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ASSESSMENT
BRIEF

 

Subject
Code
and
Title

 


 

STAT2000:
Quantitative
Analysis

 


 

Assessment

 


 

Group
Assignment


 


 

Individual/Group

 


 

Group

 


 

Submission

 


 

By
week
ending
11:55pm
AEST/ADST
Sunday

 


 

Weighting

 


 

20%

 


 



 


 

Context:

 

Research
topic:
Economic
growth,
private
credit
and
remittances


 

Objective:
To
examine
the
relation
of
economic
growth
with
private
credit
and
remittances

 

Context:
International

 

Data
period:
1996-??2012

 

Data
source:
World
Development
Indicators
and
World
Governance
Indicators

 



 



 



 



 



 



 



 



 



 



 



 



 



 



 



 


 

Instructions:

 

STAT2000_Laureate_Assessment_Groupassignment.Docx

 



 


 



 


 

Page
1
of
3

 


 



 


 

1. Describe
the
data
(e.g.,
mean,
standard
deviation,
skewness,
kurtosis,
1st
quartile,

 

median,
3rd
quartile,
max,
and
min)

 

2. Prepare
correlation
matrix

 

3. Report
regression
results

 

4. Write
a
report
stating
clearly
the
objectives
of
this
research,
background
(i.e.,
the

 

importance
of
this
research),
the
hypothesis,
analysis
of
your
findings,
and
the

 

conclusion

 

Methodology

 

We
apply
multiple
regression
analysis
to
estimate
the
following
baseline
model.

 

Growth = ?! + ?! ?Privatecredit + ?! ?Remittances + ?! ?Manufacturing

 

+ ?! ?Services + ?! ?Foreigndirectinvestment

 

+ ?! ?Workforceparticipation + ?! ?Wages + ?! ?Inflation

 

+ ?! ?Inequality + ?!" ?Income + ?!! ? Income!

 

+ ?!" ?Controlofcorruption + ?!" ?Stability

 

+ ? (1)

 

where
Growth
is
the
dependent
variable.
Private
credit
and
Remittances
are
the
research

 

variables.
Manufacturing,
Services,
Foreign
direct
investment,
Workforce
participation,

 

Wages,
Inflation,
Inequality,
Income,
Income2,
Control
of
corruption
and
Stability
are
the

 

control
variables.
The
variables
are
discussed
in
Table
1.

 

Table
1:
Variable
Descriptions

 

Variables

 

Growth

 

Privatecredit

 

Remittances

 

Manufacturing

 

Services

 

Foreigndirectinvestmen

 

t

 

Workforceparticipation

 

Wages

 

Inflation

 

Inequality

 

Income

 

Income2

 

Controlofcorruption

 

Stability

 


 

Operational
definition

 

Annual
growth
of
real
GDP
per
capita


 

Domestic
credit
to
private
sector
(%
GDP)

 

Personal
remittances,
received
(%
GDP)

 

Manufacturing,
value
added
(%
GDP)

 

Services,
value
added
(%
GDP)

 

Foreign
direct
investment,
net
inflows
(%
GDP)

 


 

Source

 

WDI

 

WDI

 

WDI

 

WDI

 

WDI

 

WDI

 


 

Labor
force/Population
aged
over
15
years

 

Wages
and
salaried
workers,
total
(%
of
total
employed

 

Consumer
price
inflation

 

Gini
coefficient


 

Real
GDP
per
capita
in
the
host
country
(1000s
of

 

constant
2005
international
dollar)

 

Squared
term
of
Income

 

Index:
Control
of
corruption
(-??2.5
to
2.5)

 

Index:
Political
stability
and
Absence
of

 

violence/terrorism
(-??2.5
to
2.5)

 


 

WDI

 

WDI

 

WDI

 

WDI

 

WDI

 


 

STAT2000_Laureate_Assessment_Groupassignment.Docx

 



 


 

WDI

 

WGI

 

WGI

 


 



 


 

Page
2
of
3

 


 



 


 

Learning Rubrics

 

Assessment

 

Attributes

 


 

Grade Description

 

(Grading Scheme)

 


 



 



 


 

0-34

 

(Fail 2? F2)

 

Unacceptable

 

The assignment does

 

not even include

 

descriptive statistics,

 

correlation matrix and

 

regression output.

 


 

35-49

 

(Fail 1 ? F1)

 


 

50-64

 

(Pass -P)

 


 

65-74

 

(Credit - CR)

 


 

Poor

 

The assignment

 

includes descriptive

 

statistics, correlation

 

matrix and regression

 

output but lacks the

 

background and

 

objectives, hypotheses

 

data and methodology,

 

findings and analysis,

 

and conclusions.

 


 

Functional

 

The assignment

 

includes background

 

and objectives, data

 

and methodology

 

descriptive statistics,

 

correlation matrix and

 

regression output but

 

lacks the hypotheses,

 

findings and analysis,

 

and conclusions.

 


 

Proficient

 

The assignment

 

includes background

 

and objectives,

 

hypotheses, data and

 

methodology,

 

descriptive statistics,

 

correlation matrix and

 

regression output but

 

lacks the findings and

 

analysis, and

 

conclusions.

 


 



 


 



 


 



 


 

75-84

 

(Distinction ? DN)

 


 

85-100

 

(High Distinction ?

 

HD)

 


 

Advanced

 

The assignment

 

includes background

 

and objectives,

 

hypotheses, data and

 

methodology,

 

descriptive statistics,

 

correlation matrix,

 

regression output, and

 

findings and analysis

 

but lacks the

 

conclusions.

 


 

Exceptional

 

All the requirements of

 

the assignment are

 

properly addressed.

 

These should include:

 

1. Background and

 

objectives of the

 

research

 

2. Hypotheses

 

3. Data and

 

methodology including

 

descriptive statistics and

 

correlation matrix

 

4. Results (regression

 

output)

 

5. Findings and analysis

 

6. Conclusions

 


 



 


 



 


 



 


 



 


 

Page
3
of
3

 


 

 

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