你out了! 2023全球使用最多的500个计量经济学方法Stata程序公布了！

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所有计量经济圈方法论丛的code程序, 宏微观数据库和各种软件都放在社群里.欢迎到计量经济圈社群交流访问.

为了帮助大家更好地了解全球范围内某些 Stata 程序的使用趋势，特意收集了 2023 年下载量最高的500个程序名单。从这份最广泛使用的榜单中，我们可以略知一二，各种最新的因果识别方法，如异质性稳健的差分中断法（DID）等程序都位居前十名的位置。

序号	Stata程序下载量前500排序（从高到低）
1	OUTREG2: Stata module to arrange regression outputs into an illustrative table
2	PSMATCH2: Stata module to perform full Mahalanobis and propensity score matching, common support graphing, and covariate imbalance testing
3	PSACALC: Stata module to calculate treatment effects and relative degree of selection under proportional selection of observables and unobservables
4	ESTOUT: Stata module to make regression tables
5	WINSOR2: Stata module to winsorize data
6	PPML: Stata module to perform Poisson pseudo-maximum likelihood estimation
7	XTIVREG2: Stata module to perform extended IV/2SLS, GMM and AC/HAC, LIML and k-class regression for panel data models
8	EVENTDD: Stata module to panel event study models and generate event study plots
9	DID_MULTIPLEGT_DYN: Stata module to estimate event-study Difference-in-Difference (DID) estimators in designs with multiple groups and periods, with a potentially non-binary treatment that may increase or decrease multiple times
10	CSDID: Stata module for the estimation of Difference-in-Difference models with multiple time periods
11	IVREG2: Stata module for extended instrumental variables/2SLS and GMM estimation
12	DID_MULTIPLEGT: Stata module to estimate sharp Difference-in-Difference designs with multiple groups and periods
13	EVENTSTUDY2: Stata module to perform event studies with complex test statistics
14	LOGOUT: Stata module to convert log or ASCII files into various output formats
15	COEFPLOT: Stata module to plot regression coefficients and other results
16	MMQREG: Stata module to estimate quantile regressions via Method of Moments
17	XTCOINTREG: Stata module for panel data generalization of cointegration regression using fully modified ordinary least squares, dynamic ordinary least squares, and canonical correlation regression methods
18	RTMCI: Stata module to estimate regression to the mean effects with confidence intervals
19	XTQREG: Stata module to compute quantile regression with fixed effects
20	DID_IMPUTATION: Stata module to perform treatment effect estimation and pre-trend testing in event studies
21	STACKEDEV: Stata module to implement stacked event study estimator
22	EVENT_PLOT: Stata module to plot the staggered-adoption diff-in-diff ("event study") estimates
23	BALANCETABLE: Stata module to build a balance table and print it in a LaTeX file or an Excel file
24	DCREATE: Stata module to create efficient designs for discrete choice experiments
25	SYNTH: Stata module to implement Synthetic Control Methods for Comparative Case Studies
26	XTABOND2: Stata module to extend xtabond dynamic panel data estimator
27	XTCIPS: Stata module to compute Pesaran Panel Unit Root Test in the Presence of Cross-section Dependence
28	EVENTSTUDYINTERACT: Stata module to implement the interaction weighted estimator for an event study
29	BACONDECOMP: Stata module to perform a Bacon decomposition of difference-in-differences estimation
30	SDID: Stata module to perform synthetic difference-in-differences estimation, inference, and visualization
31	SPWMATRIX: Stata module to generate, import, and export spatial weights
32	STDDIFF: Stata module to compute Standardized differences for continuous and categorical variables
33	UTEST: Stata module to test for a U-shaped relationship
34	IVREGHDFE: Stata module for extended instrumental variable regressions with multiple levels of fixed effects
35	NCA: Stata module to perform Necessary Condition Analysis (NCA)
36	REGHDFE: Stata module to perform linear or instrumental-variable regression absorbing any number of high-dimensional fixed effects
37	DIFF: Stata module to perform Differences in Differences estimation
38	LOCPROJ: Stata module to estimate Local Projections
39	PRODEST: Stata module for production function estimation based on the control function approach
40	XTPMG: Stata module for estimation of nonstationary heterogeneous panels
41	RANGESTAT: Stata module to generate statistics using observations within range
42	IVREG2H: Stata module to perform instrumental variables estimation using heteroskedasticity-based instruments
43	ASDOC: Stata module to create high-quality tables in MS Word from Stata output
44	SPMAP: Stata module to visualize spatial data
45	TWOWAYFEWEIGHTS: Stata module to estimate the weights and measure of robustness to treatment effect heterogeneity attached to two-way fixed effects regressions
46	XTVAR: Stata module to compute panel vector autoregression
47	MIXLOGITWTP: Stata module to estimate mixed logit models in WTP space
48	SYNTH2: Stata module to implement synthetic control method (SCM) with placebo tests, robustness test and visualization
49	DOUBLEB: Stata module to compute Contingent Valuation using Double-Bounded Dichotomous Choice
50	WEAKIV: Stata module to perform weak-instrument-robust tests and confidence intervals for instrumental-variable (IV) estimation of linear, probit and tobit models
51	Excel Sheet for Stackelberg Duopoly
52	EGENMORE: Stata modules to extend the generate function
53	XTOVERID: Stata module to calculate tests of overidentifying restrictions after xtreg, xtivreg, xtivreg2, xthtaylor
54	XTENDOTHRESDPD: Stata module to estimate a Dynamic Panel Data Threshold Effects Model with Endogenous Regressors
55	GEODIST: Stata module to compute geographical distances
56	REPEST: Stata module to run estimations with weighted replicate samples and plausible values
57	ZANDREWS: Stata module to calculate Zivot-Andrews unit root test in presence of structural break
58	CHATGPT: Stata module to allow users to interact with ChatGPT within Stata software and receive advice about Stata
59	PARAMED: Stata module to perform causal mediation analysis using parametric regression models
60	Excel Sheet for Cournot Duopoly
61	XTTEST3: Stata module to compute Modified Wald statistic for groupwise heteroskedasticity
62	FAIRLIE: Stata module to generate nonlinear decomposition of binary outcome differentials
63	GAM: Stata module for generalised additive models
64	VAR_NR: Stata module to estimate set identified SVARS
65	CMP: Stata module to implement conditional (recursive) mixed process estimator
66	FITSTAT: Stata module to compute fit statistics for single equation regression models
67	CIBAR: Stata module to plot bar graphs and confidence intervals over groups
68	CUTPT: Stata module for empirical estimation of cutpoint for a diagnostic test
69	PMCALPLOT: Stata module to produce calibration plot of prediction model performance
70	HAMILTONFILTER: Stata module to calculate the Hamilton Filter for a Single Time Series or for a Panel Dataset
71	HURST: MATLAB function to compute the Hurst exponent using R/S Analysis
72	SAVESPSS: Stata module to save data to SPSS (.sav) system file
73	XTEVENT: Stata module to estimate and visualize linear panel event-study models
74	QREGPD: Stata module to perform Quantile Regression for Panel Data
75	RFOREST: Stata module to implement Random Forest algorithm
76	PESCADF: Stata module to perform Pesaran's CADF panel unit root test in presence of cross section dependence
77	ITSA: Stata module to perform interrupted time series analysis for single and multiple groups
78	Band-Pass Filter Excel Add-in
79	COMBOMARGINSPLOT: Stata module to combine the saved results from multiple calls to margins into one marginsplot
80	INEQDECO: Stata module to calculate inequality indices with decomposition by subgroup
81	MEDIATION: Stata module for causal mediation analysis and sensitivity analysis
82	MIPOLATE: Stata module to interpolate values
83	CHARLSON: Stata module to calculate Charlson index of comorbidity
84	WTP: Stata module to estimate confidence intervals for willingness to pay measures
85	APC: Stata module for estimating age-period-cohort effects
86	RANKTEST: Stata module to test the rank of a matrix
87	RANDTREAT: Stata module to randomly assign treatments uneven treatments and deal with misfits
88	SCFCOMBO: Stata module to estimate errors using the Survey of Consumer Finances
89	SBBQ: Stata module to implement the Harding and Pagan (2002) business cycle dating algorithm
90	KMATCH: Stata module module for multivariate-distance and propensity-score matching, including entropy balancing, inverse probability weighting, (coarsened) exact matching, and regression adjustment
91	MATCHIT: Stata module to match two datasets based on similar text patterns
92	MALMQ2: Stata module to compute Malmquist Productivity Index
93	KAPPALATE: Stata module to estimate the local average treatment effect (LATE) using Abadie's kappa approach and other weighting estimators
94	INEQDECGINI: Stata module to estimate Gini coefficient with optional decomposition by subgroups
95	JWDID: Stata module to estimate Difference-in-Difference models using Mundlak approach
96	XTSUR: Stata module to estimate seemingly unrelated regression model on unbalanced panel data
97	TVGC: Stata module to perform Time-Varying Granger Causality tests
98	BINSCATTER: Stata module to generate binned scatterplots
99	CARRYFORWARD: Stata module to carry forward previous observations
100	GINIDESC: Stata module to compute Gini index with within- and between-group inequality decomposition
101	Matlab code for Real Business Cycle Models: Linear Approximation and GMM Estimation
102	XTTRANS2: Stata module to compute tables of transition probabilities
103	EUROSTATUSE: Stata module to import data from Eurostat repository into Stata
104	XTLSDVC: Stata module to estimate bias corrected LSDV dynamic panel data models
105	QREG2: Stata module to perform quantile regression with robust and clustered standard errors
106	XTHECKMANFE: Stata module to fit panel data models in the presence of endogeneity and selection
107	ALLSYNTH: Stata module to automate estimation of (i) bias-corrected synthetic control gaps ("treatment effects")
108	MPI: Stata module to compute the Alkire-Foster multidimensional poverty measures and their decomposition by deprivation indicators and population sub-groups
109	SHAPLEY2: Stata module to compute additive decomposition of estimation statistics by regressors or groups of regressors
110	RBOUNDS: Stata module to perform Rosenbaum sensitivity analysis for average treatment effects on the treated
111	MOREMATA: Stata module (Mata) to provide various functions
112	XTDCCE2: Stata module to estimate heterogeneous coefficient models using common correlated effects in a dynamic panel
113	MDESC: Stata module to tabulate prevalence of missing values
114	MEAN2: Stata module to make a table of estimate means with subpopulation differences
115	ACTEST: GAUSS module to Apply Asymmetric Causality Tests
116	OUTREG: Stata module to write estimation tables to a Word or TeX file
117	MIDAS: Stata module for meta-analytical integration of diagnostic test accuracy studies
118	Matlab code for the Bewley model with production
119	PPML_PANEL_SG: Stata module to estimate "structural gravity" models via Poisson PML
120	XTMG: Stata module to estimate panel time series models with heterogeneous slopes
121	BAYERHANCK: Stata module to compute test for non-cointegration
122	SORTL: Stata module to sort factor loadings or rotated matrix from PCA or factor
123	BIGTAB: Stata module to produce frequency tables for "too many values"
124	LYAPROSEN: MATLAB function to calculate Lyapunov exponent
125	ICDPIC: Stata module to provide methods for translating International Classification of Diseases (Ninth Revision) diagnosis codes into standard injury categories and/or scores
126	TWOPM: Stata module to estimate two-part models
127	SHP2DTA: Stata module to converts shape boundary files to Stata datasets
128	WBOPENDATA: Stata module to access World Bank databases
129	ONETEXT: Stata module to perform simple Chinese text analysis
130	DFL: Stata module to estimate DiNardo, Fortin and Lemieux Counterfactual Kernel Density
131	OAXACA: Stata module to compute the Blinder-Oaxaca decomposition
132	BOOTTEST: Stata module to provide fast execution of the wild bootstrap with null imposed
133	ONECLICK: Stata module to screen for control variables that keep the explanatory variables at a certain level of significance
134	WINSOR: Stata module to Winsorize a variable
135	_GWTMEAN: Stata module containing extensions to generate to implement weighted mean
136	ELIXHAUSER: Stata module to calculate Elixhauser index of comorbidity
137	CIC: Stata module to implement the Athey and Imbens (2006) Changes-in-Changes model
138	ABAR: Stata module to perform Arellano-Bond test for autocorrelation
139	INEQDEC0: Stata module to calculate inequality indices with decomposition by subgroup
140	MATLAB code for the Hodrick-Prescott filter
141	CONJOINT: Stata module to analyse and visualise conjoint (factorial) experiments
142	MIMRGNS: Stata module to run margins after mi estimate
143	POVDECO: Stata module to calculate poverty indices with decomposition by subgroup
144	MULTIPURT: Stata module to run 1st and 2nd generation panel unit root tests for multiple variables and lags
145	MPLOTOFFSET: Stata module to produce marginsplots with offset plotting symbols
146	HHI: Stata module to compute Herfindahl index
147	XTCDF: Stata module to perform Pesaran's CD-test for cross-sectional dependence in panel context
148	EGRANGER: Stata module to perform Engle-Granger cointegration tests and 2-step ECM estimation
149	XTHYBRID: Stata module to estimate hybrid and correlated random effect (Mundlak) models within the framework of generalized linear mixed models (GLMM)
150	PYRAMID: Stata tutorial for population pyramids
151	SXPOSE: Stata module to transpose string variable dataset
152	XTTEST2: Stata module to perform Breusch-Pagan LM test for cross-sectional correlation in panel data model
153	SEG: Stata module to compute multiple-group diversity and segregation indices
154	CENTER: Stata module to center (or standardize) variables
155	KPSS: Stata module to compute Kwiatkowski-Phillips-Schmidt-Shin test for stationarity
156	ISCOGEN: Stata module to translate ISCO codes
157	MOVESTAY: Stata module for maximum likelihood estimation of endogenous regression switching models
158	REPKIT: Stata module providing utility toolkit for reproducibility
159	EVALUE: Stata module for conducting sensitivity analyses for unmeasured confounding in observational studies
160	FCSTATS: Stata module to compute time series forecast accuracy statistics
161	XLINCOM: Stata module to estimate multiple linear combinations of parameters
162	SANKEY_PLOT: Stata module to produce Sankey plots
163	XTWEST: Stata module for testing for cointegration in heterogeneous panels
164	METADTA: Stata module to perform fixed- and random-effects meta-analysis and meta-regression of diagnostic accuracy studies
165	DRDID: Stata module for the estimation of Doubly Robust Difference-in-Difference models
166	XTGCAUSE: Stata module to test for Granger non-causality in heterogeneous panels
167	FTOOLS: Stata module to provide alternatives to common Stata commands optimized for large datasets
168	SVVARLBL: Stata module to save variable labels to a file
169	FACTORTEST: Stata module to perform tests for appropriateness of factor analysis
170	ESTUDY: Stata module to perform an event study
171	CV2: Stata module to calculate the coefficient of variation for variables
172	DIDPLACEBO: Stata module for in-time, in-space and mixed placebo tests for estimating difference-in-differences (DID) models
173	MUNDLAK: Stata module to estimate random-effects regressions adding group-means of independent variables to the model
174	XTFMB: Stata module to execute Fama-MacBeth two-step panel regression
175	SF36: Stata module to calculate summary statistics for the SF-36 Health Survey Instrument
176	REGSENSITIVITY: Stata module for regression sensitivity analysis
177	BCUSE: Stata module to access instructional datasets on Boston College server
178	DIAGT: Stata module to report summary statistics for diagnostic tests compared to true disease status
179	SUREGR: Stata module to calculate robust, or cluster-robust variance after sureg
180	PLAUSEXOG: Stata module to implement Conley et al's plausibly exogenous bounds
181	XTPEDRONI: Stata module to perform Pedroni's panel cointegration tests and Panel Dynamic OLS estimation
182	LMDI: Stata module to compute Logarithmic Mean Divisia Index (LMDI) Decomposition
183	KHB: Stata module to decompose total effects into direct and indirect via KHB-method
184	EVENTSTUDYWEIGHTS: Stata module to estimate the implied weights on the cohort-specific average treatment effects on the treated (CATTs) (event study specifications)
185	CHINA_MAP: Stata module to provide map of China's provinces
186	IVQREG2: Stata module to provide structural quantile function estimation
187	ASREG: Stata module to estimate rolling window regressions, Fama-MacBeth and by(group) regressions
188	MVPROBIT: Stata module to calculate multivariate probit regression using simulated maximum likelihood
189	MIXLOGIT: Stata module to fit mixed logit models by using maximum simulated likelihood
190	CONDISC: Stata module to perform convergent and discriminant validity assessment in CFA
191	SAMPLEPPS: Stata module to draw a random sample with probabilities proportional to size
192	QREGPLOT: Stata module for plotting coefficients of a Quantile Regression
193	CAUSALDATA: Stata module providing datasets used in causal analysis
194	XTFISHER: Stata module to compute Fisher type unit root test for panel data
195	SKNOR: Stata module to generate a sample from a normal or skewed (skew-normal) distribution, as defined by the user
196	RECLINK: Stata module to probabilistically match records
197	LORENZ: Stata module to estimate and display Lorenz curves and concentration curves
198	A Matlab Code for Univariate Time Series Forecasting
199	XTCSD: Stata module to test for cross-sectional dependence in panel data models
200	FRE: Stata module to display one-way frequency table
201	GEOINPOLY: Stata module to match geographic locations to shapefile polygons
202	PTREND: Stata module for trend analysis for proportions
203	Matlab code for "Solving the incomplete markets model with aggregate uncertainty using the Krusell-Smith algorithm"
204	WHITETST: Stata module to perform White's test for heteroskedasticity
205	XTSCC: Stata module to calculate robust standard errors for panels with cross-sectional dependence
206	MAKEID: Stata module to create a unique ID for every observation in the dataset
207	Matlab programs by Hansen and T. Sargent
208	NNMATCH: Stata module to compute nearest-neighbor bias-corrected estimators
209	CODEBOOKOUT: Stata module to save codebook in MS excel format
210	MARKUPEST: Stata module for markup estimation via Micro and Macro approaches
211	SQ: Stata module for sequence analysis
212	Matlab code for Solving Dynamic General Equilibrium Models Using a Second-Order Approximation to the Policy Function
213	Matlab code for policy iteration algorithm
214	BLINDSCHEMES: Stata module to provide graph schemes sensitive to color vision deficiency
215	RHAUSMAN: Stata module to perform Robust Hausman Specification Test
216	DASCT01: Gauss Module for estimating Dynamic Asymmetric and Symmetric Causality Tests
217	TABLE1: Stata module to create "table 1" of baseline characteristics for a manuscript
218	REGIFE: Stata module to estimate linear models with interactive fixed effects
219	OMEGACOEF: Stata module to calculate the omega reliability coefficient
220	RD: Stata module for regression discontinuity estimation
221	Matlab code for the Kalman filter
222	THEILDECO: Stata module to produce refined Theil index decomposition by group and quantile
223	WEAKIVTEST: Stata module to perform weak instrument test for a single endogenous regressor in TSLS and LIML
224	PDSLASSO: Stata module for post-selection and post-regularization OLS or IV estimation and inference
225	XLS2DTA: Stata module to save Excel files as Stata datasets
226	METAN: Stata module for fixed and random effects meta-analysis
227	IOT: Stata module to estimate Leontief Input-Output Table
228	DENTON: Stata module to interpolate a flow or stock series from low-frequency totals via proportional Denton method
229	SPWEIGHTXT: Stata module to compute Panel Spatial Weight Matrix
230	IVENDOG: Stata module to calculate Durbin-Wu-Hausman endogeneity test after ivreg
231	XTMORAN: Stata module to calculate Moran's I and Moran's Ii statistics for panel data and displaying a Moran scatterplot
232	BCSTATS: Stata module to analyze back check (field audit) data and compare it to the original survey data
233	ROBREG: Stata module providing robust regression estimators
234	EUROUSE: Stata module to import data from Eurostat
235	INLIST2: Stata module to create an inlist() dummy, without the inlist() limitations
236	BLP: Stata module to estimate Berry Levinsohn Pakes random coefficients logit estimator
237	SWINDEX: Stata module to create a standardized weighted index of multiple indicator variables
238	IVMEDIATE: Stata module to perform causal mediation analysis in instrumental-variables regressions
239	FASTXTILE: Stata module to generate a variable of quantile categories
240	FRAUSE: Stata module to access Wooldridge Stata datasets
241	SUM2DOCX: Stata module to report summary statistics to formatted table in DOCX file
242	TTABLE2: Stata module to produce Mean Comparison for many variables between two groups with formatted table output
243	STCOMPET: Stata module to generate cumulative incidence in presence of competing events
244	SPCS2XT: Stata module to Convert Cross Section to Panel Spatial Weight Matrix
245	REGSAVE: Stata module to save regression results to a Stata-formatted dataset
246	STPM2: Stata module to estimate flexible parametric survival models
247	INFLATE: Stata module to inflate variables to real dollars using the CPI-U series
248	PROJECT: Stata module providing a set of tools to build and manage a Stata project
249	VAM: Stata module to compute teacher value-added measures
250	PUNAF: Stata module to compute population attributable fractions for cohort studies
251	XTGRANGERT: Stata module for improved Granger non-causality testing in heterogeneous and homogeneous panel data
252	RANDCMD: Stata module to compute randomization inference p-values
253	SICFF: Stata module to create Fama French Industry Variable from SIC Code
254	SSPECIALREG: Stata module to estimate binary choice model with discrete endogenous regressor via special regressor method
255	HEATPLOT: Stata module to create heat plots and hexagon plots
256	Excel Sheet for Bertrand with Product Differentiation
257	HONESTDID: Stata module implementing the HonestDiD R package
258	DRM: Stata module to fit Sobel's Diagonal Reference Model (DRM)
259	HOI: Stata module to compute Human Opportunity Index
260	PLS: Stata module to calculate composite variables using the partial least squares path modeling (PLS) algorithm
261	B1X2: Stata module to account for changes when X2 is added to a base model with X1
262	KOBO2STATA: Stata module to create labelled Stata datasets from KoboToolbox
263	ICIO: Stata module for Economic Analysis with Inter-Country Input-Output tables
264	Statistical and Econometrics Software: TRAMO and SEATS
265	PERSONAGE: Stata module to calculate people's ages or similar daily date differences
266	IPFWEIGHT: Stata module to create adjustment weights for surveys
267	IOP: Stata module to to compute different measures of inequality of opportunity for dichotomous, ordered and continuous outcome variables
268	XTCD2: Stata module to test for weak cross sectional dependence
269	SF36V2: Stata module to score Short-Form 36 version 2
270	POVERTY: Stata module to calculate poverty measures
271	ARDL: Stata module to perform autoregressive distributed lag model estimation
272	LASSOPACK: Stata module for lasso, square-root lasso, elastic net, ridge, adaptive lasso estimation and cross-validation
273	HPFILTER: Stata module to compute one-sided Hodrick-Prescott filter
274	Code and data files for "Market Uncertainty and International Trade"
275	ARIMAAUTO: Stata module to find the best ARIMA model with the help of a Stata-adjusted Hyndman-Khandakar (2008) algorithm
276	FRAMEAPPEND: Stata module to append frames
277	STATPLOT: Stata module for plots of summary statistics, including by category
278	SYNCMRATES: Stata module to compute child mortality rates using synthetic cohort probabilities
279	SF12: Stata module to validate sf12 input and calculate sf12 version 2 t scores
280	ABSDID: Stata module to estimate treatment effect with Abadie semiparametric DID estimator
281	Matlab code for one-sided HP-filters
282	CROSSVALIDATE: Stata module to perform k-fold crossvalidation
283	OPARALLEL: Stata module providing post-estimation command for testing the parallel regression assumption
284	SSAGGREGATE: Stata module to create shock-level aggregates for shift-share IV
285	ASGEN: Stata module to generate weighted average mean using an existing variable as weight
286	MULTISTATE: Stata module to perform multi-state survival analysis
287	Excel Sheet for the LCPI Model of Consumption and Saving
288	Code and data files for "CEO Compensation: Facts"
289	ZSCORE06: Stata module to calculate anthropometric z-scores using the 2006 WHO child growth standards
290	XTITSA: Stata module for performing interrupted time-series analysis for panel data
291	C_ML_STATA_CV: Stata module to implement machine learning classification in Stata
292	INEQUAL7: Stata module to compute measures of inequality
293	KOUNTRY: Stata module to standardize country names across various datasets
294	STOCKCAPIT: Stata module to calculate physical capital stock by the perpetual-inventory method
295	KDENS: Stata module for univariate kernel density estimation
296	HTE: Stata module to perform heterogeneous treatment effect analysis
297	INTERACTPLOT: Stata module to generate plots for interaction terms of multiplicative regressions
298	RESETXT: Stata Module to Compute Panel Data REgression Specification Error Tests (RESET)
299	LEVINLIN: Stata module to perform Levin-Lin-Chu panel unit root test
300	SBMEFF: Stata module to estimate slack-based measure efficiency of decision-making units
301	SPGEN: Stata module to generate spatially lagged variables
302	Mathematica Notebooks by Hal Varian
303	ARTCAT: Stata module to calculate sample size or power for a two-group trial with ordered categorical outcome
304	ADECOMP: Stata module to estimate Shapley Decomposition by Components of a Welfare Measure
305	DFA: MATLAB function to compute the Hurst exponent using Detrended Fluctuation Analysis (DFA)
306	SAVESOME: Stata module to save subset of data
307	SEGREGATION: Stata module to compute segregation indices
308	IVHETTEST: Stata module to perform Pagan-Hall and related heteroskedasticity tests after IV
309	Matlab code for Closing Small Open Economy Models
310	AVAR: Stata module to perform asymptotic covariance estimation for iid and non-iid data robust to heteroskedasticity, autocorrelation, 1- and 2-way clustering, and common cross-panel autocorrelated disturbances
311	Code and data files for "Unequal We Stand: An Empirical Analysis of Economic Inequality in the United States: 1967-2006"
312	DISTINCT: Stata module to display distinct values of variables
313	XTCCE: Stata module to implement the Common Correlated Effects estimator
314	XTDOLSHM: Stata module to perform panel data cointegration
315	BDIFF: Stata module to compute Bootstrap and Permutation tests for difference in coefficients between two groups
316	CIPLOT: Stata module for plots of confidence intervals
317	PMSAMPSIZE: Stata module to calculate the minimum sample size required for developing a multivariable prediction model
318	ROBNOVA: Stata module to calculate two robust ANOVA statistics, Welch's and Brown-Forsythe's
319	DAG: Stata module to provide utilities for directed acyclic graphs
320	RMCORR: Stata module to compute a correlation for data with repeated measures
321	CLEMAO_IO: Stata module to perform unit root tests with one or two structural breaks
322	BGSHADE: Stata module to add background shading to twoway plots using either dummy variable(s) denoting shaded areas and/or precoded NBER recessions
323	DOSERESPONSE2: Stata module to estimate generalized propensity score
324	RANGEJOIN: Stata module to form pairwise combinations if a key variable is within range
325	PPMLHDFE: Stata module for Poisson pseudo-likelihood regression with multiple levels of fixed effects
326	TESTEX: Stata module for a statistical test of the exclusion restriction of an instrumental variable (IV)
327	SPPACK: Stata module for cross-section spatial-autoregressive models
328	SPLITVALLABELS: Stata module to split up value labels for multi-line graph labelling
329	IVREG2HDFE: Stata module to estimate an Instrumental Variable Linear Regression Model with two High Dimensional Fixed Effects
330	SPREGDPD: Stata module to estimate Spatial Panel Arellano-Bond Linear Dynamic Regression: Lag & Durbin Models
331	Manuel d'initiation à Stata (Version 8)
332	ADDPLOT: Stata module to add twoway plot objects to an existing twoway graph
333	TABLE1_MC: Stata module to create "table 1" of baseline characteristics for a manuscript
334	STRDIST: Stata module to calculate the Levenshtein distance, or edit distance, between strings
335	CLUSTERSAMPSIM: Stata module to simulate cluster-randomized trial sample size requirements
336	PRETRENDS: Stata module to produce power calculations for pre-trends tests
337	DRMETA: Stata module for dose-response meta-analysis
338	RDROBUST: Stata module to provide robust data-driven inference in the regression-discontinuity design
339	DYNARDL: Stata module to dynamically simulate autoregressive distributed lag (ARDL) models
340	RSZ: Stata module to draw a stratified simple random sample, a systematic sample, or a randomly split zones sample, with probabilities proportional to size
341	TABSTAT2EXCEL: Stata module to export summary statistics generated from a tabstat command to an Excel spreadsheet
342	TAB_CHI: Stata modules for tabulation of multiple variables in Stata 8.2 or better
343	SIM_ARMA: Stata module to simulate data for ARMA processes
344	MOPOS: Excel module implementing monetary policy simulation game
345	QUAIDSCE: Stata module to estimate censored almost-ideal demand systems
346	CONINDEX: Stata module to perform estimation of concentration indices
347	ICW_INDEX: Stata module to aggregate the variables included in the varlist into an index
348	CONCINDC: Stata module to calculate concentration index with both individual and grouped data
349	GEONEAR: Stata module to find nearest neighbors using geodetic distances
350	PALETTES: Stata module to provide color palettes, symbol palettes, and line pattern palettes
351	Mathematica and Matlab Programs for The Method of Endogenous Gridpoints for Solving Dynamic Stochastic Optimization Problems
352	SINGLEB: Stata module to compute Contingent Valuation using Single-Bounded Dichotomous Choice
353	FGTEST: Stata module to Compute Farrar-Glauber Multicollinearity Chi2, F, t Tests
354	EPFTOOLBOX: The first open-access PYTHON library for driving research in electricity price forecasting (EPF)
355	KERNREG2: Stata module to compute kernel regression (Nadaraya-Watson estimator)
356	LEEBOUNDS: Stata module for estimating Lee (2009) treatment effect bounds
357	CONCORD: Stata module for concordance correlation
358	Shiny meta-analysis of the social cost of carbon
359	LCAENTROPY: Stata module to calculate entropy for models with categorical latent variables
360	DRDECOMP: Stata module to estimate Shapley value of growth and distribution components of changes in poverty indicators
361	ORTH_OUT: Stata module to automate and export summary stats/orthogonality tables
362	MAHAPICK: Stata module to select matching observations based on a Mahalanobis distance measure
363	SUMSCALE: Stata module to generate summated scales
364	HOLTWINTERS: MATLAB function to compute forecasts of the Holt-Winters exponential smoothing model
365	VSELECT: Stata module to perform linear regression variable selection
366	RDMSE: Stata module to estimate the mean squared error of a local polynomial regression discontinuity or regression kink estimator
367	CUSUM9: Stata module to compute cusum, cusum^2 stability tests
368	SENCODE: Stata module to encode a string variable non-alphanumerically into a numeric variable
369	DEATON: Stata modules to analyze household surveys
370	XTBUNITROOT: Stata module to perform unit root tests for panel data with structural breaks
371	Code and data files for "Firm Entry and Exit during Recessions"
372	RIIGEN: Stata module to generate Variables to Compute the Relative Index of Inequality
373	TSLSTARMOD: Stata module to estimate a Logistic Smooth Transition Autoregressive Regression (LSTAR) Model for Time Series Data
374	GEO2XY: Stata module to convert latitude and longitude to xy using map projections
375	CDFPLOT: Stata module to plot a cumulative distribution function
376	GRSTEST: Stata module to implement the Gibbons et al. (1989) test in a single-factor or multi-factor setting
377	RCM: Stata module to implement regression control method / panel data approach to program evaluation
378	EXBSAMPLE: Stata module to compute exchangeably weighted (or Bayesian) bootstraps
379	LMFREG: Stata module to Compute OLS Linear vs Log-Linear Functional Form Tests
380	DASP: Stata modules for distributive analysis
381	BLANDALTMAN: Stata module to create Bland-Altman plots featuring differences or %differences or ratios, with options to add a variety of lines and intervals
382	SFCROSS: Stata module for cross-sectional stochastic frontier models estimation
383	CALIPMATCH: Stata module for caliper matching without replacement
384	ICE: Stata module for multiple imputation of missing values
385	RIF: Stata module to compute Recentered Influence Functions (RIF): RIF-Regression and RIF-Decomposition
386	GEMLLIB: Matlab code for specifying and solving DSGE models
387	GHANSEN: Stata module to perform Gregory-Hansen test for cointegration with regime shifts
388	GE_GRAVITY: Stata module to solve a simple general equilibrium one sector Armington-CES trade model
389	SOMERSD: Stata module to calculate Kendall's tau-a, Somers' D and median differences
390	JB6: Stata modules to perform Jarque-Bera test for normality
391	PLSSEM: Stata module to implement Partial least squares structural equation modelling (PLS-SEM)
392	RDDSGA: Stata module to conduct subgroup analysis for regression discontinuity designs
393	EBCT: Stata module to perform entropy reweighting to create balanced samples for continuous treatments
394	GRQREG: Stata module to graph the coefficients of a quantile regression
395	DFSUMMARY: Stata module to compute the (Augmented) Dickey-Fuller unit-root test and reports a summary table for different lags
396	Matlab Code for Solving Linear Rational Expectations Models
397	FGT_CI: Stata module to calculate and decompose Foster–Greer–Thorbecke (and standard) concentration indices
398	FMLOGIT: Stata module fitting a fractional multinomial logit model by quasi maximum likelihood
399	MVDCMP: Stata module to compute multivariate decomposition for nonlinear response models
400	PCPANEL: Stata module to perform power calculations for randomized experiments with panel data, allowing for arbitrary serial correlation
401	UNIQUE: Stata module to report number of unique values in variable(s)
402	INDEX: Stata Module to Estimate Price, Quantity, and Value Index Numbers
403	LOOCV: Stata module to perform Leave-One-Out Cross-Validation
404	NOPOMATCH: Stata module to implement Nopo's decomposition
405	PANELAUTO: Stata module to support tests for autocorrelation on panel data
406	Code and data files for "Credit Booms, Financial Crises, and Macroprudential Policy"
407	MATSORT: Stata module to sort a matrix by a given column
408	Excel files and MATLAB programs for endogenous growth models
409	VECAR: Stata module to estimate vector autoregressive (VAR) models
410	DIAGSAMPSI: Stata module for computing sample size for a single diagnostic test with a binary outcome
411	IHSTRANS: Stata module for generating inverse hyperbolic sine (IHS) transformed variables
412	COMPLEXITY: Stata module to compute complexity indexes from comparative advantage tables
413	RALLOC: Stata module to design randomized controlled trials
414	STATASTATES: Stata module to add US state identifiers to dataset
415	GFORMULA: Stata module to implement the g-computation formula for estimating causal effects in the presence of time-varying confounding or mediation
416	MULTICOEFPLOT: Stata module to produce advanced repeated cross-section graphical analysis
417	SEPSCATTER: Stata module to draw scatter (or other twoway) plots separated by a third variable
418	CUSUM6: Stata module to compute cusum, cusum^2 stability tests
419	TEXRESULTS: Stata module to create external file of LaTeX macros with results
420	Code and data files for "Demographic Change, Government Debt and Fiscal Sustainability in Japan: The Impact of Bond Purchase by the Bank of Japan"
421	SUTEX2: Stata module to produce LaTeX tables for summary statistics
422	MTEFE: Stata module to compute marginal treatment effects with factor variables
423	MRTAB: Stata module to compute one- and two-way tables of multiple responses
424	STAGGERED: Stata module implementing R staggered package based on Roth and Sant'Anna (2023)
425	OPENCAGEGEO: Stata module for forward and reverse geocoding using the OpenCage Geocoder API
426	PUNAFCC: Stata module to compute population attributable fractions for case-control and survival studies
427	WOOLDID: Stata module to estimate Difference-in-Differences Treatment Effects with Staggered Treatment Onset Using Heterogeneity-Robust Two-Way Fixed Effects Regressions
428	GRAPH3D: Stata module to draw colored, scalable, rotatable 3D plots
429	FRAMINGHAM: Stata module for calculating the Framingham 10-year Cardiovascular Disease Risk Prediction
430	QCM: Stata module to implement quantile control method (QCM) via Random Forest
431	USESPSS: Stata module to import SPSS (*.sav) data (Windows only)
432	AEXTLOGIT: Stata module to compute average elasticities for fixed effects logit
433	PSHARE: Stata module to compute and graph percentile shares
434	DTOBIT2: Stata module to estimate a tobit model with marginal effects at observed censoring rate
435	EREPLACE: Stata module to extend egen and egenmore to permit replacing
436	NETWORK: Stata module to perform network meta-analysis
437	LOMACKINLAY: Stata module to perform Lo-MacKinlay variance ratio test
438	SILHOUETTE: Stata module to calculate and graph silhouette width for cluster analysis
439	BETTERBAR: Stata module to produce bar graphs with optional standard error bars and cross-group comparisons
440	TFR2: Stata module to compute Age-specific fertility rates (ASFRs), total fertility rates (TFRs), fertility trends and rate ratios from birth histories
441	MEDSEM: Stata module to perform mediation analysis using structural equation modelling
442	PROGRES: Stata module to measure distributive effects of an income tax
443	XTREGCLUSTER: Stata module to estimate partially heterogeneous linear panel data with fixed effects
444	ACTEST: Stata module to perform Cumby-Huizinga general test for autocorrelation in time series
445	COCHRAN: Stata module to test for equality of proportions in matched samples (Cochran's Q)
446	LGRAPH: Stata module to draw line graphs with optional error bars
447	CMOGRAM: Stata module to plot histogram-style conditional mean or median graphs
448	ECONOMETRICS: MATLAB toolbox of econometrics functions
449	KAPPAETC: Stata module to evaluate interrater agreement
450	INEQ: Stata module to calculate measures of inequality
451	Code and data files for "Growth through learning"
452	METAPROP: Stata module to perform fixed and random effects meta-analysis of proportions
453	FIRTHFIT: Stata module to compute model fit for Firth's logit models
454	Code for "Macroeconomic Implications of Size-Dependent Policies"
455	PMVALSAMPSIZE: Stata module to calculate the minimum sample size required for external validation of a multivariable prediction model
456	XTFEIS: Stata module to estimate linear Fixed-Effects model with Individual-specific Slopes (FEIS)
457	MARGINSCONTPLOT2: Stata module to graph margins for continuous predictors
458	DUMMIESLAB: Stata module to convert categorical variable to dummy variables using label names
459	WINRATIOTEST: Stata module to calculate the unmatched Win Ratio for prioritised outcomes
460	USSWM: Stata module to provide US state and county spatial weight (contiguity) matrices
461	NROW: Stata module to rename variables as their nth-row values
462	Aiyagari model in Julia
463	ANKETEST: Stata module to perform diagnostic tests for spatial autocorrelation in the residuals of OLS, SAR, IV, and IV-SAR models
464	FILELIST: Stata module to recursively search directories for files
465	ULTIMATCH: Stata module to implement Nearest Neighbor, Radius, Coarsened Exact, Percentile Rank and Mahalanobis Distance Matching
466	A Toolkit for Analysing Nonlinear Dynamic Stochastic Models Easily
467	PelicanHPC
468	GOPROBIT: Stata module to estimate generalized ordered probit models
469	Excel Sheet for Cournot Oligopoly with Many Firms
470	Excel Sheet for "Consumption With No Financial Markets"
471	CORRTEX: Stata module to generate correlation tables formatted in LaTeX
472	XSMLE: Stata module for spatial panel data models estimation
473	DID2S: Stata module to estimate a TWFE model using the two-stage difference-in-differences approach
474	EEFANALYTICS: Stata module for Evaluating Educational Interventions using Randomised Controlled Trial Designs
475	BSPLINE: Stata modules to compute B-splines parameterized by their values at reference points
476	Code and data files for "Climate Policy, Financial Frictions, and Transition Risk"
477	GRIDSEARCH: Stata module to optimize tuning parameter levels with a grid search
478	Code and data files for "Revisiting Taxes on High Incomes"
479	REGWLS: Stata module to estimate Weighted Least Squares with factor variables
480	BINSCATTERHIST: Stata module to produce binned scatterplot with marginal histograms
481	IPSHIN: Stata module to perform Im-Pesaran-Shin panel unit root test
482	STD_BETA: Stata module to calculate centered and standardized coefficients after estimation
483	FILLMISSING: Stata module to fill missing values in numeric or string variables
484	HPLOGIT: Stata module to estimate Poisson-logit hurdle regression
485	MATPWCORR: Stata module to takes the output from pwcorr and creates the corresponding matrices
486	Finite-Difference Methods for Continuous-Time Dynamic Programming
487	FASTGINI: Stata module to calculate Gini coefficient with jackknife standard errors
488	CSVCONVERT: Stata module to append multiple csv files
489	_GWMEAN: Stata module to compute optionally weighted means
490	LFK: Stata module to compute LFK index and Doi plot for detection of publication bias in meta-analysis
491	SCHEME_TUFTE: Stata module to provide a Tufte-inspired graphics scheme
492	EBALFIT: Stata module to perform entropy balancing
493	SEQ: Stata module to generate sequences of integers
494	Excel Sheet for the Specific Factors Model
495	PSWEIGHT: Stata module to perform IPW- and CBPS-type propensity score reweighting, with various extensions
496	SAMPSI_SCCS: Stata module to calculate the sample size for self controlled case series study designs
497	GETSYMBOLS: Stata module to collect and integrate one or more series from Quandl.com, Google Finance, Yahoo Finance, and Alpha Vantage
498	RC_SPLINE: Stata module to generate restricted cubic splines
499	CRTREES: Stata module to compute Classification and Regression Trees algorithms

*有想法或想要探讨，都可以到社群交流讨论。

关于Stata: 1.Stata16新增功能有哪些? 满满干货拿走不谢，2.Stata资料全分享，快点收藏学习，3.Stata统计功能、数据作图、学习资源，4.Stata学习的书籍和材料大放送, 以火力全开的势头，5.史上最全Stata绘图技巧, 女生的最爱，6.把Stata结果输出到word, excel的干货方案，7.编程语言中的函数什么鬼？Stata所有函数在此集结，8.世界范围内使用最多的500个Stata程序，9.6张图掌握Stata软件的方方面面, 还有谁, 还有谁? 10.LR检验、Wald检验、LM检验什么鬼？怎么在Stata实现，11.Stata15版新功能，你竟然没有想到，一睹为快，12."高级计量经济学及Stata应用"和"Stata十八讲"配套数据，13.数据管理的Stata程序功夫秘籍，14.非线性面板模型中内生性解决方案以及Stata命令，15.把动态面板命令讲清楚了，对Stata的ado详尽解，16.半参数估计思想和Stata操作示例，17.Stata最有用的points都在这里,无可替代的材料，18.PSM倾向匹配Stata操作详细步骤和代码，干货十足，19.随机前沿分析和包络数据分析 SFA,DEA 及Stata操作，20.福利大放送, Stata编程技巧和使用Tips大集成，21.使用Stata进行随机前沿分析的经典操作指南，22.Stata, 不可能后悔的10篇文章, 编程code和注解，23.用Stata学习Econometrics的小tips, 第二发礼炮，24.用Stata学习Econometrics的小tips, 第一发礼炮，25.广义合成控制法gsynth, Stata运行程序release，26.多重中介效应的估计与检验, Stata MP15可下载，27.输出变量的描述性统计的方案，28.2SLS第一阶段输出, 截面或面板数据及统计值都行，29.盈余管理指标的构建及其Stata实现程序, 对应解读和经典文献，30.Python, Stata, R软件史上最全快捷键合辑！，31.用Stata做面板数据分析, 操作代码应有尽有，32.用Stata做面板数据分析, 操作代码应有尽有，33.没有这5个Stata命令, 我真的会活不下去！，34.第一(二)卷.Stata最新且有趣的程序系列汇编，35.第三卷.Stata最新且急需的程序系列汇编，36.第四卷.Stata最新且急需的程序系列汇编，37.干货: UN和WTO推荐的最全且权威的实证研究方法及在Stata实现！必收藏！，38.再中心化影响函数RIF回归和分解的Stata操作程序，39.R和Stata软件meta分析操作详细攻略, 对研究再开展研究的利器！，40.不能安装Stata命令咋弄？这个方法一直都比较靠谱！，41.使用Stata做结构方程模型GSEM的操作指南，42.疫情期计量课程免费开放！面板数据, 因果推断, 时间序列分析与Stata应用，43.一些Stata常见操作代码和注释, 能够让年轻学人更快掌握相关命令！44.Stata语言中的常用函数及其用法解释, 在附上42篇Stata相关学习资料，45.Stata经典操作笔记和学习资源合辑! 都是些博士生导师比较推荐的!

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