Statistical software for data science

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class="regular">New spline functions</p> </a> </li>  <li> <a href="/new-in-stata/aic-corrected-consistent/"> <p class="regular">Corrected and consistent AICs</p> </a> </li>  <li> <a href="/new-in-stata/fractional-probit-model-instrumental-variable/"> <p class="regular">IV fractional probit model</p> </a> </li>  <li> <a href="/new-in-stata/instrumental-variable-quantile-regression/"> <p class="regular">IV quantile regression</p> </a> </li>  <li> <a href="/new-in-stata/new-graph-style/"> <p class="regular">All-new graph style</p> </a> </li>  <li> <a href="/new-in-stata/graph-colors-by-variable/"> <p class="regular">Graph colors by variable</p> </a> </li>  <li> <a href="/new-in-stata/alias-variables-across-frames/"> <p class="regular">Alias variables across frames</p> </a> </li>  <li> <a href="/new-in-stata/frameset/"> <p class="regular">Frame sets</p> </a> </li>  <li> <a href="/new-in-stata/regular-expression-functions-boost/"> <p class="regular">Boost-based regular expressions</p> </a> 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href="/new-in-stata/group-sequential-designs/"> <p class="regular">Group sequential designs</p> </a> </li>  <li> <a href="/new-in-stata/robust-inference-for-linear-models/"> <p class="regular">Robust inference for linear models</p> </a> </li>  <li> <a href="/new-in-stata/wild-cluster-bootstrap-inference/"> <p class="regular">Wild cluster bootstrap</p> </a> </li>  <li> <a href="/new-in-stata/flexible-demand-system-estimation/"> <p class="regular">Flexible demand systems</p> </a> </li>  <li> <a href="/new-in-stata/tvc-with-interval-censored-cox/"> <p class="regular">TVCs with interval-censored Cox model</p> </a> </li>  <li> <a href="/new-in-stata/lasso-cox-proportional-hazards-models/"> <p class="regular">Lasso for Cox model</p> </a> </li>  <li> <a href="/new-in-stata/gof-plots-for-survival-models/"> <p class="regular">GOF plots for survival models</p> </a> </li>  <li> <a href="/new-in-stata/relative-excess-risk-interaction/"> <p class="regular">RERI</p> </a> </li>  <li> <a href="/new-in-stata/spline-function-generation/"> <p class="regular">New spline functions</p> </a> </li>  <li> <a href="/new-in-stata/aic-corrected-consistent/"> <p class="regular">Corrected and consistent AICs</p> </a> </li>  <li> <a href="/new-in-stata/fractional-probit-model-instrumental-variable/"> <p class="regular">IV fractional probit model</p> </a> </li>  <li> <a href="/new-in-stata/instrumental-variable-quantile-regression/"> <p class="regular">IV quantile regression</p> </a> </li>  <li> <a href="/new-in-stata/heterogeneous-difference-in-difference/"> <p class="regular">Heterogeneous DID</p> </a> </li>  <li> <a href="/new-in-stata/multilevel-meta-analysis/"> <p class="regular">Multilevel meta-analysis</p> </a> </li>  <li> <a href="/new-in-stata/meta-analysis-prevalence-proportions/"> <p class="regular">Meta-analysis for prevalence</p> </a> </li>  <li> <a href="/new-in-stata/local-projections-impulse-response-functions/"> <p class="regular">Local projections for IRFs</p> </a> </li>  <li> <a href="/new-in-stata/arima-arfima-model-selection/"> <p class="regular">Model selection for ARIMA and ARFIMA</p> </a> </li>  <li> <a href="/new-in-stata/alias-variables-across-frames/"> <p class="regular">Alias variables across frames</p> </a> </li>  <li> <a href="/new-in-stata/frameset/"> <p class="regular">Frame sets</p> </a> </li>  <li> <a href="/new-in-stata/regular-expression-functions-boost/"> <p class="regular">Boost-based regular expressions</p> </a> </li>  <li> <a href="/new-in-stata/vectorized-numerical-integration/"> <p class="regular">Vectorized numerical integration</p> </a> </li>  <li> <a href="/new-in-stata/data-editor/"> <p class="regular">Data Editor enhancements</p> </a> </li>  <li> <a href="/new-in-stata/do-file-editor/"> <p class="regular">Do-file Editor enhancements</p> </a> </li>  <li> <a href="/new-in-stata/new-reporting-features/"> <p class="regular">New reporting features</p> </a> </li>  <li> <a href="/new-in-stata/graph-colors-by-variable/"> <p class="regular">Graph colors by variable</p> </a> </li>  <li> <a href="/new-in-stata/new-graph-style/"> <p class="regular">All-new graph style</p> </a> </li>  <li> <a href="/new-in-stata/#morecard"> <p class="regular">More</p> </a> </li> </ul> <ul class="one_col">  <li> <a href="/new-in-stata/bayesian-model-averaging-for-linear-regression/"> <p class="regular">Bayesian model averaging (BMA)</p> </a> </li>  <li> <a href="/new-in-stata/causal-mediation-analysis/"> <p class="regular">Causal mediation analysis</p> </a> </li>  <li> <a href="/new-in-stata/create-export-descriptive-statistic-tables/"> <p class="regular">Tables of descriptive statistics</p> </a> </li>  <li> <a href="/new-in-stata/heterogeneous-difference-in-difference/"> <p class="regular">Heterogeneous DID</p> </a> </li>  <li> <a href="/new-in-stata/group-sequential-designs/"> <p class="regular">Group sequential designs</p> </a> </li>  <li> <a href="/new-in-stata/multilevel-meta-analysis/"> <p class="regular">Multilevel meta-analysis</p> </a> </li>  <li> <a href="/new-in-stata/meta-analysis-prevalence-proportions/"> <p class="regular">Meta-analysis for prevalence</p> </a> </li>  <li> <a href="/new-in-stata/robust-inference-for-linear-models/"> <p class="regular">Robust inference for linear models</p> </a> </li>  <li> <a href="/new-in-stata/wild-cluster-bootstrap-inference/"> <p class="regular">Wild cluster bootstrap</p> </a> </li>  <li> <a href="/new-in-stata/local-projections-impulse-response-functions/"> <p class="regular">Local projections for IRFs</p> </a> </li>  <li> <a href="/new-in-stata/arima-arfima-model-selection/"> <p class="regular">Model selection for ARIMA and ARFIMA</p> </a> </li>  <li> <a href="/new-in-stata/flexible-demand-system-estimation/"> <p class="regular">Flexible demand systems</p> </a> </li>  <li> <a href="/new-in-stata/tvc-with-interval-censored-cox/"> <p class="regular">TVCs with interval-censored Cox model</p> </a> </li>  <li> <a href="/new-in-stata/lasso-cox-proportional-hazards-models/"> <p class="regular">Lasso for Cox model</p> </a> </li>  <li> <a href="/new-in-stata/gof-plots-for-survival-models/"> <p class="regular">GOF plots for survival models</p> </a> </li>  <li> <a href="/new-in-stata/relative-excess-risk-interaction/"> <p class="regular">RERI</p> </a> </li>  <li> <a href="/new-in-stata/instrumental-variable-quantile-regression/"> <p class="regular">IV quantile regression</p> </a> </li>  <li> <a href="/new-in-stata/fractional-probit-model-instrumental-variable/"> <p class="regular">IV fractional probit model</p> </a> </li>  <li> <a href="/new-in-stata/aic-corrected-consistent/"> <p class="regular">Corrected and consistent AICs</p> </a> </li>  <li> <a href="/new-in-stata/spline-function-generation/"> <p class="regular">New spline functions</p> </a> </li>  <li> <a href="/new-in-stata/alias-variables-across-frames/"> <p class="regular">Alias variables across frames</p> </a> </li>  <li> <a href="/new-in-stata/frameset/"> <p class="regular">Frame sets</p> </a> </li>  <li> <a href="/new-in-stata/regular-expression-functions-boost/"> <p class="regular">Boost-based regular expressions</p> </a> </li>  <li> <a href="/new-in-stata/vectorized-numerical-integration/"> <p class="regular">Vectorized numerical integration</p> </a> </li>  <li> <a href="/new-in-stata/new-reporting-features/"> <p class="regular">New reporting features</p> </a> </li>  <li> <a href="/new-in-stata/do-file-editor/"> <p class="regular">Do-file Editor enhancements</p> </a> </li>  <li> <a href="/new-in-stata/data-editor/"> <p class="regular">Data Editor enhancements</p> </a> </li>  <li> <a href="/new-in-stata/graph-colors-by-variable/"> <p class="regular">Graph colors by variable</p> </a> </li>  <li> <a href="/new-in-stata/new-graph-style/"> <p class="regular">All-new graph style</p> </a> </li>  <li> <a href="/new-in-stata/#morecard"> <p class="regular">More</p> </a> </li> </ul> <h3 class="statanow">Additional <a href="/statanow/">StataNow™</a> features</h3> <ul class="three_col"> <li> <a href="/statanow/machine-learning-h2o-ensemble-decision-trees/"> <p class="regular">Machine learning via H2O:<br />Ensemble decision trees <a href='/statanow/' style='color: red; font-size: .7em; font-weight: normal; vertical-align: text-top;'>Latest</a></p> </a> </li> <li> <a href="/statanow/high-dimensional-fixed-effects/"> <p class="regular">High-dimensional fixed effects (HDFE)</p> </a> </li> <li> <a href="/statanow/bayesian-variable-selection-linear-regression/"> <p class="regular">Bayesian variable selection for linear model</p> </a> </li> <li> <a href="/statanow/marginal-interval-censored-cox-model/"> <p class="regular">Interval-censored multiple-event Cox model </p> </a> </li> <li> <a href="/statanow/bayesian-quantile-regression/"> <p class="regular">Bayesian quantile regression</p> </a> </li> <li> <a href="/statanow/panel-data-vector-autoregressive-model/"> <p class="regular">Panel-data VAR model</p> </a> </li> <li> <a href="/statanow/correlated-random-effects-model/"> <p class="regular">Correlated random-effects (CRE) model</p> </a> </li> <li> <a href="/statanow/control-function-linear-probit-models/"> <p class="regular">Control-function linear and probit models </p> </a> </li> <li> <a href="/statanow/instrumental-variables-svar-models/"> <p class="regular">SVAR models via instrumental variables</p> </a> </li> <li> <a href="/statanow/instrumental-variables-local-projection-irfs/"> <p class="regular">IV local-projection IRFs</p> </a> </li> <li> <a href="/statanow/bayesian-asymmetric-laplace-model/"> <p class="regular">Bayesian asymmetric Laplace model</p> </a> </li> <li> <a href="/statanow/inference-robust-to-weak-instruments/"> <p class="regular">Inference robust to weak instruments</p> </a> </li> <li> <a href="/statanow/meta-analysis-correlations/"> <p class="regular">Meta-analysis for correlations</p> </a> </li> <li> <a href="/statanow/mundlak-specification-test/"> <p class="regular">Mundlak specification test</p> </a> </li> <li> <a href="/new-in-stata/features/#do-file"> <p class="regular">Do-file Editor: Autocompletion, templates, and more </p> </a> </li> <li> <a href="/new-in-stata/features/#graphics"> <p class="regular">Colors by variable for more graphs</p> </a> </li> <li> <a href="/new-in-stata/features/#statanow"> <p class="regular">More</p> </a> </li> </ul> <ul class="two_col"> <li> <a href="/statanow/machine-learning-h2o-ensemble-decision-trees/"> <p class="regular">Machine learning via H2O:<br />Ensemble decision trees <a href='/statanow/' style='color: red; font-size: .7em; font-weight: normal; vertical-align: text-top;'>Latest</a></p> </a> </li> <li> <a href="/statanow/high-dimensional-fixed-effects/"> <p class="regular">High-dimensional fixed effects (HDFE)</p> </a> </li> <li> <a href="/statanow/bayesian-variable-selection-linear-regression/"> <p class="regular">Bayesian variable selection for linear model</p> </a> </li> <li> <a href="/statanow/marginal-interval-censored-cox-model/"> <p class="regular">Interval-censored multiple-event Cox model </p> </li> <li> <a href="/statanow/meta-analysis-correlations/"> <p class="regular">Meta-analysis for correlations</p> </a> </li> <li> <a href="/statanow/bayesian-quantile-regression/"> <p class="regular">Bayesian quantile regression</p> </a> </li> <li> <a href="/statanow/panel-data-vector-autoregressive-model/"> <p class="regular">Panel-data VAR model</p> </a> </li> <li> <a href="/statanow/inference-robust-to-weak-instruments/"> <p class="regular">Inference robust to weak instruments</p> </a> </li> <li> <a href="/statanow/mundlak-specification-test/"> <p class="regular">Mundlak specification test</p> </a> </li> <li> <a href="/statanow/correlated-random-effects-model/"> <p class="regular">Correlated random-effects (CRE) model</p> </a> </li> <li> <a href="/statanow/control-function-linear-probit-models/"> <p 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