About this class
- Statistics for Psychology
Comments (0)
Learning Material
Title
Volume
Introduction to Statistics
5.89 MB
<p>Introduction to Statistics: An overview of the role of statistics in psychology, basic statistical terminology, and the importance of data analysis in psychological research.</p>
Descriptive Statistics
5.89 MB
<p>Descriptive Statistics: Covering measures of central tendency (mean, median, mode), measures of variability (range, variance, standard deviation), and graphical representations of data (histograms, bar charts, scatterplots).</p>
Probability and Sampling
5.89 MB
<p>Probability and Sampling: An introduction to probability theory, random sampling techniques, and the concept of probability distributions, including the normal distribution.</p>
Hypothesis Testing
5.89 MB
<p>Hypothesis Testing: Exploring the fundamental concepts of hypothesis testing, including null and alternative hypotheses, p-values, and Type I and Type II errors.</p>
Parametric Tests
5.89 MB
<p>Parametric Tests: Focusing on t-tests for comparing means of two groups, including independent samples t-test and paired samples t-test.</p>
Analysis of Variance (ANOVA)
5.89 MB
<p>Analysis of Variance (ANOVA): An introduction to one-way and two-way ANOVA, including post hoc tests, to compare means across multiple groups.</p>
Correlation and Regression
5.89 MB
<p>Correlation and Regression: Discussing the relationship between variables, calculating correlation coefficients (e.g., Pearson's r), and introducing simple linear regression analysis.</p>
Nonparametric Tests
5.89 MB
<p>Nonparametric Tests: Exploring nonparametric statistical tests, such as the Wilcoxon signed-rank test and the Mann-Whitney U test, for situations where assumptions of parametric tests are not met.</p>
0
0 Reviews
.JPG)