For each of the topics, please describe what they mean in simple terms providing examples and how to determine which one to use with examples. Practice equations would also be appreciated

Descriptive statistics

Univariate

Frequences and graphs

Measures of central tendency and dispersion

Z scores; normal curve

Bivariate

Measures of association

Regression and correlation

Multivariate

Multiple regression; partial correlation

Inferential statistics

Estimation

Hypothesis testing

Chi square test

One-sample t-test

Two sample t-test

One-way analysis of variance