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Statistical Methods for Psychological Research

Курс от O.P. Jindal Global University
Начальный≈ 27.5 чАнглийский
О курсеНавыкиПрограммаПреподаватели

О курсе

Understand how the human mind processes information and how cognitive processes influence the way you think, learn, remember, communicate, and make decisions. This Cognitive Psychology course is designed for learners interested in psychology, neuroscience, education, human behavior, research, or related fields who want to develop a deeper understanding of the mind. Explore key concepts in cognitive psychology, including perception, attention, memory, language, reasoning, problem-solving, decision-making, and emotion. Discover how people interpret information, form memories, solve problems, and make judgments, while examining the cognitive biases and mental processes that influence everyday behavior. Learn how psychologists investigate cognition through scientific research and experimental methods. Apply cognitive theories to real-world situations and develop the ability to critically evaluate how cognitive processes affect learning, communication, behavior, and decision-making. The course also examines cognition in the digital age, including the effects of social media, multitasking, internet use, and artificial intelligence on attention, memory, and human thinking. Whether you are beginning your study of psychology or looking to strengthen your understanding of human cognition, this course will equip you with valuable analytical and critical-thinking skills that can be applied across education, research, psychology, business, technology, and other people-focused fields.

Навыки, которые вы освоите

Sampling (Statistics)PsychologyData Integration

Программа курса

12 модулей · 142 учебных материалов

01Welcome to Statistical Methods for Psychological Research18 материалов
Meet Your Faculty - Prof. Ankita VermaВидеоMeet Your Faculty - Prof. Ankita VermaЧтениеCourse OverviewЧтениеIntroduction to the CourseВидео

Учитесь у экспертов

Sarthak Paliwal

Преподаватель курса

Statistical Methods for Psychological Research
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Обучение на Coursera

≈ 27.5 ч

12 модулей

Язык: Английский

Субтитры: Дари, Пушту

Часть программы вашего университета
Honor CodeЧтение

Introduction to Statistics

Introduction to StatisticsВидеоNeed of Statistics in the Field of Psychology?ВидеоKey Terms: Population (Parameter) + Sample (Statistics)ВидеоVariables and Types of VariablesВидеоReadings for Module 1ЧтениеUngraded Discussion PromptОбсуждениеUngraded Discussion PromptОбсуждениеUngraded Discussion PromptОбсуждениеUngraded Discussion PromptОбсуждениеQuiz - 1ЗаданиеAssessment - 1Задание

Hands-On Practice

Making Sense of Data: Why Do Psychologists Use Statistics?DIALOGUEFrom Data to Insight: Supporting a Psychological Research StudyDIALOGUE
02Research Design14 материалов
Research DesignВидеоResearch Problem and HypothesisВидеоType of Data Collection (Quantitative and Qualitative)ВидеоSampling TechniquesВидеоScale for Measurement (Nominal, Ordinal, Ratio, Interval)ВидеоThe Experimental Method, Between Subject Design, Within Subject DesignВидеоQuasi Experimental DesignВидеоReadings for Module 2ЧтениеUngraded Discussion PromptОбсуждениеUngraded Discussion PromptОбсуждениеUngraded Discussion PromptОбсуждениеUngraded Discussion PromptОбсуждениеQuiz -2ЗаданиеAssessment - 2Задание
03Lecture 3: Normal Probability Curve11 материалов
Normal Probability Curve and Its Importance in the Field of PsychologyВидеоAssumptions of Normal Probability CurveВидеоSkewness and Kurtosis of DataВидеоCentral Limit TheoremВидеоReadings for Module 3ЧтениеUngraded Discussion PromptОбсуждениеUngraded Discussion PromptОбсуждениеUngraded Discussion PromptОбсуждениеUngraded Discussion PromptОбсуждениеQuiz - 3ЗаданиеAssessment - 3Задание
04Descriptive Statistics13 материалов
Introduction to Descriptive StatisticsВидеоMeasure of Central Tendency (Mean, Median, Mode)ВидеоRange, Quartiles and Inter-quartile RangeВидеоVariability (Variance and Standard Deviation) CalculationВидеоZ Score and Its Importance and CalculationВидеоReadings for Module 4ЧтениеUngraded Discussion PromptОбсуждениеUngraded Discussion PromptОбсуждениеUngraded Discussion PromptОбсуждениеUngraded Discussion PromptОбсуждениеUngraded Discussion PromptОбсуждениеQuiz - 4ЗаданиеAssessment - 4Задание
05Inferential Statistics12 материалов
Inferential Statistics: An OverviewВидеоOne -Tailed and Two – Tailed Test, Null and Alternate Hypothesis TestingВидеоConfidence IntervalВидеоEffect Size and Degree of FreedomВидеоReadings for Module 5ЧтениеUngraded Discussion PromptОбсуждениеUngraded Discussion PromptОбсуждениеUngraded Discussion PromptОбсуждениеUngraded Discussion PromptОбсуждениеUngraded Discussion PromptОбсуждениеQuiz - 5ЗаданиеAssessment - 5Задание
06Correlation Analysis11 материалов
Define Correlation and Its Role in Psychological ResearchВидеоTypes of CorrelationВидеоStrength and Direction of CorrelationВидеоDifference Between Pearson and Spearman CorrelationВидеоUnderstanding “Correlation = Causation” Fallacy in Research InterpretationВидеоReadings for Module 6ЧтениеUngraded Discussion PromptОбсуждениеUngraded Discussion PromptОбсуждениеUngraded Discussion PromptОбсуждениеQuiz - 6ЗаданиеAssessment - 6Задание
07Parametric and Non-parametric Statistics 10 материалов
Parametric Tests: An OverviewВидеоTypes of Parametric Test ВидеоNon-Parametric Test: An OverviewВидеоTypes of Non- Parametric TestВидеоReadings for Module 7ЧтениеUngraded Discussion PromptОбсуждениеUngraded Discussion PromptОбсуждениеUngraded Discussion PromptОбсуждениеQuiz - 7ЗаданиеAssessment - 7Задание
08t-Test 11 материалов
Conceptual Foundations of the t-TestВидеоAssumptions and Data RequirementsВидеоTypes of t-TestsВидеоStatistical InterpretationВидеоApplication, Ethics, and ReportingВидеоReadings for Module 8ЧтениеUngraded Discussion PromptОбсуждениеUngraded Discussion PromptОбсуждениеUngraded Discussion PromptОбсуждениеQuiz - 8ЗаданиеAssessment - 8Задание
09One Way ANOVA10 материалов
Introduction to ANOVAВидеоComparison of t and fВидеоAssumptions of one-way ANOVAВидеоRaw Scores Formulas and Summary Table and ReportingВидеоReadings for Module 9ЧтениеUngraded Discussion PromptОбсуждениеUngraded Discussion PromptОбсуждениеUngraded Discussion PromptОбсуждениеQuiz - 9ЗаданиеAssessment - 9Задание
10Repeated Measure and Two-Way ANOVA 11 материалов
Understanding the Logic of Repeated Measure ANOVA – With a Research ExampleВидеоAssumptions for Repeated Measure ANOVAВидеоUnderstanding the Logic of Two-Way ANOVA – With a Research ExampleВидеоAssumptions for Two-Way ANOVAВидеоUnderstanding of Analysis and Reporting Results in APA FormatВидеоReadings for Module 10ЧтениеUngraded Discussion PromptОбсуждениеUngraded Discussion PromptОбсуждениеUngraded Discussion PromptОбсуждениеQuiz - 10ЗаданиеAssessment - 10Задание
11Regression 10 материалов
Introduction to RegressionВидеоDifference Between Correlation and RegressionВидеоAssumptions of Linear Regression ВидеоNumerically Understanding Linear Regression Analysis and Reporting Results in APA FormatВидеоReadings for Module 11ЧтениеUngraded Discussion PromptОбсуждениеUngraded Discussion PromptОбсуждениеUngraded Discussion PromptОбсуждениеQuiz - 11ЗаданиеAssessment - 11Задание
12Non- Parametric Test11 материалов
Introduction and Assumption of Non-Parametric TestingВидеоCore Logic: Rankings, Medians, and Distribution-Free InferenceВидеоTest to Identify Data that is Suitable for Non-parametric TestВидеоMann Whitney and Chi Square Test Numerical and Interpretation ВидеоReadings for Module 12ЧтениеUngraded Discussion PromptОбсуждениеUngraded Discussion PromptОбсуждениеUngraded Discussion PromptОбсуждениеQuiz -12ЗаданиеAssessment - 12Задание

Course Wrap-Up

Course Wrap-UpЧтение