Univariate Data

• Data Vectors (pdf)
• Numeric Summaries (pdf)

Bivariate Data

• Independent Samples (pdf)

Multivariate Data

Basics

Frequency Distributions

Central Tendency and Variability

• Expected Value (D.pdf)

Normal Curve

Correlation

Linear Regression

Random Sampling

• Random Sampling (pdf)

Binomial Distribution

• Binomial Distribution (pdf)

Hypothesis Test

• Hypothesis Testing (pdf)

Sampling Distribution and z-Test

• z Test (pdf)

t-Test for Single Samples

• t Test - I (pdf)

t-Test for Correlated and Independent Groups

• t Test - II (pdf)

Analysis of Variance

• ANOVA (pdf)

Chi-Square Test

• Chi-Square Test (pdf)

• Monte Carlo Algorithms (C.pdf)

go to [ Electrical_&_Computer_Engineering_Studies ]