An Introduction to Stata for Health Researchers, Fourth Edition (4th New edition)
By: Svend Juul (author), Morten Frydenberg (author)Paperback
Only 2 in stock
An Introduction to Stata for Health Researchers, Fourth Edition methodically covers data management, simple description and analysis, and more advanced analyses often used in health research, including regression models, survival analysis, and evaluation of diagnostic methods. A chapter on graphics explores most graph types and describes how to modify the appearance of a graph before submitting it for publication.
The authors emphasize the importance of good documentation habits to prevent errors and wasted time. Demonstrating the use of strategies and tools for documentation, they provide robust examples and offer the datasets for download online.
Updated to correspond to Stata 13, this fourth edition is written for both Windows and Mac users. It provides improved online documentation, including further reading in online manuals.
Svend Juul is a former associate professor, now a part-time lecturer, in epidemiology, at the School of Public Health, Aarhus University. Juul has extensive experience in teaching epidemiology to medical students and others and in teaching Stata and other computer programs to PhD students in the health sciences. Morten Frydenberg is an associate professor of biostatistics at the School of Public Health, Aarhus University. He has a PhD in theoretical statistics and more than 20 years of experience as a biostatistical consultant in health sciences. Frydenberg has taught numerous courses in applied biostatistics at both graduate and postgraduate levels.
The BasicsGetting StartedInstalling and updating StataStarting and exiting StataCustomizing Stata (Windows)Windows in StataIssuing commandsManaging outputReusing commands Getting Help-and MoreThe manualsOnline helpOther resourcesErrors and error messages Stata File Types and Names Command SyntaxGeneral syntax rulesSyntax diagramsLists of variables and numbersQualifiersWeightsOptionsPrefixesOther syntax elementsVersion control Data ManagementVariablesTypes of variablesNumeric formatsMissing valuesStorage types and precisionDate and time variablesString variablesMemory considerations Getting Data in and out of StataOpening and saving Stata dataEntering dataReading ASCII dataExchanging data with other programs Documentation CommandsLabelsWorking with labels: an example CalculationsGenerate and replaceOperators and functions in calculationsExtended functions: egenRecoding variablesChecking correctness of calculations Numbering observations Commands Affecting Data StructureSafeguarding your dataSelecting observations and variablesRenaming and reordering variablesSorting dataCombining filesReshaping data Taking Good Care of Your Data The audit trail Collecting and entering data Data management Analysis Protect your data Archiving the project Analysis Description and Simple AnalysisOverview of a datasetListing observationsSimple tables for categorical variablesAnalyzing continuous variablesEstimating confidence intervalsImmediate commands Regression AnalysisLinear regressionRegression postestimation Categorical predictors-factor variables Interactions in regression modelsLogistic regressionOther regression modelsNonindependent observations Time-to-Event Data Setting the time scale and event: The stset commandThe Kaplan-Meier survival function Tabulating rates Cox proportional hazards regression Preparing data for advanced survival analyses Advanced survival modelingPoisson regressionStandardization Measurement and DiagnosisComparing two measurements Reproducibility of measurementsUsing tests for diagnosis MiscellaneousRandom samples, simulationsPower and sample-size analysis Commands that influence program flow Decimal periods and commas Logging output permanentlyOther analyses GraphsGraphsAnatomy of a graphAnatomy of graph commandsGraph sizeSchemesGraph options: axesGraph options: text elementsPlot options: markers, lines, etc.Graph examplesBy-graphs and combined graphsUsing dialogs to generate commands Saving, displaying, and printing graphs Advanced Topics Advanced TopicsUsing saved resultsMacros and scalars Some useful commands ProgramsDebugging programs AppendicesA: Stata Manuals B: Exercises C: Shortcuts and Keystrokes References Indices
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- ID: 9781597181358
4th New edition
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