KSAP/관련 학술일정

2015-08-01

Workshop for Linear Regression

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구분 관련
일정 2015-08-01 ~ 2015-08-01
링크
장소 Computer training room, B1, Asan Medical Center

 Workshop for Linear Regression

 

A workshop for linear regression will be held as below. 
Anyone can participate into this workshop, but registration is prerequisite.

 

Speaker: Maengsoo Kang, PhD

Date and Time: Aug 1, 2015 (10:00-17:20)

Venue: Computer training room, B1, Asan Medical Center

 

Time

Main topic

Subjects

10:00-11:00

Simple linear regression

·  Introduction to regression analysis

·  Least square and maximum likelihood methods

·  Essential concepts of basic statistics

11:00-12:00

·  Basic assumptions

·  Estimation of regression coefficients

·  Partitioning total variability

12:00-13:00

Lunch

13:00-14:00

Simple linear regression

·  Test of hypothesis on regression coefficients

·  Confidence interval and prediction interval

·  Basics of residual analysis

14:10-15:10

Multiple linear regression

·  Regression model using matrix

·  Test of hypothesis on regression coefficients

15:10-16:10

·  Multicollinearity and HAT matrix

·  Categorical data

·  Cross validation and model selection criteria

16:20-17:20

·  Studentized residuals

·  Detection of outliers

·  Influence diagnostics

 

 

Contact for registration:

·  Hyun Ae Kim

·  Korean Society for Anesthetic Pharmacology, 10, Bamgogae-ro 1-gil, Suseo-dong, Gangnam-gu, Seoul, 135-539, Korea

·  Tel: 02-459-8251

·  FAX: 02-2040-7735

·  E-mail: ksap@ksap.co.kr

 

Name, institution, e-mail address and mobile phone number are required for registration.

CME (continuing medical education) credit accredited by the KMA (Korean Medical Association): 6

*: Lunch will not be served