Probability and statistics for economics by Younmiao Hong
Publication details: World Scientific Singapore 2018Description: xiii, 577 pages; illustrations: 24 cmISBN:- 9789813228818
- 519.5 HON
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 |
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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