ANNUITY
Present Value (PV)
Future Value (FV)
Scenario A
Your rich uncle is going to ask you to pick one of the two options below:
1. He will give you $25,000 today
PV of option 1 is
$25,000.00
FV of option 1 is
->
$27,602.02 Lump sum investment value at e

Estimation
Of Statistical Linear Models
Dr Douglas Jones
1
Outline of Lecture
Least Squares
Estimate of
Coefficients
Estimate of Error
Variance
Dr Douglas Jones
R-Square, goodness of
model fit
Wilkinson-Rogers
notation for models in
R
2
Least Squares

Answer key at the end of each Lesson
Lesson 6
True/False
1. False
2. False
3. False
4. False
5. True
6. False
7. True
8. True
Short Answer Questions
1. d, m, y, h
2. If cell C4=100, it would show No; otherwise it will show 101
3. NOT function
4. TRUE or F

Course Overview
Introduction to Statistical Linear Models (aka Data
Analysis for Decision Making)
Dr. Douglas H Jones
1
Software for this Course
This course will not emphasize formulas or their
derivation
However, you will be expected to run a software

3.x.x Example Presentation Based on Rubric 4
DH Jones
Monday, June 23, 2014
Data for Example
We will use the mtcars data from R: Motor Trend Car Road Tests (1974). Load the data and look at the rst
six rows of the dataframe.
data(mtcars)
head(mtcars)
#
#

O vervi of St i i
ew
at st cal
D at Types i R
a
n
Dr Douglas H Jones
N um eri and Cat
cal
egori Vari es
cal
abl
First, lets understand the types of data values we
encounter in everyday life
The standard labeling of data types are:
Categorical, e.g., bl

Relational Database to Create Tables, Forms,
Queries, and Reports
PREVIEW
In this case, you will design a relational database for a fund-raising dance marathon at your university. After your
tables are designed and created, you will populate the database

National Differences
in Political Economy
Professor Sinad Monaghan
International Business 29:620:368:01
Spring 2017
[email protected]
1-1
Political Economy
Political Economy: The political, economic and legal system of
a country are interdepe

Cross-Country
Cultural
Differences
Professor Sinad Monaghan
International Business 29:620:368:01
Spring 2017
[email protected]
1-1
What is Culture?
A system of values and norms that are shared among
people and that, when taken together, const

Inference: Hypothesis
Testing
Outline of Lecture
Hypothesis Tests to Compare Models
Test of all the predictors
Testing just one predictor
Testing a pair of predictors
Testing a subspace
Dr. Douglas Jones
2
Statistical Inference
Sir Ronald Aylmer Fis

Basic Scoring
Rubric for
Presentation
Dr. Douglas Jones
1
Description
The following is matrix of presentation
characteristics with ratings on each key
performance feature
Prepare your presentation to achieve the highest
score
Dr. Douglas Jones
2
Item
1

200.0 Project - Exploratory Data Analysis and
Preliminary Model Fitting
DH Jones
Friday, September 19, 2014
Abstract
BACKGROUND:
The National Institute of Diabetes and Digestive and Kidney Diseases conducted a study on 768 adult female
Pima Indians living

Basic Scoring
Rubric for
Presentation
Data Analysis for Decision Making
Dr. Douglas Jones
1
Description
The following is matrix of presentation
characteristics with ratings on each key
performance feature
Prepare your presentation to achieve the highest

Automated
Variable
Selection and
Validation
Lecture Outline
Backward stepwise regression testing based
Stepwise regression information criterion based
Model Cross-validation for predictive utility
Kitchen Sink Example
Dr Douglas H Jones
2
Variable Sel

Condence
Intervals and
Prediction
Intervals
DH Jones
Condence
Intervals for
the
Coecents in
a Statistical
Model
Prediction and
Condence
Intervals for
New and
Average
Response
Values
Bonferroni
Correction
Condence Intervals and Prediction Intervals
Data An

I er
nf ence:
Confi ence
d
I erval
nt
s
Dr. Douglas H. Jones
1
Lect e O ut i
ur
lne
Confidence Intervals for Beta Parameters
One-at-a-time CI for Beta Parameters
Joint CI for two Beta Parameters
Confidence Intervals for Individual
Predictions
Confide

300.0 Project - Preliminary Model Fitting
DH Jones
Friday, September 19, 2014
Abstract
BACKGROUND:
The National Institute of Diabetes and Digestive and Kidney Diseases conducted a study on 768 adult female
Pima Indians living near Phoenix.
AIMS:
Use the d

Inference:
Confidence
Intervals
Dr. Douglas H. Jones
1
Lecture Outline
Confidence Intervals for Beta Parameters
One-at-a-time CI for Beta Parameters
Joint CI for two Beta Parameters
Confidence Intervals for Individual Predictions
Confidence Intervals

Basic Scoring
Rubric for
Presentation
Data Analysis for Decision Making
Dr. Douglas Jones
1
Description
The following is matrix of presentation
characteristics with ratings on each key
performance feature
Prepare your presentation to achieve the highest

Basi Scori
c
ng
Rubri f
c or
Pr
esent i
at on
Dr. Douglas Jones
1
D escri i
pt on
The following is matrix of presentation
characteristics with ratings on each key
performance feature
Prepare your presentation to achieve the
highest score
Dr. Douglas Jon

04.0.0.0_Hypothesis_Testing_Summary_R_Program.R
dhjones
Mon Jun 29 20:25:16 2015
#Hypothesis Testing: Summary R Program
# Load Packages
library("faraway")
# Set Options
options(show.signif.stars=FALSE)
# In Fisher's honor
# Load Data
data(savings)
head(sa

I er
nf ence: H ypot
hesi
s
Test ng
i
O ut i of Lect e
lne
ur
Hypothesis Tests to Compare Models
Test of all the predictors
Testing just one predictor
Testing a pair of predictors
Testing a subspace
Dr. Douglas Jones
2
St i i I er
at st cal nf ence

Problem #5 , p 137
Expando, Inc. is considering the possibility of
building an additional factory
Small facility ($6M cost)
Low demand - $10M
High demand - $12M
Large facility ($9M cost)
Low demand - $10M
High demand - $14M
Probability of high dem

Hadi Ahmed, Joe Cassilli, Jamil Kiyam, Asad Khan
Business Policy & Strategy
Professor Parker Lue
Apple Case
Most Customers will get Apple products for their quality and high expectations
for the products that sometimes does not disappoint. Differentiation

ASSIGNEMENT 1
1)
The total output from a production system in one day is 500 units and the total labor necessary
to produce the 500 units is 350 hours. Using the appropriate productivity measure, calculate the
ratio. (2 mark)
500 / 350 =1.428
2)
Larry's A

Assignment 2 (100 points)
CS 113 Fall 2014
Due Date: See Syllabus
Name & UCID & Section Number: Please write your name, UCID, and section number on the
submission please staple sheets together no loose sheets (5 points)
What is to be handed in:
1. Problem

1. Answer the following questions concerning digital signals:
1.1 _ encoding has a transition at the middle of each bit
a.Manchester
b. Differential Manchester c. both of these d. neither of these
1.2 Sampling is measuring the amplitude of an analog signa

1. Answer the following questions concerning chapter 1:
1.1 The application layer in Host A sends a message to Host B. Assuming no errors, the
application layer in Host B receives
The exact same message
the same message, along with headers and trailers