The joy of stats : a short guide to introductory statistics in the social sciences
著者
書誌事項
The joy of stats : a short guide to introductory statistics in the social sciences
University of Toronto Press, c2010
2nd ed
大学図書館所蔵 全2件
  青森
  岩手
  宮城
  秋田
  山形
  福島
  茨城
  栃木
  群馬
  埼玉
  千葉
  東京
  神奈川
  新潟
  富山
  石川
  福井
  山梨
  長野
  岐阜
  静岡
  愛知
  三重
  滋賀
  京都
  大阪
  兵庫
  奈良
  和歌山
  鳥取
  島根
  岡山
  広島
  山口
  徳島
  香川
  愛媛
  高知
  福岡
  佐賀
  長崎
  熊本
  大分
  宮崎
  鹿児島
  沖縄
  韓国
  中国
  タイ
  イギリス
  ドイツ
  スイス
  フランス
  ベルギー
  オランダ
  スウェーデン
  ノルウェー
  アメリカ
注記
Bibliography: p. 331-335
Includes index
内容説明・目次
内容説明
As a stand-alone text, a self-study manual, or a supplement to a lab manual or comprehensive text, The Joy of Stats is a unique and versatile resource. A "Math Refresher" section and self-assessment test offer a concise review of the needed math background. A "How-To?" section provides short, handy summaries of data analysis techniques and explains when to apply them. Each chapter offers key terms, numerous examples-including real-world data-practice exercises and answers, and verbal algorithms as well as formulas. The result is an unrivalled guide for students of social science as well as for practitioners and policy-makers. The second edition has been revised throughout and includes many new examples. A new companion website, garnerjoyofstats.com, features a data set covering close to 120 countries and 10 variables, student exercises, and a full suite of instructor support materials, including power points for lectures, lab guides, and a test bank. For more information visit www.garnerjoyofstats.com.
目次
List of Figures and Tables Acknowledgments Preface Chapter One: Basic Concepts Part I: Variables Level of Measurement Dichotomous Variables Operationalized Variables Independent (IV) and Dependent (DV) Variables Causality Units of Analysis: Individual and Place-level Data Part II: Thinking about Procedures Descriptive and Inferential Statistics Difference Observing and Estimating Conclusion Key terms Chapter Two: Describing Distributions Part I: Frequency Distributions Part II: Summary Measures Measures of Central Tendency (Mean, Median, Mode) Measures of Dispersion (or Variability) Categoric Variables: Index of Diversity and Index of Qualitative Variation Part III: Graphing and Visual Displays of Distributions Part IV: Standardized Scores or Z-scores The Mathematical Imagination: The Magic of Z-scores Math Interlude: Chebycheff's Inequality Conclusion Key Terms Chapter Three: Statistical Inference Part I: Thinking about Statistical Inference Statistical Inference: What Are We Trying To Do? Variability The Mathematical Imagination: A World Without Variability The Normal Curve The Mathematical Imagination: Mild and Wild Randomness Sampling Distributions and the Normal Curve Sampling Error: Variability of the Sampling Distribution The Central Limit Theorem Math Thoughts Underlying Distributions and Sampling Distributions The Sampling Distribution of a Proportion Part II: Doing Statistical Inference The Logic of Statistical Inference Confidence Intervals Hypothesis Testing (The Null Hypothesis and T-tests) Conclusion Key Terms Chapter Four: Relationships Among Variables Part I: An Overview - Thinking About Variable Relationships Four Types of Data Analysis Techniques Beyond Bivariate Analysis: Adding Variables and Staying Alert Part II: Data Analysis Techniques Section One: Regression Analysis Math Interlude: The Natural Log Transformation Section Two: Crosstabs Section Three: ANOVA Section Four: Logistic Regression Conclusion Key Terms Conclusion How To? Choosing a Data Analysis Technique Regression Analysis Pearson's Correlation Coefficient The Bivariate Regression Equation Coefficient of Determination (aka "R-squared") Crosstabs and Related Procedures Computing Chi-Square Joint and Marginal Distributions More about Running Percentages Measures of Association ANOVA and the F-test T-tests One-Sample T-test Independent Samples T-test Exercises Questions Answers Math Refresher Tips for Studying Math Estimating From Common Sense to Formula The Number Line Greater and Lesser Absolute Value Fractions and Other Proportions Decimal Fractions Percent Comparing Fractions Computing Percent Change and Percentage Point Change Operations Addition Multiplication Subtraction Division Word or Story Problems Squaring, Higher Powers, and Square Roots Squaring Higher Powers Square Roots Scientific Notation Manipulating Formulas The Coordinate Plane, Ordered Pairs, and Functions Appendix Tables of Probability Distributions Table 26: Critical Values for the Z-distribution Table 27: Critical Values for the T-distribution Table 28: Critical Values for the Chi-Square Distribution Table 29: Critical Values for the F-distribution Bibliography, Reading Suggestions, and Works Cited Index
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