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Stata 17 資料管理統計繪圖軟體

Stata 17 型錄 | Stata功能 | 原廠網站 | 參考書籍 | 試用版下載 |

Stata是整合性統計分析套裝軟體，利用統計和繪圖方式來操作，提供您任何資料和圖形分析管理，使用介面為WINDOWS、MAC和UNIX，包含以下的功能:

　

■ 資料管理Data management
data transformations, match-merge, ODBC, XML, by-group processing, append files, sort, row–column transposition, labeling,

■ 基本統計Basic statistics
summaries, cross-tabulations, correlations, t tests, equality-of-variance tests, tests of proportions, confidence intervals,

■ 線性模式Linear models
regression; bootstrap, jackknife, and robust Huber/White/sandwich variance estimates; instrumental variables; three-stage least squares; constraints; quantile regression; GLS;

■ Linear mixed, multilevel, and hierarchical models
two-, three-, and multi-way random-intercepts and random-coefficients models; crossed random effects; ML and REML estimation; BLUPs of effects and fitted values;

　

■ 廣義型線性模式

Generalized linear models(GLMs)
ten link functions, user-defined links, seven distributions, ML and IRLS estimation, nine variance estimators, seven residuals,

■ 二元、計數及有限應變數

Binary, count, and limited dependent variables
logistic, probit, tobit; Poisson and negative-binomial; conditional, multinomial, ordered, rank-ordered, and stereotype logistic; multinomial probit; zero-inflated and zero-truncated count models; selection models; marginal effects;

■ Panel資料/交叉-組合時間序列Panel data/cross-sectional time-series
random- and fixed-effects with robust standard errors, linear mixed models, random-effects probit, GEE, random- and fixed-effects Poisson, Arellano–Bond, and instrumental variables regression; AR(1) disturbances;

■ 無母數分析

Nonparametric methods
Wilcoxon–Mann–Whitney, Wilcoxon signed ranks and Kruskal–Wallis tests; Spearman and Kendall correlations; Kolmogorov–Smirnov tests; exact binomial CIs,

■ 變異數分析ANOVA/MANOVA
balanced and unbalanced designs, factorial, nested, and mixed designs, repeated measures,

■ 多變量分析Multivariate methods
factor analysis; principal components; rotation; multidimensional scaling; Procrustean analysis; correspondence analysis; biplots; dendrograms; user-extensible analyses;

■ 群集分析Cluster analysis
hierarchical clustering; kmeans and kmedian nonhierarchical clustering; dendrograms; stopping rules; user-extensible analyses;

■ Resampling and simulation methods
bootstrapping, jackknife, Monte Carlo simulation, permutation tests

■ 模型檢定及事後估計量支援分析Model testing and post-estimation support
Wald tests, LR tests, linear and nonlinear combinations, linear and nonlinear predictions, tests of nonlinear restrictions, marginal effects, adjusted means, Hausman tests,

■ 統計繪圖Graphics
line charts, scatterplots, bar charts, pie charts, hi-lo charts, regression diagnostic graphs, survival plots, nonparametric smoothers, distribution Q-Q plots,

■ 抽樣調查方法Survey methods
sampling weights, multistage designs; stratification, poststratification; deff; means, proportions, ratios, totals; summary tables; bootstrap, jackknife, and linearization-based variance estimation; regression, instrumental variables, probit; more

■ 存活分析Survival analysis
Kaplan–Meier and Nelson–Aalen estimators, Cox regression (frailty); parametric models (frailty); hazards; time-varying covariates; left and right censoring, Weibull, exponential, and Gompertz analysis;

■ 流病學統計工具

Tools for epidemiologists
standardization of rates, case-control, cohort, matched case-control, Mantel–Haenszel, pharmacokinetics, ROC analysis, ICD-9-CM,

■ 時間序列Time series
ARIMA, ARCH/GARCH, VAR, VECM, correlograms, periodograms, white-noise tests, unit root tests, Holt–Winters smoothers, Haver Analytics data, rolling and recursive estimation,

■ 最大概似估計

Maximum likelihood
user-specified functions; NR, DFP, BFGS, BHHH; OIM, OPG, robust, bootstrap, and jackknife matrices; Wald tests; survey data; numeric or analytic derivatives;

■ 轉換和常態檢定

Transforms and normality tests
Box–Cox, power transforms, Shapiro–Wilk and Shapiro–Francia tests,

■ 其他統計方法

Other statistical methods
sample size and power, nonlinear regression, imputations, stepwise regression, statistical and mathematical functions,

■ Matrix programming
multiplication, addition, matrix inversion, eigenvalues and eigenvectors, SVD, Kronecker products, cross-products, matrix expressions,

■ Programming language
adding new commands, command scripting, if, while, command parsing, debugging, menu and dialog box programming, markup and control language,

■ 網路功能指令

Internet capabilities
ability to install new commands, web updating, web file sharing, latest Stata news,

■ Accessibility
Section 508 compliance, accessibility for persons with disabilities.

■ 統計樣本範例Sample session A sample session of Stata