National Taiwan University

School and Graduate Institute of Physical Therapy

Applied Statistics: Regression Analysis Homework

2024/2/21

Slides 1

2024/3/6 (homework1 due day 2024/3/20)

Example 1

Homework1_question

Homework1_data

Slides 2

2024/3/13 (homework2 due day 2024/3/27)

data example2

data2_example2_curvilinear regression

data3_example2_lack of homestatisticity

Homework2_question

Homework2_data

slides 3

2024/3/20 (homework3 due day 2024/4/3)

data example

homework3_question

homework3_data

2024/3/27

data example

data example forward-backword

Slides 4

2024/4/3

colinearity example1

colinearity example2

Vector coding

Interaction data

Homework4_question

Homework4_data

2024/4/10

No interaction

Slides 5

2024/4/24

car_ sales

log_excel

2024/5/1

Wiscsem_factor analysis

2024/5/8

Survival analysis_data

2024/5/15 & 2024/5/29

Date	Presenter	Coordinator	Critic 1	Critic 2
15-May	I-Fei	Kit Ying	Jinsuta	Chun-Wun
	Kit Ying	Jinsuta	Chia-Chun	I-Fei
29-May	Jinsuta	Chun-Wun	Kit Ying	Chia-Chun
	Chun-Wun	Chia-Chun	Jinsuta	I-Fei
	Chia-Chun	I-Fei	Kit Ying	Chun-Wun

2024/5/22

Williamson EJ, Forbes A. Introduction to propensity scores. Respirology. 2014 Jul;19(5):625-35.

2024/6/5

Article critique

Minaeian A, Patel A, Essa B, Goddeau RP Jr, Moonis M, Henninger N. Emergency Department Length of Stay and Outcome after Ischemic Stroke. J Stroke Cerebrovasc Dis. 2017 Oct;26(10):2167-2173.

Trunfio TA, Scala A, Giglio C, Rossi G, Borrelli A, Romano M, Improta G. Multiple regression model to analyze the total LOS for patients undergoing laparoscopic appendectomy. BMC Med Inform Decis Mak. 2022 May 24;22(1):141.