分享：Princeton 在线 Stata 教程

 

Source： http://www.princeton.edu/~otorres/Stata/

 

连享会计量专题……

 

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Index

• FAQ page
• What to do first?
  • Stata’s screen
  • Create a log file
  • Set a working directory
  • Allocate memory
  • Open a Stata file
• From Excel to Stata
  • The "quickie" way
  • The "insheet" way
• Data as *.txt, *.dat, *.raw, etc.
  • ASCII data (using Stata infix, infile)
  • Running a dictionary file
  • ASCII data (using SPSS)
  • Data from portable SPSS
• Dealing with zip files (compressed)
• Data manipulation
  • Reshape
    1. Preparing the data
    2. Wide to long
    3. Long to wide
  • Merge / Append / Reclink
  • Adding value labels
  • Adding variable names
  • Rename
  • String to numeric (destring)
  • Value to missing
  • Date variables
    1. d-m-yy
    2. m/d/yyyy
    3. yyyymd
    4. Deconstructing
    5. String with day of the week
  • Time variables
  • Combining date/time variables
  • Foreach (looping vars)
  • Forvalues (looping values)
  • Moving average for panel data
  • Sort variables (alphabetical)

Dealing with string variables

• Text to numbers: encodecommand
• Extracting from numeric or string combination (regexr)
• Deconstructing a numeric variable (substr)
• Dropping observations using a string variable(regexm)

 

连享会计量方法专题……

Publishing regression output

• Outreg2 (with F-tests)
• Outreg2 with Ivreg
• Selecting variables
• Start exploring your data
• Describing the data
• The list command
• The summarize command
• Estimating percentiles
• Getting a codebook
• Counting panels (panel data)
• Basic commands
  1. Frequencies (tab)
  2. Crosstabs (tab)
  3. Multiple frequencies (tab1)
  4. Descriptive statistics (tabstat)
  5. Tab/summ
  6. Proper
• One-way ANOVA
• Rolling standard deviation
• t-test
• Checking for outliers
• Testing interactions (Stata11+)
• Some graphs
  1. Scatter
  1. Regression
  2. Quadrants
  3. Histogram
  4. Bar
  5. Categorical
• Factor Analysis
• Interpretation (regression with logarithms)
• Descriptive Statistics (Excel/Stata/R)
• Linear regression (Stata)
• Linear regression (R)
• Panel data (fixed/random effects)(Stata)
• Panel data (fixed/random effects)(R)
• Multilevel analysis
• Data preparation & Descriptive Statistics
• Finding data (w/comments on crafting research questions)
• Times Series
• Logit regression & Ordered logit regression
• Factor analysis
• Notes on Exploring Data using R and Stata
• Programming in Stata (do-files)
  • Do-file definition
  • Do-file Hello1.do
  • Reading data: Read1.do (using infile, ascii data)
  • Reading data: Read2.do (using insheet, excel data)
  • Reading data: Read2.do (keeping vars)
  • Reading multiple files: Read3.do (using macros)
  • Converting F to C: Convert.do (example using macros)
  • Looping
  • Generate and summarize (z-values example)
  • Encode command
  • While command
  • Foreach command (looping, zvalue.do, macros)
  • Forvalues command (looping, line.do, macros, graph)
• Exercise
• References
• Stata on PU Networks

 

 

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