Statistics is an essential tool for economists, as it provides a systematic approach to understanding economic phenomena. In economics, statistics are used to gather, analyze, and interpret data related to economic variables, such as prices, wages, employment rates, and GDP. By using statistical methods, economists can identify patterns, trends, and relationships in the data, make predictions and forecasts, and test economic theories. Statistical analysis also helps economists to make informed decisions, such as whether a policy is likely to be effective or how changes in one economic variable might impact other variables. In summary, statistics is a crucial component of economics that allows economists to make data-driven decisions and understand the behavior of complex economic systems. Here are some recommended best books on statistics for economics that may be helpful for new students:

**1. “Statistics for Business and Economics” by Paul Newbold, William Carlson, and Betty Thorne** – This book provides an introduction to statistics with a focus on business and economics applications. It covers topics such as descriptive statistics, probability distributions, hypothesis testing, regression analysis, and time series analysis.

**2. “Introductory Econometrics: A Modern Approach” by Jeffrey M. Wooldridge** – This book is an excellent introduction to econometrics, which is the application of statistical methods to economic data. It covers topics such as linear regression, panel data analysis, instrumental variables, and time series analysis.

**3. “Principles of Econometrics” by R. Carter Hill, William E. Griffiths, and Guay C. Lim** – This book is another excellent introduction to econometrics that covers topics similar to Wooldridge’s book. It includes examples and exercises using real-world economic data.

**4. “Statistical Methods for Economics” by Gerald Keller** – This book provides an introduction to statistics for economics students, covering topics such as descriptive statistics, probability, hypothesis testing, and regression analysis. It includes examples and exercises using economic data.

**5. “Econometrics: Theory and Applications with EViews” by Fumio Hayashi** – This book provides a comprehensive introduction to econometrics, focusing on theory and its practical application using the EViews software package. It covers topics such as linear regression, panel data analysis, instrumental variables, and time series analysis.

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