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A unique and major contribution to the scholarly and policy debate
on American foreign and economic policy toward the Islamic Republic
of Iran. A volume that will be of interest to scholars and policy
makers who struggle to understand the complex rivalry between these
two nations and wish to analyze the Iranian/American relationship
since 1979. Authors frame the conflicted relationship between Iran
and the United States as a low intensity conflict, embodying
elements of superpower gamesmanship, insurgent tactics and economic
warfare. Revolutionary Iran and the United States is unique in its
approach by exploring how diplomatic, military, and economic
weapons are employed to bolster each nation's strategic and
tactical advantage. This analysis encompasses the political,
military, and economic facets of the rivalry.
Nonparametric statistics provide a scientific methodology for cases
where customary statistics are not applicable. Nonparametric
statistics are used when the requirements for parametric analysis
fail, such as when data are not normally distributed or the sample
size is too small. The method provides an alternative for such
cases and is often nearly as powerful as parametric statistics.
Another advantage of nonparametric statistics is that it offers
analytical methods that are not available otherwise. Nonparametric
methods are intuitive and simple to comprehend, which helps
researchers in the social sciences understand the methods in spite
of lacking mathematical rigor needed in analytical methods
customarily used in science. This book is a methodology book and
bypasses theoretical proofs while providing comprehensive
explanations of the logic behind the methods and ample examples,
which are all solved using direct computations as well as by using
Stata. It is arranged into two integrated volumes. Although each
volume, and for that matter each chapter, can be used separately,
it is advisable to read as much of both volumes as possible;
because familiarity with what is applicable for different problems
will enhance capabilities.
Nonparametric statistics provide a scientific methodology for cases
where customary statistics are not applicable. Nonparametric
statistics are used when the requirements for parametric analysis
fail, such as when data are not normally distributed or the sample
size is too small. The method provides an alternative for such
cases and is often nearly as powerful as parametric statistics.
Another advantage of nonparametric statistics is that it offers
analytical methods that are not available otherwise. Nonparametric
methods are intuitive and simple to comprehend, which helps
researchers in the social sciences understand the methods in spite
of lacking mathematical rigor needed in analytical methods
customarily used in science. This book is a methodology book and
bypasses theoretical proofs while providing comprehensive
explanations of the logic behind the methods and ample examples,
which are all solved using direct computations as well as by using
Stata. It is arranged into two integrated volumes. Although each
volume, and for that matter each chapter, can be used separately,
it is advisable to read as much of both volumes as possible;
because familiarity with what is applicable for different problems
will enhance capabilities.
There are several powerful statistical analysis software, such as
Stata, SAS, and a host of other packages with different levels of
elegance, completeness, and support. Preferred is Stata because of
its extensive contributions from its users and reliable technical
support. I will add Stata commands to perform all the examples of
the book. The commands are simple and quick to run. I will provide
an appendix with the list of the commands used in the manuscript,
their syntax, and a brief description of the output they create.
Updated data for all the examples using the most recent available
data. Provide the solutions in Excel and Stata and explain the
meanings of the output to reinforce the subject and allow users to
have another set of examples using another real-life data.
Increased graphical representations to reinforce and clarify the
concept.
Statistics is the branch of mathematics that deals with real life
problems. As such, it is an essential tool for economists.
Unfortunately, the way the concept is introduced to students is not
compatible with the way economists think and learn. The problem is
worsened by the use of mathematical jargon and complex derivations.
However, as this book demonstrates, neither is necessary. The book
is written in simple English with minimal use of symbols, mostly
for the sake of brevity and to make reading literature more
meaningful. The second edition also incorporates Stata software for
use by more technically oriented readers who have access to
sophisticated software. The objective of this book is to address
the fundamentals of statistical analysis in a simple and
easy-to-comprehend way. Instead of covering numerous topics, the
book covers interrelated subjects that are necessary for the
comprehension of the presented topics. The second edition has
augmented the explanations in the first to clarify the subjects
even more. The examples are based on economic theory utilizing
actual data. The hope is that the use of theory will prove useful
in relating the subject to actual empirical applications and help
with research.
Undoubtedly, what happens to the economy affects the lives of the
citizens of a country, and often the lives of people in other
countries around the globe. In addition to natural disasters two
things affect the economy more than anything else: monetary and
fiscal policies. Fiscal policy and monetary policy represent forms
of government intervention to influence market performance. Fiscal
policy relates to government spending and revenue collection;
monetary policy relates to the supply of money, which is controlled
by factors such as reserve requirements and interest rates. If
there were a universally accepted set of rules that prescribe
appropriate actions to bring and sustain prosperity to the economy
the study of economics would have been a positive science, as
opposed to a collection of normative beliefs. The study of these
policies is normative in nature because fiscal and monetary
policies do not necessarily impact everyone equally or in the same
way. In other words not everybody loses or gains equally as the
result of fiscal and monetary policies. Nevertheless, there are
non-normative economic theories that explain the expected outcome
of specific fiscal or monetary policies. The economists that
advocate for fiscal or monetary policies generally agree on the
economic consequences produced by each policy when implemented.
What differentiates the economists is the degree to which they
believe in the effectiveness of the policy, their ability to know
the extent of the need that it is intended to address, the proper
amount of intervention required in order to effect the desired
correction, and the length of the time it would take to see the
consequence of the policy. This book covers fiscal policy. It is
part of a projected two volume set covering fiscal and monetary
policies. The two volumes will be written to be complimentary to
but independent of each other.
It is impossible to comprehend what policies the government should
undertake to face the economic reality of the country. Every day we
are exposed to a barrage of recommendations and mandates from the
left and the right concerning what would be the appropriate course
of action (or lack thereof) in order to nullify economic ills or to
bring prosperity to the country. But what you and everyone needs is
a fundamental basic knowledge of money. This book provides just
that. It provides the necessary understanding of money and many of
its functions, roles, and uses in economic theories. These theories
are essential for the formulation of fiscal and monetary policies.
And it is important to understand the meaning of money and be able
to differentiate between basic concepts such as consumption,
savings, capital, and investment. Would it make any difference, to
the overall function of the economy, earnings, employment, etc., if
a given sum of money is spent by an individual, a small business, a
corporation, or the government? Is it good for the country if
people spend money or is it better if they save it? Would it make a
difference if spending originates from printing money or citizens'
savings? The answer to these and many other economic questions are
at the heart of the fiscal and monetary policy that every
government grapples with every day. After reading this book you
will be ready to understand fiscal and monetary policies, tools,
and their effectiveness.
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