Markel Semien
Professor Massingill
Biology
January 5, 2017
Cellular Respiration
Cellular respiration is a set of metabolic reactions and processes that take place
in the cells of organisms to convert
Markel Semien
Professor Massingill
Biology
January 6, 2017
DNA and RNA
Similarities
 DNA and RNA are made up of monomers called nucleotides.
 DNA and RNA both contain pentose sugars.
 DNA and RNA b
Markel Semien
Professor Massingill
Biology
January 6, 2017
Animal and Plant Cells
Differences
1. Animal cell is Round (irregular shape) and the plant cell is
Rectangular (fixed shape)
2. The plant cel
Markel Semien
Professor Massingill
Biology
January 5, 2017
Genetics
Genetics is the study of heredity. Heredity is a biological process where a parent passes
certain genes onto their children or offsp
Markel Semien
Professor Massingill
Biology
January 5, 2017
Osmosis
Osmosis is the spontaneous net movement of solvent molecules through a semipermeable membrane into a region of higher solute concentr
(I)
Business Chinese (I)
D
r
Lesson Two
k
yng chu wn hu
Social cultures at a business
dinner/party
xu x m bio
Learning objectives
After you complete this lesson, you are able
to:
A. describe alc
Chapter 4. Generalized Liner Models
4.1 Generalized Linear Model
4.2 Generalized Linear Models for Binary Data
4.3 Generalized Linear Models for Count Data
4.4 Extension of Notation in Generalized Lin
Chapter 6. Loglinear Models for Contingency Tables
6.1 Introduction
6.2 Loglinear Model for Twoway Tables
6.3 Loglinear Models for Threeway Tables
6.4 The LoglinearLogit Connection
6.5 Model Select
ML tting of multiple logistic regression models
Let y = (y1 , , yN ), where yi is the number of successes
among ni observations, xi = (xi1 , , xip ), i = 1, , N , and
= (1 , , p ). The logistic regre
Chapter 2. TwoWay Contingency Tables
2.1 Notation and Denition
2.2 Sampling Models
2.3 Test of Independence and Test of Homogeneity
2.4 Comparing Proportions in 2 2 Tables
2.5 Odds Ratio
2.6 Measures
STAT 4006: Categorical Data Analysis
Xinyuan Song
Department of Statistics
The Chinese University of Hong Kong
1
Chapter 1. Distribution and Inference for Categorical Data
1.1 Categorical Response Dat
Testing Independence for Ordinal Data
The X 2 and G2 tests ignore the ordering information when used
to test independence between ordinal variables. When rows
and/or columns are ordinal, more powerful
1. Correlation between response variables in GLMMs
GLMM:
(1)
g(it ) = xit + zit ui ,
where ui N (0, ). The random effects in ui incorporate
correlations among response variables in the same cluster i.
34
= + x . It can be rearranged in
t
the form of = t + tx . It is still a Poisson GLM with identity link, with being
the total number of responses at different levels if x. t and tx are then the expl
STAT 4006: Categorical Data Analysis
Assignment 5
Academic year 12/13, second term, Chapter 6
Due date: April 26th, 2013 Assignment Box @ 1/F of Lady Shaw Building
1. The following table refers to aut
STAT 4006: Categorical Data Analysis
Assignment 4
Academic year 12/13, second term, Chapter 5
Due data:6:00pm, April 12nd, 2013 to Assignment Box @ 1/F Lady Shaw Building
1. For a study using logistic
SSTA 4006 Assignment 5 Solution
TAT
4
1a)
log
= 3.7771 + 0.1449 x
1
For x =8,
= 3.7771 + 0.1449(8)
1
= 0.068
log
b)
For x =26,
log
1
= 0 .5
= 3.7771 + 0.1449(26)
c)
For x= 8,
The rate of change = (0
STAT 4006: Categorical Data Analysis
Assignment 3
Academic year 12/13, second term, Chapter 4
Due date: 5:00 pm, March 29, 2013. assignment box, 1/F, Lady Shaw Building
1. The following table refers t
STAT 4006: Categorical Data Analysis
Assignment 2
Academic year 12/13, second term, Chapter 3
Due Date: 5:00 pm Tuesday, 12th March. Assignment box for STAT 4006, 1/F, Lady Shaw
Building.
1. The data
STA 4006 Assignment 2 Solution
3
1)
= 1.76
XY (1)
Thus the blood pressures for husband and wife seem to be no association when years
of marriage are less than 5.
= 12.7
XY ( 2 )
Thus husband with abno
STAT 4006: Categorical Data Analysis
Assignment 1
Academic year 12/13, rst term, Chapter 12
Due date: 5:00pm Feb 22(Friday), 2012. Assignment Box at LSB 1/F
1. The data in the following table is obta
STA 4006
Categorical Data Analysis
1.
Description
This course provides statistical techniques in analyzing categorical data. Topics include measures of association,
analysis of twoway and threeway c
Measures of Association for Ordinal Variables
Ordinal Trends
 Concordant pair: ( X i X j )(Yi Y j ) > 0

Tied in X: ( X i X j )(Yi Y j ) = 0 as X i = X j

Tied in Y: ( X i X j )(Yi Y j ) = 0 as Yi