Elementary statistics for geographers
著者
書誌事項
Elementary statistics for geographers
Guilford Press, c1996
2nd ed. / James E. Burt, Gerald M. Barber
- : pbk
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注記
Rev. ed. of: Elementary statistics for geographers / Gerald M. Barber. c1988
Includes bibliographical references and index
内容説明・目次
内容説明
Statistics courses frequently gloss over the foundations of statistical analysis and concentrate solely on method. As a result, students are able to perform the techniques, but do not know when to utilize them or how to interpret results incorporating statistical methods. Designed to give geography students a solid understanding of key statistical concepts, this in-depth text both presents basic techniques and fully explores their meaning and importance. Structured for optimal classroom use, the book includes helpful student exercises with answer keys. Four broad sections provide comprehensive coverage of descriptive statistics, inferential statistics, statistical relationships between two variables, and modern methods of analysis.
目次
Statistics and Geography. Part 1: Descriptive Statistics. Univariate Descriptive Statistics. Descriptive Statistics for Spatial Distributions. Concepts of Time Series Analysis. Part 2: Inferential Statistics. Elementary Probability Theory. Random Variables and Probability Distributions. Sampling. Parametric Statistical Inference: Estimation. Parametric Statistical Inference: Hypothesis Testing. Parametric Statistical Inference: Two Sample Tests. Nonparametric Statistics. Part 3: Statistical Relationships between Two Variables. Correlation Analysis. Introduction to Regression Analysis. Inferential Aspects of Regression Analysis. Time Series Analysis. Exploratory Data Analysis. Computer-Intensive Methods.
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