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lewis m applied statistics economists 2012

Type:: E-books
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Textbook in PDF format This book is an undergraduate text that introduces students to commonly used statistical methods in economics. Using examples based on contemporary economic issues and readily available data, it not only explains the mechanics of the various methods, but also guides students to connect statistical results to detailed economic interpretations. Because the goal is for students to be able to apply the statistical methods presented, online sources for economic data and directions for performing each task in Excel are also included. The role of statistics in economics Visual presentations of economic data Descriptive statistics of an economic variable Observations and frequency distributions Measures of central tendency Measures of dispersion Temporal descriptive statistics Measuring changes in price and quantity Descriptions of stability: short-run changes Patterns of long-term change Statistical inferences about a single variable Basic concepts in statistical inference Statistical estimation Statistical hypothesis testing of a mean Relationships between two variables Correlation analysis Simple linear regression analysis: descriptive measures Simple regression analysis: statistical inference Simple regression analysis: variable scales and functional forms Relationships between multiple variables Multiple regression analysis: estimation and interpretation Multiple regression analysis: ypothesis tests for partial regression coefficients and overall goodness of fit Multiple regression analysis: dummy variables and statistical problems

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Lewis M. Applied Statistics for Economists 2012.pdf 7.6 MB

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lewis m applied statistics economists 2012

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