Probability and statistics for economics by Younmiao Hong

By:

Younmiao Hong [Author]

Publication details: World Scientific Singapore 2018Description: xiii, 577 pages; illustrations: 24 cmISBN:

9789813228818

Subject(s):

Probability & Statistics

DDC classification:

519.5 HON

Contents:

1 Introduction to Probability an...1 2 Foundation of Probability Theory15 3 Random Variables and Univariat...67 4 Important Probability Distribu...151 5 Multivariate Probability Distr...195 6 Introduction to Sampling Theory299 7 Convergences and Limit Theorems351 8 Parameter Estimation and Evalu...401 9 Hypothesis Testing463 10 Classical Linear Regression497 11 Conclusion557 Bibliography565

Summary: Probability and Statistics have been widely used in various fields of science, including economics. Like advanced calculus and linear algebra, probability and statistics are indispensable mathematical tools in economics. Statistical inference in economics, namely econometric analysis, plays a crucial methodological role in modern economics, particularly in empirical studies in economics. This textbook covers probability theory and statistical theory in a coherent framework that will be useful in graduate studies in economics, statistics and related fields. As a most important feature, this textbook emphasizes intuition, explanations and applications of probability and statistics from an economic perspective.

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Holdings
Item type	Current library	Collection	Call number	Status	Date due	Barcode
Book	Indian Institute of Management Visakhapatnam General Stacks	Reference	519.5 HON (Browse shelf(Opens below))	Not For Loan		001109

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Previous	339 URI Open economy macroeconomics /	346.7306626 MIL Mergers and acquisitions :	510 BER Mathematics for economists with applications /	519.5 HON Probability and statistics for economics	650.13 SOB Power questions: build relationships, win new business, and influence others	658.049 RAG International business strategy :	658.1512 JAG Corporate disclosures 1553-2007 AD: the origin of financial and business reporting	Next

1 Introduction to Probability an...1
2 Foundation of Probability Theory15
3 Random Variables and Univariat...67
4 Important Probability Distribu...151
5 Multivariate Probability Distr...195
6 Introduction to Sampling Theory299
7 Convergences and Limit Theorems351
8 Parameter Estimation and Evalu...401
9 Hypothesis Testing463
10 Classical Linear Regression497
11 Conclusion557
Bibliography565

Probability and Statistics have been widely used in various fields of science, including economics. Like advanced calculus and linear algebra, probability and statistics are indispensable mathematical tools in economics. Statistical inference in economics, namely econometric analysis, plays a crucial methodological role in modern economics, particularly in empirical studies in economics.

This textbook covers probability theory and statistical theory in a coherent framework that will be useful in graduate studies in economics, statistics and related fields. As a most important feature, this textbook emphasizes intuition, explanations and applications of probability and statistics from an economic perspective.

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