EViews Student Version. Today’s Workshop Basic grasp of how EViews manages data Creating Workfiles...
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Transcript of EViews Student Version. Today’s Workshop Basic grasp of how EViews manages data Creating Workfiles...
![Page 1: EViews Student Version. Today’s Workshop Basic grasp of how EViews manages data Creating Workfiles Importing data Running regressions Performing basic.](https://reader036.fdocuments.us/reader036/viewer/2022062318/551c5790550346a5458b5051/html5/thumbnails/1.jpg)
EViews
Student Version
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Today’s Workshop
• Basic grasp of how EViews manages data• Creating Workfiles• Importing data• Running regressions• Performing basic tests• Creating/changing Series• Working with commands
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Thinking About EViews• Workfile
Central place to keep all of your work
• Objects – Series (Numeric, no alpha series in student version)– Equations– Graphs– Groups
*Always comes with series for a constant, c, and residuals, resid
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Workfiles• Creating a Workfile
– File → New → Workfile
• Data StructureTime Series → Dated/Regular → Frequency + Date Range Cross-Sectional → Undated/Irregular → Range of observations
• Save & Name(do not have to do this for this exercise)
• New Pages (Eviews 6)– By clicking on the “New Page” label at the bottom of the Workfile
you can create new pages• Select “By Frequency”
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Exercise #1
• Open the Excel file EViewsLab_data.xls, we will be working with the “Macro” sheet
• Create a new Workfile for today’s workshop
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Importing Data• Copy/Past Method
1. Open new “Empty Group”• Quick → Empty Group• Click on Cell 1 and press the “Up” arrow on keyboard
→
2. Open Excel• Make sure variable names are one constant “String” (no spaces!)• Troubleshoot for other problems
3. Copy Data4. Paste into Eviews Cell 1
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Exercise #2
• Import data Series from Excel sheet 1: Macro
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Importing Data• Import Directly
1. Count the number of variables and CLOSE Excel file2. Proc →Import →Read Text-Locus-File3. Browse for Excel file4.
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Exercise #3
• Create a new page in the Workfile for the unstructured data in the “Micro” sheet
• Import, directly, the data from the “Micro” sheet
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Descriptive Statistics• Group
– Stores select series together– Object → New Object → Group → Select Series → Name
• Descriptive Statistics– When group spreadsheet is open:– View → Descriptive Statistics → Common Sample
→ Correlogram
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Exercise #3
• Create a group for you INDEPENDENT variables (hint: consumption is your dependent variable)
• Find the Standard Deviation for each variable
• Run a correlation matrix of independent variables to determine if you might have multicolinearity (hint: look if off-diagonal absolute values are bigger than 0.5)
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• Create a new Equation– In your Workfile:– Object → New Object → Equation
Separated by spaces: *Dependent variable *Constant, c *Independent variables (or Group)
Regressions
Sample Range
Type of Regression
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• Output
• Name = Save to Workfile
Regression Tests & Fixes
Estimate: Modify Regression
This View
Useful to Create Model
To Run Tests
Regression Summary
Coefficient Summary
Statistics
SAVE!
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• Looking at Residuals– In Equation View:– View → Actual, Fitted, Residual → Actual, Fitted, Residual Table
• Plotting Resid Vs. Fitted Values– Generate fitted values– In Equation View: “Forecast” → OK (is named “variable”f)– In Workfile: Object → New Object → Graph
• Graph: resid “variable”f• Options → Type → Scatter
Regression Tests & Fixes
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• Heteroskedasticity– In Equation View:– View → Residual Tests → White Heteroskedasticity (no cross)– Look at Chi-square value
from a table (want a small value)
– Fix: Click on “Estimate”• Click on “Options” → check box for “Heteroskedasticity consistent
coefficient covarariance” → OK
Regression Tests & Fixes
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• Normality– View → Residual Tests → Histogram-Normality Test– Look at Jarque-Bera stat
– Fix: Depending on skew, you can adjust variables (ex: square, log, etc) or add/delete variables
Regression Tests & Fixes
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• Correlation & Multicolinearity– Create Correlation Matrix:– Quick → Group Statistics → Correlations
– Off-diagonal values should be less than 0.5
– Fix: Talk to your advisor
Regression Tests & Fixes
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Exercise #4
• Plot fitted values vs. residuals• Check for Heteroskedasticity and fix if
necessary• Check for Multicolinearity• Check for Normality
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Changing/Creating Variables
• Edit Mode– In Spreadsheet: Toggle “Edit+/-”– CAREFUL! No “undo”
• Generate new variable– In Workfile:
• Click on “Genr”• Enter equation:“new variable name” = equation
• Regular math function keys• Lag: variable(-1)
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Just for Fun…• Opening a non-excel data file
– Open peacekeeping.txt– Open Excel and open this .txt file from Excel
• Delimitate correctly
• Student Version does not use “alpha” objects (series with words)
• Select only numeric variables or change alpha variables into numeric values
– Import into EViews as before
• Import Directly: Proc →Import →Read Text-Locus-File
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Commands
• Top, Left-Hand “Command Box”
• Single commands • Batch (program)
• Syntax:Command (Option) Argument
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Commands• Frequently Used Commands:
– show variable– genr variable = equation– sample n1 n2
• n1 and n2 represent the start and end of range• Or qualifiers such that:
sample variable if >15
• Statistical Operations:– equation name .ls(h) dependent c independent variables– cor variables– group variables
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Help!• For general instruction or commands:
– EViews PDFs !– Help → Users Guide (pdf)
→ Command & Programming Reference (pdf)
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All Done!If you would like more, individual help
please see the Technical Statistical Coordinator