AHA-BUCH

Interpreting and Using Statistics in Psychological Research
-22 %

Interpreting and Using Statistics in Psychological Research

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ISBN-13:
9781506304168
Einband:
Taschenbuch
Erscheinungsdatum:
29.09.2016
Seiten:
584
Autor:
Andrew N. Christopher
Gewicht:
850 g
Format:
231x189x22 mm
Sprache:
Englisch
Beschreibung:

Chapter 1: Why do I have to learn statistics? The value of statistical thinking in life Statistical Thinking and Everyday Life
Goals of Research
Statistical Thinking: Some Basic Concepts
Chapter 2: Basics of Quantitative Research: Variables, Scales of Measurement, and an
The Study: "Gender differences in aggression: The role of status and personality in competitive interactions"
Variables
Scales of Measurement: How We Measure Variables
The Basics of SPSS
Chapter 3: Describing Data with Frequency Distributions
The Study "Academic burnout over the course of a collegiate career: A cross-sectional analysis of first-year and senior students"
Frequency Distributions
Common Visual Displays of Data in Research
Using SPSS to Make Visual Displays of Data
Chapter 4: Making Sense of Data: Measures of Central Tendency and Variability
Measures of Central Tendency
Measures of Variability
Chapter 5: Determining "High" and "Low" Scores: The Normal Curve, z-Scores, and
Type of Distributions
Standardized Scores (z-Scores)
z-Scores, the Normal Distribution, and Percentile Ranks
z-Scores and SPSS
Chapter 6: Drawing Conclusions from Data: Descriptive Statistics, Inferential Statistics,
Basic of Null Hypothesis Testing
Gathering Data and Testing the Null Hypothesis
The z test
One-Sample t test
One-Sample t test and SPSS
Statistical Power and Hypothesis Testing
Chapter 7: Comparing Two Group Means: The Independent Samples t test
Conceptual Understanding of the Tool
Using Your New Statistical Tool
Chapter 8: Comparing Two Repeated Group Means: The Paired Samples t test
Conceptual Understanding of the Tool
Using Your New Statistical Tool
Chapter 9: Comparing Three or More Group Means: The One-Way Between-Subjects
Conceptual Understanding of the Tool
Using Your New Statistical Tool
Chapter 10: Comparing Three or More Repeated Group Means: The One-Way Repeated
Conceptual Understanding of the Tool
Using Your New Statistical Tool
Chapter 11: Analyzing Two or More Influences on Behavior: Factorial Designs for Two
Conceptual Understanding of the Tool
Using Your New Statistical Tool
Chapter 12: Determining Patterns in Data: Correlations
Conceptual Understanding of the Tool
Using Your New Statistical Tool
Chapter 13: Predicting the Future: Univariate and Multiple Regression
Univariate Regression
Multivariate Regression
Chapter 14: When We Have Exceptions to the Rules: Nonparametric Tests
Chi-Square (?2) Tests
Spearman Rank-Order Correlation Coefficient
Mann-Whitey U Test
Chapter 15: Bringing it All Together: Using Your Statistical Toolkit
Deciding on the Appropriate Tool: Six Examples
Using Your Toolkit to Identify Appropriate Statistical Tools
A practical introduction to statistical analysis by this award-winning teacher, helping students to make clear connections between statistics and the real world.