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Statistics in Psychological Research · LearnSpace
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Statistics in Psychological Research

Курс от American Psychological Association
Начальный≈ 11.8 чАнглийский
О курсеНавыкиПрограммаПреподаватели

О курсе

This is primarily aimed at first- and second-year undergraduates interested in psychology, statistics, data analysis, and research methods along with high school students and professionals with similar interests.

Навыки, которые вы освоите

Statistical InferenceStatistical Hypothesis TestingBayesian StatisticsGraphingDescriptive StatisticsProbability & StatisticsData AnalysisStatistical AnalysisSampling (Statistics)Descriptive AnalyticsStatistical VisualizationResearch DesignPsychologySample Size DeterminationStatistical MethodsStatisticsExploratory Data AnalysisQuantitative ResearchScience and ResearchData Literacy

Программа курса

8 модулей · 143 учебных материалов

01Learn With PsycLearn Essentials7 материалов

Start Your Course Here

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

Course Overview

What’s in Your CourseЧтение

Study Success in PsycLearn

Учитесь у экспертов

Mike Stadler, PhD

Senior Content Manager

Statistics in Psychological Research
В каталоге вашей программы

Инвестируйте в себя

Новые знания — в удобное для вас время.

Начать на Coursera

Обучение откроется на Coursera
в новой вкладке

Обучение на Coursera

≈ 11.8 ч

8 модулей

Язык: Английский

Субтитры: Дари, Пушту, Испанский

Часть программы вашего университета
Study Tips for Success in PsycLearn EssentialsЧтение

Additional Course Information

Additional InformationЧтениеRepresentation in ResearchЧтение
02Introduction to Statistics for Psychological Research2 материалов

Overview

WelcomeВидеоData Analysis for the Behavioral SciencesВидео
03Data Analysis Basics30 материалов

Variables and Measures

The Heart of StatisticsВидеоPractice With VariablesЧтениеMaking DistinctionsВидеоPractice Identifying Types of VariablesЗаданиеReview: Types of VariablesЧтениеCheck Your Understanding: Types of VariablesЗаданиеLevels of MeasurementВидеоThe Importance of Level of MeasurementЧтениеPractice With Levels of MeasurementЗаданиеReview: Levels of MeasurementЧтениеCheck Your Understanding: Levels of MeasurementЗаданиеRoles Variables PlayВидеоCheck Your Understanding: Roles Variables PlayЗадание

Describing Data

Summarizing DataВидеоDescribing Data With Univariate Frequency DistributionsВидеоFrequency PolygonsЧтениеDescribing Data With Univariate Descriptive StatisticsЧтениеMeasures of Central TendencyВидеоVariabilityВидео

Module Summary: Data Analysis Basics

Key Takeaways: Data Analysis BasicsЧтение

Mastering the Content: Data Analysis Basics

Mastering the Content: Data Analysis BasicsЗаданиеDOWNLOAD: Characteristics of VariablesЧтениеDOWNLOAD: CorrelationsЧтение
04Null Hypothesis Significance Testing29 материалов

Inferential Statistics

Foundations of Inferential StatisticsЧтениеProbabilityВидеоProbability Distributions in Inferential StatisticsЧтениеNormal DistributionsВидеоParametric TestsВидеоReview of Foundations of Inferential StatisticsЧтениеCheck Your Understanding: Inferential StatisticsЗадание

Null Hypothesis Significance Testing

The Basics of Null Hypothesis Significance TestingЧтениеJohn Arbuthnot’s Null HypothesisВидеоThe Logic of Null Hypothesis Significance TestingВидеоAn Illustration of NHST in ActionВидеоFurther Illustration of NHSTЧтениеThe Results of the Null Hypothesis Significance Testing ProcessВидео

The Variety of Null Hypothesis Significance Tests

Selecting the Appropriate Hypothesis TestЧтениеSelecting a Statistical TestВидеоTests for Differences Among Group MeansЧтениеInvestigating Relationships Between VariablesЧтениеNonparametric TestsЧтениеNonparametric AlternativesВидео

Module Summary: Null Hypothesis Significance Testing

Key Takeaways: Null Hypothesis Significance TestingЧтение

Mastering the Content: Null Hypothesis Significance Testing

Mastering the Content: Null Hypothesis Significance TestingЗаданиеDOWNLOAD: Normal DistributionsЧтениеDOWNLOAD: Type I and Type II ErrorsЧтение
05Beyond Null Hypothesis Significance Testing27 материалов

The “New Statistics”

What Are p Values?ВидеоEffect SizeВидео Confidence Intervals ВидеоFurther Consideration of Confidence IntervalsЧтениеMore Complete Reporting of ResultsВидеоReview of the New StatisticsЧтениеCheck Your Understanding: The New StatisticsЗадание

Statistical Power

Statistical PowerВидеоGraphing PowerЧтениеDetermining PowerЧтение Determining Statistical PowerВидеоDetermining Power, ContinuedЧтение Review of Statistical PowerЧтениеCheck Your Understanding: Statistical Power

Alternatives to Null Hypothesis Significance Testing

Objections to Null Hypothesis Significance Testing MethodsЧтениеAlternatives to Null Hypothesis Significance Testing MethodsЧтениеBayesian InferenceВидеоBayesian Hypothesis TestingЧтениеEstimation MethodsВидеоMeta-AnalysisВидео

Module Summary: Beyond Null Hypothesis Significance Testing

Key Takeaways: Beyond Null Hypothesis Significance TestingЧтение

Mastering the Content: Beyond Null Hypothesis Significance Testing

Mastering the Content: Beyond Null Hypothesis Significance TestingЗаданиеDOWNLOAD: Confidence IntervalsЧтениеDOWNLOAD: PowerЧтение
06Conclusion38 материалов

LO1: Categorizing Variables

Key TakeawaysЧтениеKey VocabularyЧтениеKnowledge Check-UpЗадание

LO2: Describe Data

Key TakeawaysЧтениеKey VocabularyЧтениеKnowledge Check-UpЗадание

LO3: Visualize Data

Key TakeawaysЧтениеKey VocabularyЧтениеKnowledge Check-UpЗадание

LO4: Correlation

Key TakeawaysЧтениеKey VisualsЧтениеKey VocabularyЧтениеKnowledge Check-UpЗадание

LO5: Inferential Statistics

Key TakeawaysЧтениеKey VisualsЧтениеKey VocabularyЧтениеKnowledge Check-UpЗадание

LO6: Null Hypothesis Logic

Key TakeawaysЧтениеKey VisualsЧтениеKey VocabularyЧтениеKnowledge Check-UpЗадание

LO7: Inferential Tests

Key TakeawaysЧтениеKey Visuals WIPЧтениеKey VocabularyЧтениеKnowledge Check-UpЗадание

LO8: Significance, Effect Size, and Confidence Intervals

Key TakeawaysЧтениеKey VocabularyЧтениеKnowledge Check-UpЗадание

LO9: Statistical Power

Key TakeawaysЧтениеKey VisualsЧтениеKey VocabularyЧтениеKnowledge Check-UpЗадание

LO10: Alternatives to NHST

Key TakeawaysЧтениеKey VisualsЧтениеKey VocabularyЧтениеKnowledge Check-UpЗадание

Course Glossary

Course GlossaryЧтение

Course References

ReferencesЧтение
07Course Assessment2 материалов

Mastering the Content

Course Quiz: Statistics for Psychological ResearchЗаданиеClosing RemarksВидео
08PsycLearn 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
Review of Describing Univariate DataЧтение
Check Your Understanding: Describing Univariate DataЗадание
Describing Data With Bivariate GraphsВидео
Describing Data With Bivariate Descriptive Statistics: CorrelationЧтение
Correlation and CausationВидео
Review of Describing Bivariate DataЧтение
Check Your Understanding: Describing Bivariate DataЗадание
Type I and Type II ErrorsЧтение
Review of Null Hypothesis Significance TestingЧтение
Check Your Understanding: Null Hypothesis Significance TestingЗадание
Tests of Relationships in Frequency of OccurrenceЧтение
Review of the Variety of Null Hypothesis Significance TestsЧтение
Check Your Understanding: The Variety of Null Hypothesis Significance TestsЗадание
Задание
ModelingВидео
Review of Alternatives to Null Hypothesis Significance TestingЧтение
Check Your Understanding: Alternatives to Null Hypothesis Significance TestingЗадание