SJ 20-1
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H. Joseph Newton, Nicholas J. Cox, 2020, Announcement of the Stata Journal Editors’ Prize 2020, Stata Journal, 20(1): 1–2. -PDF-, -PDF2- -
Matthias Schonlau, Rosie Yuyan Zou, 2020, The random forest algorithm for statistical learning, Stata Journal, 20(1): 3–29. -PDF-, -PDF2- -
John Luke Gallup, 2020, Added-variable plots for panel-data estimation, Stata Journal, 20(1): 30–50. -PDF-, -PDF2- -
Fernando Rios-Avila, 2020, Recentered influence functions (RIFs) in Stata: RIF regression and RIF decomposition, Stata Journal, 20(1): 51–94. -PDF-, -PDF2- -
Sergio Correia, Paulo Guimarães, Tom Z Zylkin, 2020, Fast Poisson estimation with high-dimensional fixed effects, Stata Journal, 20(1): 95–115. -PDF-, -PDF2- -
J. R. Lockwood, Daniel F. McCaffrey, 2020, Recommendations about estimating errors-in-variables regression in Stata, Stata Journal, 20(1): 116–130. -PDF-, -PDF2- -
Jonathan Cook, Vikram Ramadas, 2020, When to consult precision-recall curves, Stata Journal, 20(1): 131–148. -PDF-, -PDF2- -
Koen Jochmans, Vincenzo Verardi, 2020, A portmanteau test for serial correlation in a linear panel model, Stata Journal, 20(1): 149–161. -PDF-, -PDF2- -
Ariel Linden, Maya B. Mathur, Tyler J. VanderWeele, 2020, Conducting sensitivity analysis for unmeasured confounding in observational studies using E-values: The evalue package, Stata Journal, 20(1): 162–175. -PDF-, -PDF2- -
Achim Ahrens, Christian B. Hansen, Mark E. Schaffer, 2020, lassopack: Model selection and prediction with regularized regression in Stata, Stata Journal, 20(1): 176–235. -PDF-, -PDF2- -
Nicholas J. Cox, 2020, Speaking Stata: Concatenating values over observations, Stata Journal, 20(1): 236–243. -PDF-, -PDF2- -
Maarten L. Buis, 2020, Stata tip 135: Leaps and bounds, Stata Journal, 20(1): 244–249. -PDF-, -PDF2- -
——, 2020, Software Updates, Stata Journal, 20(1): 250–251. -PDF-, -PDF2-
SJ 20-2
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Gregori Baetschmann, Alexander Ballantyne, Kevin E. Staub, Rainer Winkelmann, 2020, feologit: A new command for fitting fixed-effects ordered logit models, Stata Joural, 20(2): 253-275. -PDF-, -PDF2- -
Javier Alejo, Antonio F. Galvao, Gabriel Montes-Rojas, 2020, A practical generalized propensity-score estimator for quantile continuous treatment effects, Stata Joural, 20(2): 276-296. -PDF-, -PDF2- -
Xavier D’Haultfœuille, Arnaud Maurel, Xiaoyun Qiu, Yichong Zhang, 2020, Estimating selection models without an instrument with Stata, Stata Joural, 20(2): 297-308. -PDF-, -PDF2- -
Marshall A. Taylor, 2020, Visualization strategies for regression estimates with randomization inference, Stata Joural, 20(2): 309–335. -PDF-, -PDF2- -
E. F. Haghish, 2020, Software documentation with markdoc 5.0, Stata Joural, 20(2): 336-362. -PDF-, -PDF2- -
John A. Gallis, Fan Li, Elizabeth L. Turner, 2020, xtgeebcv: A command for bias-corrected sandwich variance estimation for GEE analyses of cluster randomized trials, Stata Joural, 20(2): 363-381. -PDF-, -PDF2- -
Young Jun Lee, Daniel Wilhelm, 2020, Testing for the presence of measurement error in Stata, Stata Joural, 20(2): 382-404. -PDF-, -PDF2- -
Hong Il Yoo, 2020, lclogit2: An enhanced command to fit latent class conditional logit models, Stata Joural, 20(2): 405–425. -PDF-, -PDF2- -
Muhammad Asali, 2020, vgets: A command to estimate general-to-specific VARs, Granger causality, steady-state effects, and cumulative impulse–responses, Stata Joural, 20(2): 426–434. -PDF-, -PDF2- -
Zizhong Yan, Wiji Arulampalam, Valentina Corradi, Daniel Gutknecht, 2020, heap: A command for fitting discrete outcome variable models in the presence of heaping at known points, Stata Joural, 20(2): 435–467. -PDF-, -PDF2- -
Koen Jochmans, Vincenzo Verardi, 2020, Fitting exponential regression models with two-way fixed effects, Stata Joural, 20(2): 468–480. -PDF-, -PDF2- -
Nicholas J. Cox, 2020, Speaking Stata: More ways for rowwise, Stata Joural, 20(2): 481–488. -PDF-, -PDF2- -
Andrew Musau, 2020, Stata tip 136: Between-group comparisons in a scatterplot with weighted markers, Stata Joural, 20(2): 489–492. -PDF-, -PDF2- -
Demetris Christodoulou, 2020, Stata tip 137: Interpreting constraints on slopes of rank-deficient design matrices, Stata Joural, 20(2): 493–498. -PDF-, -PDF2- -
Nicholas J. Cox, 2020, Stata tip 138: Local macros have local scope, Stata Joural, 20(2): 499–503. -PDF-, -PDF2- -
——, 2020, Software Updates, Stata Joural, 20(2): 504–504. -PDF-, -PDF2-
SJ 20-3
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Stephen P. Jenkins, 2020, Comparing distributions of ordinal data, 20(3): 505–531. -PDF1-, -PDF2- -
Eduardo Fé, 2020, sfcount: Command for count-data stochastic frontiers and underreported and overreported counts, 20(3): 532–547. -PDF1-, -PDF2- -
David J. Miller, 2020, emagnification: A tool for estimating effect-size magnification and performing design calculations in epidemiological studies, 20(3): 548–564. -PDF1-, -PDF2- -
Christopher F. Baum, 2020, Local Whittle estimation of the long-memory parameter, 20(3): 565–583. -PDF1-, -PDF2- -
Yoo Sun Jung, 2020, A command to estimate and interpret models of dynamic compositional dependent variables: New features for dynsimpie, 20(3): 584–603. -PDF1-, -PDF2- -
Carlos M. Urzúa, 2020, A simple test for power-law behavior, 20(3): 604–612. -PDF1-, -PDF2- -
Christian Dippel, 2020, Causal mediation analysis in instrumental-variables regressions, 20(3): 613–626. -PDF1-, -PDF2- -
Takuya Hasebe, 2020, Endogenous switching regression model and treatment effects of count-data outcome, 20(3): 627–646. -PDF1-, -PDF2- -
Fernando Rios-Avila, 2020, Smooth varying-coefficient models in Stata, 20(3): 647–679. -PDF1-, -PDF2- -
Evangelos Kontopantelis, 2020, Pairwise meta-analysis of aggregate data using metaan in Stata, 20(3): 680–705. -PDF1-, -PDF2- -
Jia Li, 2020, Uniform nonparametric inference for time series using Stata, 20(3): 706–720. -PDF1-, -PDF2- -
Jerônimo Oliveira Muniz, 2020, Multistate life tables using Stata, 20(3): 721–745. -PDF1-, -PDF2- -
Nicholas J. Cox, 2020, Speaking Stata: Is a variable constant?, 20(3): 746–756. -PDF1-, -PDF2- -
——, 2020, Software Updates, 20(3): 757–758. -PDF1-, -PDF2- -
——, 2020, Announcements, 20(3): 759–760. -PDF1-, -PDF2-
SJ 20-4
- H. Joseph Newton, Nicholas J. Cox, 2020, The Stata Journal Editors’ Prize 2020: Daniel Klein, Stata Journal, 20(4): 759–762. -PDF-
- M. J. Crowther, 2020, merlin––A unified modeling framework for data analysis and methods development in Stata, Stata Journal, 20(4): 763–784 . -PDF-
- Belotti F, Peracchi F , 2020, Fast leave-one-out methods for inference, model selection, and diagnostic checking, Stata Journal, 20(4): 785-804. -PDF-
- Xue Y, Li C., 2020, Extracting Chinese geographic data from Baidu Map API. Stata Journal,20(4):805-811. -PDF-
- Clarke D, Romano JP, 2020, Wolf M. The Romano–Wolf multiple-hypothesis correction in Stata. Stata Journal, 20(4):812-843.-PDF–
- Cerulli G, 2020, Nonparametric synthetic control using the npsynth command. Stata Journal,20(4):844-865. -PDF-
- Cattaneo MD, Titiunik R, Vazquez-Bare G,2020, Analysis of regression-discontinuity designs with multiple cutoffs or multiple scores. Stata Journal,20(4):866-891. -PDF-
- Bjärkefur K, de Andrade LC, Daniels B., 2020, iefieldkit: Commands for primary data collection and cleaning. Stata Journal, 20(4):892-915. -PDF-
- Philips AQ.,2020, An easy way to create duration variables in binary cross-sectional time-series data. Stata Journal,20(4):916-930. -PDF-
- Haghish EF.,2020, Developing, maintaining, and hosting Stata statistical software on GitHub. Stata Journal. ,20(4):931-951. -PDF-
- Schwab B, Janzen S, Magnan NP, Thompson WM.,2020, Constructing a summary index using the standardized inverse-covariance weighted average of indicators. Stata Journal,20(4):952-964. -PDF-
- Magazzini L, Bruno RL, Stampini M.,2020, Using information from singletons in fixed-effects estimation: xtfesing. Stata Journal,20(4):965-975. -PDF-
- Du K, Zhang Y, Zhou Q. ,2020,Fitting partially linear functional-coefficient panel-data models with Stata. Stata Journal, 20(4):976-998. -PDF-
- Nicholas J. Cox, 2020,Speaking Stata: Loops, again and again. Stata Journal, 20(4): 999–1015. -PDF-
- ——, 2020,Software Updates. The Stata Journal, 20(4):1028-1030. -PDF-