Calendar

Applied Regression Analysis

Mar 5

Section 1Introduction

HW 1 2.2, 2.5, 2.6

Mar 12

Section 2Univariate linear regression

HW 2 2.8, 2.9, 2.10

Mar 19

Section 3Multivariate linear regression

HW 3 2.11, 2.12, 2.14, 3.3

HW 1-2 due

Mar 26

None

None

Apr 2

Section 4Violations of Basic Assumptions

HW 4 3.6, 3.7, 3.8, 4.4, 4.5

Apr 9

Section 5Independent Variable Selection

None

HW 3-4 due

Apr 16

Section 6Multi-Collinearity

None

Section 7Regression with Qualitative Variables

Section 8Nonlinear regression

Apr 18

Lab 1None

Dataset

Apr 25

Lab 2None

Dataset

Applied Time Series Analysis

Apr 16

Section 1Introduction

None

Apr 23

Section 2Time Series Preprocessing

HW 5 2.4, 3.1

Apr 30

Section 3Stationary Time Series Analysis

HW 6 3.2, 3.3, 3.4

May 7

Section 4Deterministic Analysis of Nonstationary Sequences

HW 7 3.7, 3.9, 3.11(1)(3)(5), 3.12, 3.14,

HW 5-6 due

May 14

None

None

May 21

None

None