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STATA

• Contents

• Session 1: Introduction to STATA
  • Notation Conventions used throughout the course
    
  • Starting STATA for Windows
    
  • Getting Help
    
  • The STATA Console
    
  • The Menu bar
    
  • The Toolbar
    
  • Creating a Log File
    
  • Practical Session 1a
    
  • Clearing the memory
    
  • Reading a Raw Data File
    
  • Adding Labels
    
  • Practical Session 1b
    
  • Session 1: Demonstrations

• Session 2: Crosstabulation and Recode
  
  • Missing Data
    
  • Crosstabulation in STATA
    
  • Recoding
    
  • Another way to recode
    
  • Computing New Variables
    
  • Example
    
  • Selecting Cases
    
  • Sampling Cases
    
  • Split Analysis
    
  • Practical Session 2
    
  • Session 2: Demonstrations

• Session 3: Graphics and Regression
  
  • Descriptive Statistics
    
  • Histograms
    
  • Box-plots
    
  • Bar Charts
    
  • Scatter Plots
    
  • Types of relationships and lines of best fit
    
  • Simple Linear Regression
    
  • Practical Session 3
    
  • Session 3: Demonstrations

• Session 4: Linear Models in STATA and ANOVA
  
  • Strengths of Linear Relationships
    
  • A Note on Non-Linear Relationships
    
  • Multiple Linear Regression
    
  • Removal of Variables
    
  • Independent Samples t-test
    
  • f-test: Two Sample for Variances
    
  • Paired Samples t-test
    
  • One way ANOVA
    
  • Practical Session 4
    
  • Session 4: Demonstrations

• Session 5: Model diagnostics in STATA
  • The dataset. Cherry tree data
    
  • Checking model formula
    
  • Other omitted variables
    
  • Distributional assumptions
    
  • Independence
    
  • Normality
    
  • Aberrant and influential points
    
  • Leverages
    
  • What do we do about leverages and outliers?
    
  • Box-Cox transformation
    
  • Session 5: Demonstrations
  • dofile

• Session 6: Binary and Binomial Data
  
  • Binary Data
    
  • Binomial
    
  • Fitting models to binary data in STATA
    
  • Parameter interpretation -- logistic regression
    
  • Two-way classification of a binary response
    
  • Fitting models to binomial data in STATA
    
  • Dealing with factors in STATA
    
  • Look at parameter estimates
    
  • Plotting

• Session 7: Generalised Linear Models
  
  • Examples of GLMs in Medical Statistics
    
  • The GLM Algorithm
    
  • Specifications in STATA
    
  • Main Output from STATA
    
  • Example-Coronary Heart Disease Data

• Session 8: Smoothing in Statistical Models
  
  • Smoothing in statistical models
    
  • Additive models
    
  • Additive models algorithm
    
  • Generalised Additive models
    
  • Generalised additive models algorithm
    
  • Fitting GAMs in STATA
    
  • Example 1 Cardiff Bronchitis study
    
  • Two approaches

• British Social Attitude Code Book
  
  • List of all variables used

• Data files

晕倒，还要检查代码啊~也可以直接访问：

http://www.cas.lancs.ac.uk/short_courses/intro_stata.html

打包下载见附件，需要说明的是那个do-file我没法下载，只缺少这一个文件

[此贴子已经被作者于2007-9-22 8:54:13编辑过]

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