35
Data Analysis Lab 04 Regression and Multiple Regression

Data Analysis Lab 04 Regression and Multiple Regression

Embed Size (px)

Citation preview

Page 1: Data Analysis Lab 04 Regression and Multiple Regression

Data Analysis Lab 04 Regression and Multiple Regression

Page 2: Data Analysis Lab 04 Regression and Multiple Regression

Open up Lab 3- Highlight the following 2 variables in the spreadsheet

Page 3: Data Analysis Lab 04 Regression and Multiple Regression

Insert, Scatterplot

Page 4: Data Analysis Lab 04 Regression and Multiple Regression

Make it Bigger- you will notice the outliers, but they are really missing values which are coded as 99 etc

Page 5: Data Analysis Lab 04 Regression and Multiple Regression

To remove them click, on the first row, then under data, click filter

Page 6: Data Analysis Lab 04 Regression and Multiple Regression

Click on the filter for wordsum and remove the missing values

Page 7: Data Analysis Lab 04 Regression and Multiple Regression

You will see the scatterplot start to take shape-

Page 8: Data Analysis Lab 04 Regression and Multiple Regression

Right click on a data point, select add trendline

Page 9: Data Analysis Lab 04 Regression and Multiple Regression

Select Linear, though notice polynomial has a curve to it

Page 10: Data Analysis Lab 04 Regression and Multiple Regression

Also click display Equation on Chart and Display R Squared

Page 11: Data Analysis Lab 04 Regression and Multiple Regression

Print this out

Page 12: Data Analysis Lab 04 Regression and Multiple Regression
Page 13: Data Analysis Lab 04 Regression and Multiple Regression

Try simulation

Page 14: Data Analysis Lab 04 Regression and Multiple Regression

Try curvilinear simulation

Page 15: Data Analysis Lab 04 Regression and Multiple Regression

Save your dataset at the end of each lab

Page 16: Data Analysis Lab 04 Regression and Multiple Regression
Page 17: Data Analysis Lab 04 Regression and Multiple Regression
Page 18: Data Analysis Lab 04 Regression and Multiple Regression

EDUC and WORDSUM – 2 continuous variables

So use a linear regression

Page 19: Data Analysis Lab 04 Regression and Multiple Regression
Page 20: Data Analysis Lab 04 Regression and Multiple Regression
Page 21: Data Analysis Lab 04 Regression and Multiple Regression

Now add in the control variables

Page 22: Data Analysis Lab 04 Regression and Multiple Regression
Page 23: Data Analysis Lab 04 Regression and Multiple Regression
Page 24: Data Analysis Lab 04 Regression and Multiple Regression

Now lets use a binary DV - Over4WordsCorrect

Page 25: Data Analysis Lab 04 Regression and Multiple Regression
Page 26: Data Analysis Lab 04 Regression and Multiple Regression
Page 27: Data Analysis Lab 04 Regression and Multiple Regression
Page 28: Data Analysis Lab 04 Regression and Multiple Regression
Page 29: Data Analysis Lab 04 Regression and Multiple Regression
Page 30: Data Analysis Lab 04 Regression and Multiple Regression

Now add in the control variables

Page 31: Data Analysis Lab 04 Regression and Multiple Regression
Page 32: Data Analysis Lab 04 Regression and Multiple Regression
Page 33: Data Analysis Lab 04 Regression and Multiple Regression
Page 34: Data Analysis Lab 04 Regression and Multiple Regression
Page 35: Data Analysis Lab 04 Regression and Multiple Regression

Save your dataset at the end of each lab