Statistical Methods II

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Coursework for Statistical Methods II at Swarthmore College.


Problem Set 1

Instruction

Distribution assessment, hypothesis testing, and bootstrapping.

Problem Set 2

Instruction

Analysis of variance.

Problem Set 3

Instruction

Multiple linear regression and model assumptions.

Problem Set 4

Instruction

Multiple linear regression and outlier analysis.

Problem Set 5

Instruction

Principal component analysis, significance, and multiple linear regression with interaction terms.

Problem Set 6

Instruction

Non-parametric and logistic regression.