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Summary Statistics in Public Health · LearnSpace
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Summary Statistics in Public Health

Курс от Johns Hopkins University
Начальный≈ 15 чАнглийский
О курсеНавыкиПрограммаПреподаватели

О курсе

Biostatistics is the application of statistical reasoning to the life sciences, and it is the key to unlocking the data gathered by researchers and the evidence presented in the scientific literature. In this course, we'll focus on the use of statistical measurement methods within the world of public health research. Along the way, you'll be introduced to a variety of methods and measures, and you'll practice interpreting data and performing calculations on real data from published studies. Topics include summary measures, visual displays, continuous data, sample size, the normal distribution, binary data, the element of time, and the Kaplan-Meir curve.

Навыки, которые вы освоите

Statistical MethodsProbability DistributionDescriptive StatisticsPublic HealthStatisticsProbability & StatisticsRisk AnalysisSampling (Statistics)Data LiteracyBox PlotsHistogramStatistical VisualizationMedical Science and ResearchQuantitative ResearchEpidemiologyBiostatisticsAnalysisStatistical InferenceSample Size Determination

Программа курса

6 модулей · 44 учебных материалов

01The Role of Statistics in Public Health Research7 материалов

The Role of Statistics in Public Health Research

WelcomeВидеоIntroduction and OverviewВидеоSamples Versus PopulationВидеоConsiderations with Regard to Study DesignВидеоData Types and Summarization

Учитесь у экспертов

John McGready, PhD, MS

Associate Scientist, Biostatistics

Summary Statistics in Public Health
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≈ 15 ч

6 модулей

Язык: Английский

Субтитры: Арабский, Французский, Бенгальский, Украинский, Китайский (Китай), Греческий, Итальянский, Бразильский португальский, Вьетнамский, Нидерландский, Корейский, Немецкий, Пушту, Урду, Русский, Тайский, Индонезийский, Шведский, Турецкий, Азербайджанский, Испанский, Дари, Хинди, Японский, Казахский, Венгерский, Польский

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Видео
Additional ExamplesВидео

Formative Assessment

Practice Quiz: The Role of Statistics in Public Health ResearchЗадание
02Continuous Data Measures9 материалов

Continuous Data Measures

IntroductionВидеоUseful Summary StatisticsВидеоVisual DisplaysВидеоThe Role of Sample Size on Sample Based EstimatesВидеоComparing Distributions of Continuous DataВидеоAdditional ExamplesВидео

Formative Assessment

Practice: Continuous Data MeasuresЗадание

Summative Assessment

Continuous Data MeasuresЗаданиеSummative Quiz SolutionsЧтение
03The Normal Distribution7 материалов

The Normal Distribution

IntroductionВидеоThe Standard Normal Distribution DefinedВидеоApplying the Principles of the Normal Distribution to Sample Data to Estimate Characteristics of Population DataВидеоWhat Happens When We Apply the Properties of the Normal Distribution to Data Not Approximately Normal: A WarningВидеоAdditional ExamplesВидео

Formative Assessment

Practice: The Normal DistributionЗадание

Summative Assessment

The Normal DistributionЗадание
04Binary Data9 материалов

Binary Data

IntroductionВидеоBinary Data: Definition and Summarization (Binomial Distribution, P-Hat, SD)ВидеоComparing Distributions of Binary Data: Risk Difference and Relative RiskВидеоComparing Distributions of Binary Data: Odds RatiosВидеоA Brief Note About Ratios (Will Also Be Revisited Later in the Course)ВидеоAdditional ExamplesВидео

Formative Assessment

Practice: Binary DataЗадание

Summative Assessment

Binary DataЗаданиеSummative Quiz SolutionsЧтение
05Dealing with the Element of Time9 материалов

Dealing with the Element of Time

IntroductionВидеоTime to Event Data: Definition (Censoring) and Numerical Summary Measures (Incidence Rates)ВидеоNumerically Comparing Groups on Time to Event OutcomesВидеоSummarizing Time-to-Event Data, GraphicallyВидеоGraphically Comparing Groups on Time to Event OutcomesВидеоAdditional ExamplesВидео

Formative Assessment

Practice: Dealing with the Element of TimeЗадание

Summative Assessment

Dealing with Elements of TimeЗаданиеSummative Quiz SolutionsЧтение
06Course Project3 материалов

Biostatistical Consulting Project (1 attempt per day allowed)

Biostatistical Consulting ProjectЧтениеCourse Project QuizЗаданиеCourse Project Quiz SolutionsЧтение