【书讯】Statistics with Stata: Version 12, Eighth Edition

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Statistics with Stata: Version 12, Eighth Edition

Author:	Lawrence C. Hamilton
Publisher:	Cengage
Copyright:	April 15, 2012
ISBN-13:	978-0-8400-6463-9
Pages:	512; paperback
Price:	$84.00

Stata官方介绍：http://www.stata.com/bookstore/statistics-with-stata/#contents
配套资料下载：http://www.stata.com/bookstore/swsdl.html

Comment from the Stata technical group  Statistics with Stata: Version 12 is the latest edition  in Professor Lawrence C. Hamilton’s popular Statistics with Stata  series.  Intended to bridge the gap between statistical texts and Stata’s  own documentation, Statistics with Stata demonstrates how to use Stata to  perform a variety of tasks.
  The first three chapters cover getting started in Stata, data manipulation,  and graphics.  Hamilton then introduces many statistical procedures  available within Stata.  These include summary statistics and tables, ANOVA,  linear regression (and diagnostics), robust methods, nonlinear regression,  regression models for limited dependent variables, complex survey data,  survival analysis, factor analysis, cluster analysis, structural equation  modeling, multiple imputation, time series, and multilevel mixed-effects  models.  The final chapter provides an introduction to programming.
  The organization of this book makes it ideal for those who are new to  statistics, experienced statisticians who are new to Stata, and Stata users  wishing to explore Stata's capabilities in a new field.  A series of example  commands with brief descriptions at the beginning of each chapter  demonstrates the Stata syntax for topics discussed in the chapter.  For those  already familiar with the statistical technique but not with the  corresponding Stata commands, this example section may be all that is needed  to begin an analysis using Stata.  Following the example sections, Hamilton  addresses each topic in more detail with descriptions of statistical  procedures, examples using real data, and interpretation of the Stata  output.

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关键词：Statistics statistic Edition Version Statist Copyright technical popular latest 资料

Table of contents

Preface        
  Notes on the Eighth Edition        
  Acknowledgments        

1        Stata and Stata Resources        
  A Typographical Note        
  An Example Stata Session
  Stata’s Documentation and Help Files        
  Searching for Information        
  StataCorp        
  The Stata Journal        
  Books Using Stata

2        Data Management        
  Example Commands
  Creating a New Dataset by Typing in Data        
  Creating a New Dataset by Copy and Paste        
  Specifying Subsets of the Data:  in and if Qualifiers        
  Generating and Replacing Variables        
  Missing Value Codes        
  Using Functions        
  Converting Between Numeric and String Formats        
  Creating New Categorical and Ordinal Variables        
  Using Explicit Subscripts with Variables        
  Importing Data from Other Programs        
  Combining Two or More Stata Files        
  Collapsing Data        
  Reshaping Data        
  Using Weights        
  Creating Random Data and Random Samples        
  Writing Programs for Data Management        

3        Graphs        
  Example Commands        
  Histograms         
  Box Plots         
  Scatterplots and Overlays        
  Line Plots and Connected-Line Plots        
  Other Twoway Plot Types        
  Bar Charts and Pie Charts        
  Symmetry and Quantile Plots        
  Adding Text to Graphs        
  Graphing with Do-Files        
  Retrieving and Combining Graphs        
  Graph Editor        
  Creative Graphing        

4        Survey Data         
  Example Commands        
  Declare Survey Data        
  Design Weights        
  Poststratification Weights        
  Survey-Weighted Tables and Graphs        
  Bar Charts for Multiple Comparisons        

5        Summary Statistics and Tables        
  Example Commands        
  Summary Statistics for Measurement Variables        
  Exploratory Data Analysis        
  Normality Tests and Transformations        
  Frequency Tables and Two-Way Cross-Tabulations        
  Multiple Tables and Multi-Way Cross-Tabulations        
  Tables of Means, Medians and Other Summary Statistics        
  Using Frequency Weights        

6        ANOVA and Other Comparison Methods        
  Example Commands        
  One-Sample Tests        
  Two-Sample Tests        
  One-Way Analysis of Variance (ANOVA)        
  Two- and N-Way Analysis of Variance        
  Factor Variables and Analysis of Covariance (ANCOVA)        
  Predicted Values and Error-Bar Charts        

7        Linear Regression Analysis        
  Example Commands        
  Simple Regression        
  Correlation        
  Multiple Regression        
  Hypothesis Tests        
  Dummy Variables        
  Interaction Effects        
  Robust Estimates of Variance        
  Predicted Values and Residuals        
  Other Case Statistics        
  Diagnosing Multicollinearity and Heteroskedasticity        
  Confidence Bands in Simple Regression        
  Diagnostic Graphs        

8        Advanced Regression Methods        
  Example Commands        
  Lowess Smoothing        
  Robust Regression        
  Further rreg and qreg Applications        
  Nonlinear Regression — 1        
  Nonlinear Regression — 2        
  Box–Cox Regression        
  Multiple Imputation of Missing Values        
  Structural Equation Modeling        

9        Logistic Regression        
  Example Commands        
  Space Shuttle Data        
  Using Logistic Regression        
  Marginal or Conditional Effects Plots        
  Diagnostic Statistics and Plots        
  Logistic Regression with Ordered-Category y        
  Multinomial Logistic Regression        
  Multiple Imputation of Missing Values — Logit Regression Example  

10        Survival and Event-Count Models        
  Example Commands        
  Survival-Time Data        
  Count-Time Data        
  Kaplan–Meier Survivor Functions        
  Cox Proportional Hazard Models        
  Exponential and Weibull Regression        
  Poisson Regression        
  Generalized Linear Models        

11        Principal Component, Factor and Cluster Analysis        
  Example Commands        
  Principal Component Analysis and Principal Component Factoring        
  Rotation        
  Factor Scores        
  Principal Factoring        
  Maximum-Likelihood Factoring        
  Cluster Analysis — 1        
  Cluster Analysis — 2        
  Using Factor Scores in Regression        
  Measurement and Structural Equation Models        

12        Time Series Analysis        
  Example Commands        
  Smoothing        
  Further Time Plot Examples        
  Recent Climate Change        
  Leads, Lags and Differences        
  Correlograms        
  ARIMA Models        
  ARMAX Models        

13        Multilevel and Mixed-Effects Modeling        
  Example Commands        
  Regression with Random Intercepts        
  Random Intercepts and Slopes        
  Multiple Random Slopes        
  Nested Levels        
  Repeated Measurements        
  Cross-Sectional Time Series        
  Mixed-Effects Logit Regression        

14        Introduction to Programming        
  Basic Concepts and Tools        
          Do-files        
        Ado-files        
        Programs        
        Local macros        
        Global macros        
        Scalars        
        Version        
        Comments        
        Looping        
        If ... else        
        Arguments        
        Syntax        
  
  Example Program:  multicat (Plot Many Categorical Variables)        
  Using multicat        
  Help File        
  Monte Carlo Simulation        
  Matrix Programming with Mata        

Dataset Sources        
References        
Index

Please forward me the book at shewalem@gmail.com

好贵的书啊
估计没有电子书。
不过么没有必要

论坛上有前一版的中文的、现在不是资料不够，是不看资料。

蓝色 发表于 2013-5-11 13:11
好贵的书啊
估计没有电子书。
不过么没有必要

有道理，真的把一本书啃下来消化吸收的人，不多。包括我自己目前也是。