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the stata blog not elsewhere classified home about teach statistical concepts with stata 30 june 2026 meghan cain assistant director educational services development tweet my first statistics course primarily consisted of plugging numbers into formulas i did not leave that course with any real idea of how statistics differed from basic algebra the next course i took is what put it all together and i ve loved statistics ever since in that course we examined the relationships between a population and its samples i learned that using just a small amount of data statistics enables us to make inferences about the entire population now that is cool read more categories statistics tags confidence intervals frames p values sampling distributions simulations teaching a new update to statanow has just been released 3 june 2026 kristin macdonald executive director statistical services tweet we just released more new features in statanow when you update your copy of statanow you will have access to the following read more categories new products stata products tags finance financial statistics pdf essential tools for data quality checks 13 may 2026 gabriela ortiz senior applied econometrician and hua peng executive director of software engineering and data science tweet before we fit statistical models with our datasets we typically go through a few checks to confirm that our data are accurate and complete regardless of whether you have obtained data from an organization or built the dataset yourself it is worthwhile to check for data entry errors below we will show you four essential stata commands for performing quality checks on your data duplicates isid assert and misstable read more categories data management tags certifying data cleaning data data validation missing values a new update to statanow has just been released 28 january 2026 kristin macdonald executive director statistical services tweet an update to statanow is now available you can update your copy of statanow to access the latest features including the following read more categories new products stata products tags did meta analysis ordered logit word a new update to statanow has just been released 13 november 2025 kristin macdonald executive director statistical services tweet we just released another update to statanow make sure your copy of statanow is up to date so that you have the latest features including the following read more categories new products stata products tags machine learning mediation parquet python heterogeneous treatment effect estimation with s t and x learners using h2oml 22 october 2025 aramayis dallakyan senior statistician and software developer and houssein assaad associate director statistics tweet motivation in an era of large scale experimentation and rich observational data the one size fits all paradigm is giving way to individualized decision making whether targeting messages to voters assigning medical treatments to patients or recommending products to consumers practitioners increasingly seek to tailor interventions based on individual characteristics this shift hinges on understanding how treatment effects vary across individuals not just whether interventions work on average but for whom they work best read more categories statistics tags cate causal inference h2o machine learning metalearner stata commands to run chatgpt claude gemini and grok 7 october 2025 chuck huber director of statistical outreach tweet i wrote a blog post in 2023 titled a stata command to run chatgpt and it remains popular unfortunately openai has changed the api code and the chatgpt command in that post no longer runs in this post i will show you how to update the api code and how to write similar stata commands that use claude gemini and grok like this read more categories programming tags ado artificial intelligence chatgpt programming pystata python stata a new update to statanow has just been released 13 august 2025 kristin macdonald executive director statistical services tweet a new update to statanow has just been released with new statistical features and interface improvements there is something for everyone we are excited to share the new features with you read more categories new products stata products tags frames interface late robust standard errors looking ahead to the 2025 stata conference a celebration of data discovery and 40 years of stata 28 july 2025 ashley schnell director product marketing tweet excitement is building for the 2025 stata conference where researchers analysts and data scientists from around the world will come together to share ideas showcase their work and explore the frontiers of statistical analysis using stata set to take place in nashville tn on 31 july 1 august this year s conference will once again highlight the creativity and rigor that define the stata user community from clever programming tips to pioneering research the event promises a wide range of presentations that reflect the diversity of disciplines and applications where stata is making an impact read more categories meetings tags conference meetings nashville users users group prediction intervals with gradient boosting machine 20 may 2025 aramayis dallakyan senior statistician and software developer tweet introduction machine learning methods such as ensemble decision trees are widely used to predict outcomes based on data however these methods often focus on providing point predictions which limits their ability to quantify prediction uncertainty in many applications such as healthcare and finance the goal is not only to predict accurately but also to assess the reliability of those predictions prediction intervals which provide lower and upper bounds such that the true response lies within them with high probability are a reliable tool for quantifying prediction accuracy an ideal prediction interval should meet several criteria it should offer valid coverage defined below without relying on strong distributional assumptions be informative by being as narrow as possible for each observation and be adaptive provide wider intervals for observations that are difficult to predict and narrower intervals for easy ones read more categories statistics tags conformal intervals gbm machine learning prediction intervals quantile regression older entries rss twitter facebook subscribe to the stata blog receive email notifications of new blog posts name email address please leave this field empty recent articles teach statistical concepts with stata a new update to statanow has just been released essential tools for data quality checks a new update to statanow has just been released a new update to statanow has just been released archives 2026 june 2026 may 2026 january 2026 2025 november 2025 october 2025 august 2025 july 2025 may 2025 april 2025 2024 april 2024 march 2024 2023 september 2023 august 2023 july 2023 june 2023 april 2023 february 2023 2022 october 2022 august 2022 may 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