Bios 663: Course Summary - PowerPoint PPT Presentation

1 / 14
About This Presentation
Title:

Bios 663: Course Summary

Description:

Multivariate response (Types of responses) Continuous ... HEFT, HARE. Types of explanatory variables. Errors-in-variables. Mixed types. Categorical: proc GLM; ... – PowerPoint PPT presentation

Number of Views:31
Avg rating:3.0/5.0
Slides: 15
Provided by: You6154
Category:
Tags: bios | course | hare | summary

less

Transcript and Presenter's Notes

Title: Bios 663: Course Summary


1
Bios 663 Course Summary
Multivariate response (Types of responses)
no
yes
Continuous
All continuous or discrete
yes
no
no
yes
Next page
Repeated measures
Contact us
2
Types of responses (contd)
Continuous univariate response
no
yes
Generalized linear models
Possibly censored?
  • Logistic regression
  • Probit regression
  • Poisson regression

no
yes
Survival analysis
Model E(YX)
  • proc REG for diagnostics
  • Proc GLM for ANOVA

HEFT, HARE
3
Types of explanatory variables
Errors-in-variables
no
yes
  • Mixed types
  • Categorical proc GLM
  • use class or dummy coding
  • Continuous proc REG
  • Diagnostics leverage
  • Variable Selection

1-dim
no
yes
Some solutions
??
Deconvolution
4
ELM for Randomly Truncated Data
  • Young Truong
  • Biostatisitcs, UNC-CH

5
Follow-up studies
  • Y time to an event,
  • T age at the onset of the study.
  • Only observe (Y,T) when YgtT.

6
Gamma-ray
  • Y number of photons detected/sec
  • T threshold count rate
  • Only observe (Y,T) when YgtT.

Source Efron Petrosian94, JASA.
7
(No Transcript)
8
cDNA Microarray
9
(No Transcript)
10
(No Transcript)
11
(No Transcript)
12
(No Transcript)
13
(No Transcript)
14
(No Transcript)
Write a Comment
User Comments (0)
About PowerShow.com