Nguồn ngoài
Statistical Applications in Psychological Sciences with Multimedia
- Tác giả
- Chanler Hilley
- Nhà xuất bản
- Kennesaw State University
- Nguồn
- LibreTexts
- Ngôn ngữ
- EN
- Danh mục
- Khoa học cơ bản
Mục lục· 70 mục
- 01: Introduction
- 1.01: What are statistics and why do we study them
- 1.02: Types of Data and How to Collect Them
- 1.03: Collecting Data
- 1.04: Types of Research Designs
- 1.05: Types of Statistical Analyses
- 1.06: Mathematical Notation
- 02: Describing Data using Distributions and Graphs
- 2.01: Graphing Qualitative Variables
- 2.02: Graphing Quantitative Variables
- 03: Measures of Central Tendency and Spread
- 3.01: What is Central Tendency
- 3.02: Measures of Central Tendency
- 3.03: Spread and Variability
- 04: z-Scores and the Standard Normal Distribution
- 4.01: Normal Distributions
- 4.02: Z-scores
- 4.03: Z-scores and the Area under the Curve
- 05: Probability
- 5.01: Probability
- 5.02: Probability in Graphs and the Bigger Picture
- 06: Sampling Distributions
- 6.01: People Samples and Populations
- 6.02: Two Important Axioms
- 07: Introduction to Hypothesis Testing
- 7.01: The Logic and Purpose of Hypothesis Testing
- 7.02: The Null and Alternative Hypotheses
- 7.03: Critical Values p-Values and Significance Level
- 7.04: Steps of the Hypothesis Testing Process
- 7.05: Considerations in Hypothesis Testing
- 08: Introduction to t-Tests
- 8.01: Hypothesis Testing with t-Tests
- 8.02: Confidence Intervals
- 09: Related Samples t-Tests
- 9.01: Changes and Differences
- 9.02: Hypotheses about Changes and Differences
- 9.03: Related Samples t-Statistic
- 9.04: Example Related Samples t-Tests
- 10: Independent Samples t-Tests
- 10.01: Hypotheses about Group Mean Differences
- 10.02: Independent Samples t-Statistic
- 10.03: Movies and Mood Example
- 10.04: Homogeneity of Variance
- 11: One-Way Analysis of Variance
- 11.01: Sources of Variability
- 11.02: Hypothesis Testing with Analysis of Variance
- 11.03: ANOVA Post-Hoc Tests
- 12: Factorial and Repeated Measures ANOVA
- 12.01: Beyond One-Way ANOVA
- 12.02: Factorial Designs
- 12.03: Interpreting Main and Interaction Effects
- 12.04: Repeated-Measures ANOVA
- 12.05: Variables and Hypotheses in Repeated-Measures ANOVA
- 13: Correlation
- 13.01: Associations Among Variables
- 13.02: Pearson's r
- 13.03: Correlation Considerations
- 14: Linear Regression
- 14.01: Fit and Prediction
- 14.02: Hypothesis Testing in Regression
- 14.03: Multiple Regression and Other Extensions
- 15: Chi-square
- 15.01: Chi-Square Goodness of Fit Test
- 15.02: Chi-Square Test of Independence
- 16: Appendices- Statistical Tables
- 16.01: Standard Normal Distribution Table (z table)
- 16.02: t Distribution Table (t Table)
- 16.03: Critical Values for F (F table)
- 16.04: Critical Values for Pearson's r
- 16.05: Critical Values of Chi-Square (Chi-Square Table)