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120 Quick Stata Tips · LearnSpace
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courseraАнализ данных

120 Quick Stata Tips

Курс от Packt
Начальный≈ 6 чАнглийский
О курсеНавыкиПрограммаПреподаватели

О курсе

Updated in May 2025. This course now features Coursera Coach! A smarter way to learn with interactive, real-time conversations that help you test your knowledge, challenge assumptions, and deepen your understanding as you progress through the course. This course is a powerhouse of 120 quick tips designed to make your use of Stata more efficient and impactful. Covering five main areas, the course starts with essential data management techniques, from creating code books and handling variables to comparing datasets. You'll learn how to streamline your work with techniques for verifying data, creating publication-quality tables, and exporting regression results. Each lesson is focused on practical skills that you can apply immediately to optimize your data analysis. The course then transitions to statistical and programming strategies that help you handle complex models, visualize results, and avoid common pitfalls. Whether it's reducing collinearity in polynomial variables or bootstrapping regressions, the tutorials emphasize problem-solving and real-world application. Advanced techniques such as hiding unwanted output or using loops over non-integer values are included to automate and accelerate your workflows. Finally, the course covers graphing and visualization, teaching you how to recover data from graphs, apply custom color schemes, and display correlation matrices as graphical tables. By the end of the course, you’ll have a thorough understanding of how to use Stata to its full potential, whether you're handling massive datasets or creating polished reports for publication. This course is aimed at intermediate to advanced Stata users who are looking to enhance their data analysis and visualization skills. A basic understanding of Stata is recommended. Ideal for data analysts, researchers, statisticians, and anyone working with large datasets in a professional environment.

Навыки, которые вы освоите

StataSTATA (Software)Statistical VisualizationStatistical MethodsData ManipulationData VisualizationData AnalysisData IntegrityPlot (Graphics)Statistical ProgrammingScriptingData Visualization SoftwareData ManagementGraphingDebugging

Программа курса

6 модулей · 130 учебных материалов

01Introduction to the Course2 материалов

Introduction to the Course

IntroductionВидеоFull Course ResourceЧтение
02Data Management36 материалов

Data Management

How to Create a Code BookВидео

Учитесь у экспертов

Packt - Course Instructors

Преподаватель курса

120 Quick Stata Tips
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Обучение откроется на Coursera
в новой вкладке

Обучение на Coursera

≈ 6 ч

6 модулей

Язык: Английский

Субтитры: Венгерский, Казахский

Часть программы вашего университета
How to Create a Label BookВидео
How to List Only Variable NamesВидео
How to Describe Unopened DataВидео
How to Search in VariablesВидео
How to Drop/Keep Variables SequentiallyВидео
How to Check a Digital Data SignatureВидео
How to Verify DataВидео
How to Compare Two DatasetsВидео
How to Compare VariablesВидео
How to Use Tabulate to Generate Dummy VariablesВидео
How to Avoid Many Logical OR OperatorsВидео
How to Number LabelsВидео
How to Use Labels in ExpressionsВидео
How to Attach One Value Label to Many VariablesВидео
How to Store Single ValuesВидео
How to Use Stata's Hand-CalculatorВидео
How to Use Text with Stata's Hand-CalculatorВидео
How to Select Column of Data in a Do-FileВидео
How to Rectangularize DataВидео
How to Check Whether Variables Uniquely Identify ObservationsВидео
How to Drop Duplicate ObservationsВидео
How to Draw a SampleВидео
How to Transpose a DatasetВидео
How to Quickly Expand and Interact Many VariablesВидео
How to Create Publication Quality Tables in WordВидео
How to Create Publication Quality Tables in ExcelВидео
How to Export Regression ResultsВидео
How to Create and Use Long StringsВидео
How to Use EmojisВидео
How to Quickly Create New GroupsВидео
How to Delete Files from within StataВидео
How to Display File Directory ContentВидео
How to Clone a VariableВидео
How to Re-Order VariablesВидео
Creating and Using Codebooks in Data AnalysisDIALOGUE
03Statistics24 материалов

Statistics

How to Create Many One-Way Tables QuicklyВидеоHow to Create Many Two-Way Tables QuicklyВидеоHow to Sort and Plot One-Way TablesВидеоHow to Expand Data Instead of Using WeightsВидеоHow to Contract Data to Frequencies and PercentagesВидеоHow to Compute Immediate Statistics without Loading DataВидеоHow to Compute ElasticitiesВидеоHow to Set the Default Confidence LevelВидеоHow to Show Base Levels of Factor VariablesВидеоHow to Estimate a Constrained Linear RegressionВидеоHow to Bootstrap Any RegressionВидеоHow to Interpolate Missing ValuesВидеоHow to Compute Row StatisticsВидеоHow to Compute Standardized Coefficients after Linear RegressionВидеоHow to Compute Faster Marginal EffectsВидеоHow to Reduce Collinearity in Polynomial VariablesВидеоHow to Use Contrasting MarginsВидеоHow to Use Pairwise Comparison with MarginsВидеоHow to Define the Constant in a RegressionВидеоHow to Visualize Complex Polynomial ModelsВидеоHow to Identify Outliers from a RegressionВидеоHow to Predict Within and Outside a Regression SampleВидеоUsing Constrained and Bootstrap RegressionsDIALOGUEAssessment 1Задание
04Programming32 материалов

Programming

How to Hide Unwanted OutputВидеоHow to Force Show Wanted OutputВидеоHow to Hide a GraphВидеоHow to Suppress Error MessagesВидеоHow to Force Do-Files to Run to the EndВидеоHow to Execute Programs Outside StataВидеоHow to Check Memory UsageВидеоHow to Reduce Files SizesВидеоTimestamp commandsВидеоHow to Set a StopwatchВидеоHow to Pause StataВидеоHow to Debug Error MessagesВидеоHow to Pause for Large OutputВидеоHow to Add Custom Ado FoldersВидеоHow to Create a Custom User ProfileВидеоHow to Add Comments to Do-FilesВидеоHow to Loop Over Non-Integer ValuesВидеоHow to Monitor a LoopВидеоHow to Show More in the Results WindowВидеоHow to Display Coefficient LegendsВидеоHow to Squish a TableВидеоHow to Use and Modify the Function KeysВидеоHow to View Source CodeВидеоHow to Create Custom CorrelationsВидеоHow to Insert Current Time and Date into Log FilesВидеоHow to Save Interactive CommandsВидеоHow to Create Custom Number ListsВидеоHow to Change Between Lower and Upper Cases Variable Names and DataВидеоHow to Change Between Lower-Case and Upper-Case Text in Do-FilesВидеоHow to Use Explicit SubscriptВидеоHow to Launch the Interactive Dialog BoxВидеоUsing Stata's Debugging and Quietly CommandDIALOGUE
05Graphing32 материалов

Graphing

How to Recover Data from a GraphВидеоHow to Generate a Combined Graph with One LegendВидеоHow to Display RGB Colors in GraphsВидеоHow to Make Colors OpaqueВидеоWhy Are SVG Graphs Useful?ВидеоHow to Apply Log Scaling to a GraphВидеоHow to Reverse and Switch Off AxesВидеоHow to Have Multiple Axes on a GraphВидеоHow to Display ASCII Characters in GraphsВидеоHow to Graph the Variance-Covariance MatrixВидеоHow to Quickly Plot Estimated ResultsВидеоHow to Randomly Displace MarkersВидеоHow to Download Word Frequencies from a WebpageВидеоHow to Create a Range PlotВидеоHow to Create a Violon PlotВидеоHow to Show the Stata Color PaletteВидеоHow to Create Custom TitlesВидеоHow to Customize the Look of GraphsВидеоHow to Show a Correlation Matrix as a Graphical TableВидеоHow to Plot a Histogram with a BoxplotВидеоHow to Draw Histograms with Custom BinsВидеоHow to Graph a One / Two / Three-Way TableВидеоHow to Recover Graph CodeВидеоHow to Do Polar SmoothingВидеоHow to Visualize Ladders of PowerВидеоHow to Combine Combined GraphsВидеоHow to Separate ScatterВидеоHow to Range a GraphВидеоHow to Use Foreground/Background in plottingВидеоHow to use Plot StyleВидеоHow to Show Multiple AxesВидеоManipulating and Analyzing Graph DataDIALOGUE
06The Stata Cheat Sheet4 материалов

The Stata Cheat Sheet

The Stata Cheat SheetВидеоAssessment 2ЗаданиеFull Course Practice AssessmentЗаданиеFull course AssessmentЗадание