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The course of Psychological Statistics is a core specialized course for undergraduate psychology students, mainly covering statistical theory, statistical methods, and data analysis techniques, particularly focusing on how these knowledge can be applied in psychological research. The course includes descriptive statistics, inferential statistics, probability theory, hypothesis testing, correlation analysis, regression analysis, analysis of variance, as well as factor analysis, cluster analysis, and an introduction to multivariate statistics. In addition, this course requires students to master JASP for psychological statistical analysis. | The course of Psychological Statistics is a core specialized course for undergraduate psychology students, mainly covering statistical theory, statistical methods, and data analysis techniques, particularly focusing on how these knowledge can be applied in psychological research. The course includes descriptive statistics, inferential statistics, probability theory, hypothesis testing, correlation analysis, regression analysis, analysis of variance, as well as factor analysis, cluster analysis, and an introduction to multivariate statistics. In addition, this course requires students to master JASP for psychological statistical analysis. | ||
- | The importance of learning psychological statistics lies in | + | The importance of learning psychological statistics lies in: 1) Scientific research: Psychology is an empirical science that relies on data to understand human thought and behavior. Statistics is a tool used to analyze these data, which can help researchers to draw credible conclusions. |
- | - Scientific research: Psychology is an empirical science that relies on data to understand human thought and behavior. Statistics is a tool used to analyze these data, which can help researchers to draw credible conclusions. | + | |
- | - Data interpretation: | + | |
- | - Critical thinking: Learning psychological statistics can help us develop critical thinking skills, enabling us to evaluate the strengths and weaknesses of a research design more accurately, as well as the credibility of research results. | + | |
- | - Professional development: | + | |
While Dr. Yan taught the course " | While Dr. Yan taught the course " | ||
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**The following is a psychological statistics wiki, please click on the corresponding link to learn:** | **The following is a psychological statistics wiki, please click on the corresponding link to learn:** | ||
- | - [[basic-concepts-english|Basic concepts of statistics and measurement]] | + | - [[BasicConcepts|Basic concepts of statistics and measurement]] |
- | - [[frequency-distribution-english|Frequency distribution]] | + | - [[FrequencyDistribution|Frequency distribution]] |
- | - [[central-tendency-english|Concentration quantity and difference quantity]] | + | - [[CentralTendency|Concentration quantity and difference quantity]] |
- | - [[z-value-english|Z-value, probability, | + | - [[Z|Z-value, probability, |
- | - [[sample-mean-english|Preliminary distribution of sample mean and hypothesis testing]] | + | - [[SampleMean|Preliminary distribution of sample mean and hypothesis testing]] |
- | - [[t-test-english|Hypothesis test preliminary (II) and T-test]] | + | - [[ttest|Hypothesis test preliminary (II) and T-test]] |
- | - [[independent-sample-t-test-english|Independent sample T-test and correlated sample T-test]] | + | - [[In_dependentT|Independent sample T-test and correlated sample T-test]] |
- | - [[estimation-english|Estimation of overall parameters]] | + | - [[Estimation|Estimation of overall parameters]] |
- | - [[anova-english|One-way ANOVA]] | + | - [[ANOVA|One-way ANOVA]] |
- | - [[repeated-measures-anova-english|Repeated measurements ANOVA]] | + | - [[RepeatedMeasuresANOVA|Repeated measurements ANOVA]] |
- | - [[two-way-anova-english|Two-way ANOVA]] | + | - [[2WayANOVA|Two-way ANOVA]] |
- | - [[correlation-english|Correlation]] | + | - [[Correlation|Correlation]] |
- | - [[regression-english|Regression]] | + | - [[Regression|Regression]] |
- | - [[chi-squared-test-english|Chi-squared test]] | + | - [[ChiSquare|ChiSquare]] |
- | - [[nonparametric-tests-english|Nonparametric tests]] | + | - [[NonparametricTests|Nonparametric tests]] |
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english.1710137436.txt.gz · 最后更改: 2024/03/11 06:10 由 limesty