevalence, Point prevalence, Period prevalence
Association	Risk difference, Number needed to treat, Number needed to harm, Risk ratio, Relative risk reduction, Odds ratio, Hazard ratio
Population impact	Attributable fraction among the exposed, Attributable fraction for the population, Preventable fraction among the unexposed, Preventable fraction for the population
Other	Clinical endpoint, Virulence, Infectivity, Mortality rate, Morbidity, Case fatality rate, Specificity and sensitivity, Likelihood-ratios, Pre- and post-test probability

Trial/test types

Analysis of clinical trials

Interpretation of results

Public health

General

Preventive healthcare

Population health

Biological and
epidemiological statistics

Infectious and epidemic
disease prevention

Food hygiene and
safety management

Health behavioral
sciences

Organizations,
education
and history

Organizations	Caribbean Caribbean Public Health Agency China Center for Disease Control and Prevention Europe Centre for Disease Prevention and Control Committee on the Environment, Public Health and Food Safety India Ministry of Health and Family Welfare U.S. Centers for Disease Control and Prevention City and county health departments Council on Education for Public Health Public Health Service World Health Organization World Toilet Organization
Education	Health education Higher education Bachelor of Science in Public Health Doctor of Public Health Professional degrees of public health Schools of public health
History	Sara Josephine Baker Samuel Jay Crumbine Carl Rogers Darnall Joseph Lister Margaret Sanger John Snow Typhoid Mary Radium Girls Germ theory of disease Social hygiene movement

Branches of biology

See also

v t e Biology

Statistics

Descriptive statistics

Continuous data

Center	Mean arithmetic geometric harmonic Median Mode
Dispersion	Variance Standard deviation Coefficient of variation Percentile Range Interquartile range
Shape	Central limit theorem Moments Skewness Kurtosis L-moments

Count data

Index of dispersion

Summary tables

Dependence

Graphics

Data collection

Study design	Population Statistic Effect size Statistical power Optimal design Sample size determination Replication Missing data
Survey methodology	Sampling stratified cluster Standard error Opinion poll Questionnaire
Controlled experiments	Scientific control Randomized experiment Randomized controlled trial Random assignment Blocking Interaction Factorial experiment
Adaptive Designs	Adaptive clinical trial Up-and-Down Designs Stochastic approximation
Observational Studies	Cross-sectional study Cohort study Natural experiment Quasi-experiment

Statistical inference

Statistical theory

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
Interval estimation	Confidence interval Pivot Likelihood interval Prediction interval Tolerance interval Resampling Bootstrap Jackknife
Testing hypotheses	1- & 2-tails Power Uniformly most powerful test Permutation test Randomization test Multiple comparisons
Parametric tests	Likelihood-ratio Score/Lagrange multiplier Wald

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 Cross validation AIC BIC
Rank statistics	Sign Sample median Signed rank (Wilcoxon) Hodges–Lehmann estimator Rank sum (Mann–Whitney) Nonparametric anova 1-way (Kruskal–Wallis) 2-way (Friedman) Ordered alternative (Jonckheere–Terpstra)

Bayesian inference

Correlation	Pearson product-moment Partial correlation Confounding variable Coefficient of determination
Regression analysis	Errors and residuals Regression validation Mixed effects models Simultaneous equations models Multivariate adaptive regression splines (MARS)
Linear regression	Simple linear regression Ordinary least squares General linear model Bayesian regression
Non-standard predictors	Nonlinear regression Nonparametric Semiparametric Isotonic Robust Heteroscedasticity Homoscedasticity
Generalized linear model	Exponential families Logistic (Bernoulli) / Binomial / Poisson regressions
Partition of variance	Analysis of variance (ANOVA, anova) Analysis of covariance Multivariate ANOVA Degrees of freedom

Categorical / Multivariate / Time-series / Survival analysis

Categorical

Multivariate

Time-series

General	Decomposition Trend Stationarity Seasonal adjustment Exponential smoothing Cointegration Structural break Granger causality
Specific tests	Dickey–Fuller Johansen Q-statistic (Ljung–Box) Durbin–Watson Breusch–Godfrey
Time domain	Autocorrelation (ACF) partial (PACF) Cross-correlation (XCF) ARMA model ARIMA model (Box–Jenkins) Autoregressive conditional heteroskedasticity (ARCH) Vector autoregression (VAR)
Frequency domain	Spectral density estimation Fourier analysis Wavelet Whittle likelihood

Survival

Survival function	Kaplan–Meier estimator (product limit) Proportional hazards models Accelerated failure time (AFT) model First hitting time
Hazard function	Nelson–Aalen estimator
Test	Log-rank test

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 Jurimetrics National accounts Official statistics Population statistics Psychometrics
Spatial statistics	Cartography Environmental statistics Geographic information system Geostatistics Kriging

Topics in epidemiology

Branches of epidemiology

by physiology/disease:

Cardiovascular disease epidemiology
Cancer epidemiology
Cognitive epidemiology
Dental/Oral epidemiology
Epidemiology of aging
Infectious disease epidemiology
Injury epidemiology
Intestinal epidemiology
Neuroepidemiology
Obesity/diabetes epidemiology
Occupational injury & illness epidemiology
Pediatric epidemiology
Psychiatric epidemiology
Quantitative parasitology
Renal epidemiology
Reproductive epidemiology
Respiratory epidemiology
Veterinary epidemiology
Epidemiology of zoonoses

by methodological approach:

Biomarker epidemiology
Biostatistics
Disease informatics
E-epidemiology
Environmental epidemiology
Economic epidemiology
Clinical epidemiology
Computational epidemiology
Conflict epidemiology
Genetic epidemiology
Life course approach
Meta-analysis
Molecular epidemiology
Molecular pathological epidemiology
Nutritional epidemiology
Paleoepidemiology
Pharmacoepidemiology
Primary care epidemiology
Public Health practice epidemiology
Social epidemiology
Spatial epidemiology
Tele-epidemiology
Surveillance epidemiology (Clinical surveillance)

Global epidemiology of:

Epidemiology journals

General	American Journal of Epidemiology Canadian Journal of Epidemiology and Biostatistics Global Epidemiological News Epidemiologic Reviews Epidemiology International Journal of Epidemiology Annals of Epidemiology Journal of Epidemiology and Community Health European Journal of Epidemiology Emerging Themes in Epidemiology Epidemiologic Perspectives and Innovations Eurosurveillance
Speciality	Cancer Causes & Control Cancer Epidemiology Biomarkers and Prevention Epidemiology and Infection Genetic Epidemiology Infection Control and Hospital Epidemiology Journal of Clinical Epidemiology Paediatric Perinatal Epidemiology Pharmacoepidemiology and Drug Safety Preventive Medicine

Authority control	GND: 4015016-1 NARA: 10636962 NDL: 00561888