图书简介
An R Companion for Applied Statistics II: Multivariable and Multivariate Techniques breaks the language of the R software down into manageable chunks in order to help students learn how to use R to analyze multivariate data. The book has been designed to be an R companion to Rebecca M. Warner’s Applied Statistics II: Third Edition, and includes end-of-chapter instructions for replicating the examples from that book in R.
Preface \\ Acknowledgments \\ About the Author \\ CHAPTER 1 • Beyond Two Variables and Null Hypothesis Significance Testing \\ Confidence Intervals \\ Effect Size \\ Meta-Analysis \\ Chapter 1: Summary of Key Functions (AKA: Function Cheat Sheet) \\ CHAPTER 2 • Advanced Data Screening, Outliers, and Missing Values \\ Data Management \\ Coding Missing Values \\ Screening Data \\ Chapter 2: Summary of Key Functions (AKA: Function Cheat Sheet) \\ CHAPTER 3 • Statistical Control \\ Including a Third Variable in Graphs \\ Including a Third Variable Quantitatively \\ Chapter 3: Summary of Key Functions (AKA: Function Cheat Sheet) \\ Appendix 3: R Instructions to Accompany Warner (2020b) \\ CHAPTER 4 • Statistical Control With Regression Analysis \\ Visualizing Associations Between Three Variables \\ Performing Regressions and Semipartial Correlations \\ Chapter 4: Summary of Key Functions (AKA: Function Cheat Sheet) \\ Appendix 4: R Instructions to Accompany Warner (2020b) \\ CHAPTER 5 • Beyond Three Variables: Regression With Multiple Predictors \\ Standard Regression \\ User-Determined Regression \\ Data-Driven Regression \\ Chapter 5: Summary of Key Functions (AKA: Function Cheat Sheet) \\ Appendix 5: R Instructions to Accompany Warner (2020b) \\ CHAPTER 6 • Regression With Dummy Variables \\ One-Way Between-Subjects Analysis of Variance (ANOVA) \\ Regression With Dummy Variables \\ Regression With Quantitative and Dummy Variables \\ Chapter 6: Summary of Key Functions (AKA: Function Cheat Sheet) \\ Appendix 6: R Instructions to Accompany Warner (2020b) \\ CHAPTER 7 • Moderation \\ Interactions With Categorical Predictors \\ Interactions With a Categorical and Quantitative Predictor \\ Interactions With Two Quantitative Predictors \\ Interactions with a Categorical and Quantitative Predictor \\ Interactions with Two Quantitative Predictors \\ Chapter 7: Summary of Key Functions (AKA: Function Cheat Sheet) \\ Appendix 7: R Instructions to Accompany Warner (2020b) \\ CHAPTER 8 • Analysis of Covariance \\ Checking Assumptions \\ Performing ANCOVA \\ Presenting Results \\ Chapter 8: Summary of Key Functions (AKA: Function Cheat Sheet) \\ Appendix 8: R Instructions to Accompany Warner (2020b) \\ CHAPTER 9 • Mediation \\ Checking Assumptions \\ Performing Mediation Analysis \\ Presenting Results \\ Chapter 9: Summary of Key Functions (AKA: Function Cheat Sheet) \\ Appendix 9: R Instructions to Accompany Warner (2020b) \\ CHAPTER 10 • Discriminant Analysis \\ Checking Assumptions \\ Performing Discriminant Analysis \\ Presenting Results \\ Chapter 10: Summary of Key Functions (AKA: Function Cheat Sheet) \\ Appendix 10: R Instructions to Accompany Warner (2020b) \\ CHAPTER 11 • Multivariate Analysis of Variance \\ Checking Assumptions \\ Performing Multivariate Analysis of Variance \\ Performing Factorial Multivariate Analysis of Variance \\ Chapter 11: Summary of Key Functions (AKA: Function Cheat Sheet) \\ Appendix 11: R Instructions to Accompany Warner (2020b) \\ CHAPTER 12 • Exploratory Factor Analysis \\ Performing Principal Components Analysis \\ Performing Principal Axis Factor Analysis \\ Chapter 12: Summary of Key Functions (AKA: Function Cheat Sheet) \\ Appendix 12: R Instructions to Accompany Warner (2020b) \\ CHAPTER 13 • Reliability and Validity for Multiple-Item Scales \\ Test-Retest Reliability \\ Factor Analysis \\ Internal Reliability and Creating Scale Scores \\ Chapter 13: Summary of Key Functions (AKA: Function Cheat Sheet) \\ Appendix 13: R Instructions to Accompany Warner (2020b) \\ CHAPTER 14 • Repeated-Measures Tests: Further Exploration \\ Checking Assumptions \\ One-Way Repeated-Measures Analysis of Variance \\ Mixed Analysis of Variance \\ Chapter 14: Summary of Key Functions (AKA: Function Cheat Sheet) \\ Appendix 14: R Instructions to Accompany Warner (2020b) \\ CHAPTER 15 • Brief Introduction to Latent-Variable Structural Equation Modeling \\ Measurement Models \\ Mediation With Latent-Variable Structural Equation Modeling \\ Chapter 15: Summary of Key Functions (AKA: Function Cheat Sheet) \\ Appendix 15: R Instructions to Accompany Warner (2020b) \\ CHAPTER 16 • Binary Logistic Regression \\ Getting Familiar With the Data \\ Binary Logistic Regression \\ Presenting Results \\ Chapter 16: Summary of Key Functions (AKA: Function Cheat Sheet) \\ Appendix 16: R Instructions to Accompany Warner (2020b) \\ CHAPTER 17 • Additional Statistical Techniques \\ Dealing With Time \\ Dealing With Odd Distributions \\ Dealing With Interdependence \\ Concluding Thoughts \\ References
Trade Policy 买家须知
- 关于产品：
- ● 正版保障：本网站隶属于中国国际图书贸易集团公司，确保所有图书都是100%正版。
- ● 环保纸张：进口图书大多使用的都是环保轻型张，颜色偏黄，重量比较轻。
- ● 毛边版：即书翻页的地方，故意做成了参差不齐的样子，一般为精装版，更具收藏价值。
关于退换货：- 由于预订产品的特殊性，采购订单正式发订后，买方不得无故取消全部或部分产品的订购。
- 由于进口图书的特殊性，发生以下情况的，请直接拒收货物，由快递返回：
- ● 外包装破损/发错货/少发货/图书外观破损/图书配件不全（例如：光盘等）
并请在工作日通过电话400-008-1110联系我们。
- 签收后，如发生以下情况，请在签收后的5个工作日内联系客服办理退换货：
- ● 缺页/错页/错印/脱线
关于发货时间：- 一般情况下：
- ●【现货】 下单后48小时内由北京（库房）发出快递。
- ●【预订】【预售】下单后国外发货，到货时间预计5-8周左右，店铺默认中通快递，如需顺丰快递邮费到付。
- ● 需要开具发票的客户，发货时间可能在上述基础上再延后1-2个工作日（紧急发票需求，请联系010-68433105/3213）；
- ● 如遇其他特殊原因，对发货时间有影响的，我们会第一时间在网站公告，敬请留意。
关于到货时间：- 由于进口图书入境入库后，都是委托第三方快递发货，所以我们只能保证在规定时间内发出，但无法为您保证确切的到货时间。
- ● 主要城市一般2-4天
- ● 偏远地区一般4-7天
关于接听咨询电话的时间：- 010-68433105/3213正常接听咨询电话的时间为：周一至周五上午8：30～下午5：00，周六、日及法定节假日休息，将无法接听来电，敬请谅解。
- 其它时间您也可以通过邮件联系我们：customer@readgo.cn,工作日会优先处理。
关于快递：- ● 已付款订单：主要由中通、宅急送负责派送，订单进度查询请拨打010-68433105/3213。
本书暂无推荐
本书暂无推荐
