Statistics for economists
Linus, Yamane
Statistics for economists - London World Scientific Publishing 2024 - xix, 352 p.
Table of Contents:
Preface
About the Author
Acknowledgements
Why Statistics?
Descriptive Statistics
Probability
Probability Distributions
Special Probability Distributions
Statistical Inference: Sampling and Sampling Distributions
Confidence Intervals
Hypothesis Testing
Hypothesis Testing with Two Samples
Simple Regression
Multiple Regression
Interpreting Regression Results
Appendix
Index
This first course in statistics is designed for undergraduate students. There are dozens of statistics textbooks in the market. But most of these textbooks are either pitched at a level that is too high or too low for most undergraduate students. Many use calculus and are designed for graduate students in technical fields. Others provide black box formulas without any derivations. This textbook focuses on deriving everything from first principles without using calculus or linear algebra. It is important for students to understand why they are doing what they are doing. Otherwise students cannot distinguish meaningless results from significant results. This textbook gets to the major points quickly and is thus relatively short and very accessible.
(https://www.worldscientific.com/worldscibooks/10.1142/13483#t=aboutBook)
9798886130744
Economists-Statistical methods
Economists
330.181 / YAM
Statistics for economists - London World Scientific Publishing 2024 - xix, 352 p.
Table of Contents:
Preface
About the Author
Acknowledgements
Why Statistics?
Descriptive Statistics
Probability
Probability Distributions
Special Probability Distributions
Statistical Inference: Sampling and Sampling Distributions
Confidence Intervals
Hypothesis Testing
Hypothesis Testing with Two Samples
Simple Regression
Multiple Regression
Interpreting Regression Results
Appendix
Index
This first course in statistics is designed for undergraduate students. There are dozens of statistics textbooks in the market. But most of these textbooks are either pitched at a level that is too high or too low for most undergraduate students. Many use calculus and are designed for graduate students in technical fields. Others provide black box formulas without any derivations. This textbook focuses on deriving everything from first principles without using calculus or linear algebra. It is important for students to understand why they are doing what they are doing. Otherwise students cannot distinguish meaningless results from significant results. This textbook gets to the major points quickly and is thus relatively short and very accessible.
(https://www.worldscientific.com/worldscibooks/10.1142/13483#t=aboutBook)
9798886130744
Economists-Statistical methods
Economists
330.181 / YAM