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t-Tests of Hypotheses About Means · LearnSpace
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t-Tests of Hypotheses About Means

Курс от American Psychological Association
Начальный≈ 6.1 чАнглийский
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О курсе

This is primarily aimed at first- and second-year undergraduates interested in psychology, data analysis, and quantitative research methods along with high school students and professionals with similar interests. This course provides a comprehensive understanding of statistical methods for comparing means, focusing on the t-test. Students will learn to conduct and interpret one-sample, paired-samples, and independent-samples t-tests, using raw data and summary statistics. The course also covers calculation and interpretation of effect sizes, confidence intervals, and statistical power. Table of Contents: The t-Statistic The The Varieties of t-Tests and When To Use Them The One-Sample t-Test The Paired-Samples t-Test The Independent-Samples t-Test

Навыки, которые вы освоите

Statistical Hypothesis TestingStatistical AnalysisStatistical InferenceResearch DesignSample Size DeterminationQuantitative ResearchStatistical ReportingDescriptive StatisticsStatisticsData AnalysisRegression AnalysisPsychologyResearchProbability DistributionStatistical MethodsSampling (Statistics)Probability & Statistics

Программа курса

7 модулей · 94 учебных материалов

01Learn With PsycLearn Essentials7 материалов

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Welcome to PsycLearn EssentialsЧтениеSurvey: What Would You Like to See Next?ЧтениеHow to Earn CertificatesЧтение

Course Overview

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t-Tests of Hypotheses About Means
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≈ 6.1 ч

7 модулей

Язык: Английский

Субтитры: Арабский, Французский, Итальянский, Бразильский португальский, Корейский, Немецкий, Испанский, Японский, Венгерский

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Study Tips for Success in PsycLearn EssentialsЧтение

Additional Course Information

Additional InformationЧтениеRepresentation in ResearchЧтение
02PsycLearn Essentials APA Student Resources8 материалов

Resources from the American Psychological Association

Introduction to APA ResourcesЧтение

Learning Effectively

Student ResourcesЧтениеAPA Style®, Research, and WritingЧтениеStudents from Diverse Ethnic, Cultural, and Economic BackgroundsЧтениеPsychology Help CenterЧтениеPsychology CareersЧтениеCareers and Internships at APAЧтениеOther APA ResourcesЧтение
03The t-Statistic9 материалов

Student’s t

Student’s t-testВидеоt-DistributionsЧтениеThe t Family of DistributionsВидеоDifferences Between t and zЧтениеCheck your understanding: Student’s tЗадание

Which t-test?

Different Ways To Use the t-TestВидеоSelecting the Appropriate t-TestЧтениеCheck your understanding: Which t-Test?Задание

Module Quiz

Module Quiz: The t-StatisticЗадание
04One-Sample t-Test25 материалов

One-Sample t-Test: The Four Steps

Getting Started With the One-Sample t-TestЧтениеStep 1: HypothesesЧтениеCheck your understanding: Step 1: HypothesisЗаданиеStep 2: The CriterionЧтениеStandard Error of the Mean Calculation ExampleВидеоUsing the t-TableВидеоCheck your understanding: Step 2: The CriterionЗаданиеStep 3: Calculate the Test StatisticЧтениеCheck your understanding: Step 3: Calculate the Test StatisticЗаданиеStep 4: State a DecisionЧтениеCheck your understanding: Step 4: State a DecisionЗаданиеThe PsycLearn t-Tests Data SetВидеоOne-Sample t-Test in jamoviВидеоt-Test Reports in jamoviВидеоCheck your understanding: Using jamovi for One-Sample t-TestsЗадание

One-Sample t-test: Effect Size and CI

Effect Size for One-Sample t-TestsЧтениеCalculating Effect SizeВидеоConfidence Intervals for One-Sample t-TestsЧтениеCalculating a Confidence IntervalВидеоCheck your understanding: Effect Size and Confidence IntervalsЗадание

Power Calculations for t-Tests

Doing Power CalculationsЧтениеLoading the jamovi Power ModuleВидеоUsing the jamovi jpower ToolВидеоCheck your understanding: Power Calculations for t-TestsЗадание

Module Quiz

Module Quiz: One-Sample t-TestЗадание
05Paired-Samples t-Test17 материалов

Comparing Two Dependent Means

Getting Started With the Paired-Samples t-TestЧтениеStep 1: HypothesesЧтениеCheck your understanding: Step 1: HypothesesЗаданиеStep 2: The CriterionЧтениеStandard Error Calculation for Paired-Samples t-TestВидеоCheck your understanding: Step 2: The CriterionЗаданиеStep 3: Calculate the Test StatisticЧтениеCheck your understanding: Step 3: Calculate the Test StatisticЗаданиеStep 4: State a DecisionЧтениеCheck your understanding: Step 4: State a DecisionЗаданиеStep 5: Effect SizeЧтениеCheck your understanding: Step 5: Effect SizeЗаданиеStep 6: Confidence IntervalsЧтениеCheck your understanding: Step 6: Confidence IntervalsЗаданиеPaired-Samples t-Test in jamoviВидеоCheck your understanding: Using jamovi for a Paired-Samples t-TestЗадание

Module Quiz

Module Quiz: Paired-Samples t-TestЗадание
06Independent-Samples t-Test17 материалов

Comparing Two Independent Means

Getting Started With the Independent-Samples t-TestЧтениеStep 1: HypothesesЧтениеCheck your understanding: Step 1: HypothesesЗаданиеStep 2: The CriterionЧтениеStandard Error Calculation for Independent-Samples t-TestВидеоCheck your understanding: Step 2: The CriterionЗаданиеStep 3: Calculate the Test StatisticЧтениеCheck your understanding: Step 3: Calculate the Test StatisticЗаданиеStep 4: State a DecisionЧтениеCheck your understanding: Step 4: State a DecisionЗаданиеStep 5: Effect SizeЧтениеCheck your understanding: Step 5: Effect SizeЗаданиеStep 6: Confidence IntervalsЧтениеCheck your understanding: Step 6: Confidence Intervals]ЗаданиеIndependent-Samples t-Test in jamoviВидеоCheck your understanding: Using jamovi for an Independent-Samples t-TestЗадание

Module Quiz

Module Quiz: Independent-Samples t-TestЗадание
07Conclusion11 материалов

Course Summary

Reading: Key TermsЧтениеReferencesЧтение

Course Quiz

Course Quiz: t-Tests in PsychologyЗадание

PsycLearn Essentials APA Student Resources

Introduction to APA ResourcesЧтениеStudent ResourcesЧтениеAPA Style®, Research, and WritingЧтениеStudents from Diverse Ethnic, Cultural, and Economic BackgroundsЧтениеPsychology Help CenterЧтениеPsychology CareersЧтениеCareers and Internships at APAЧтениеOther APA ResourcesЧтение