Statistics for Everyone
Workshop, Summer 2011 [To access the full set of Statistics for Everyone resources please scroll down.]
Statistics for Everyone
Workshop Summer 2011
Advanced Statistics:
Comparing Multiple Conditions and Multiple Variables:
One-way and two-way ANOVAs
Presented
by Prof. Laura McSweeney, Department of Mathematics and
Prof.
Linda Henkel, Department of Psychology
Monday,
June 13 and Tuesday, June 14, 2011
CNS 304
Sponsored
by NSF CCLI Grant and the Center for Academic Excellence
Materials available
on website: www.faculty.fairfield.edu/lmcsweeney/SFE.htm
Funded in part by the Core Integration Initiative, the Center for Academic Excellence at Fairfield University and NSF CCLI Grant #DUE-0736985.
Part 1: Review of Descriptive Statistics and Introduction to SPSS [Powerpoint]
Student Handout for Review of Descriptive Statistics
Handout
for Getting Descriptive Statistics and Graphing in SPSS
Handout
for Getting Descriptive Statistics in Excel
Handout
for Making Graphs in Excel
Handout for Making Tables using Word
Part 2: Comparing 2 or More Conditions With a One-Way ANOVA [Powerpoint]
Student Handout for One-Way ANOVA
Handout for Making Bar and Line Graphs
Part 3: Comparing 2 or More Independent Variables Using a Two-Way ANOVA [Powerpoint]
Student Handout for Two-Way ANOVA
Workshop Examples (SPSS)
SPSS Files:
Other Resources:
Link to Collection
of Data Set Sources and Statistical Tools
Decision Tree (Flow chart for deciding what procedure to do)
Another decision tree
*********
Statistics for Everyone
Resources
Outline of Workshop (Fall 2010)
Part 1: Statistics as a Tool in Scientific Research: Summarizing & Graphically Representing Data [Powerpoint]
Handout for Making Graphs in Excel (Excel 2003)
Handout for Making Graphs in Excel (Excel 2007)
Part 2: Descriptive Statistics: Measures of Central Tendency and Variability [Powerpoint]
Student Handout for Summarizing Data Graphically and with Descriptive Statistics (Parts 1 and 2)
Handout for Getting Descriptive Statistics In Excel (Excel 2003)
Handout for Getting Descriptive Statistics (Excel 2007 and SPSS)
Handout for Making Tables using Word
Part 3: Comparing 2 Conditions With a T Test [Powerpoint]
Student Handout for t tests (Part 3)
Part 4a: Comparing 2 or More Conditions With a One-Way ANOVA [Powerpoint]
Student Handout for One-Way ANOVA
Part 4b: Comparing 2 or More Independent Variables Using a Two-Way ANOVA [Powerpoint]
Student Handout for Two-Way ANOVA
Part 5: Comparing the Proportion of Scores in Different Categories With a Chi Square Test [Powerpoint]
Student Handout for Chi Square Test (Part 5)
Part 6a: Assessing the Relationship Between 2 Numerical Variables With Correlation [Powerpoint]
Student Handout for Correlation and Regression (Part 6a)
Example of Association vs. Causation
Exploring Effect of Outliers on Correlation/Linear Regression
Part 6b: Assessing the Relationship Between More than 2 Numerical Variables [Powerpoint]
Student Handout for Multiple Regression
Exercises:
Excel 2007
SPSS
Excel Files:
Workshop Examples [Data sets]
SFEhistogram.xls [for making histograms, written by Steve Sawin, modified by Laura McSweeney]
SFEStatisticalTests.xls [for running statistical tests]
SPSS Files:
Other Resources:
Link to Collection of
Data Set Sources and Statistical Tools
Decision Tree (Flow chart for deciding what procedure to do)
Homework
History of SFE
Summer 2008: Statistics for
Core Sciences (June 10 and 11, 2008, covered Parts 1, 2, 3, 5, 6a using
Excel)
Summer 2009: Statistics for
Everybody (June 15 and 16, 2009, covered Parts 1, 2, 3, 5, 6a using Excel)
Fall 2010: Statistics for
Nurses (Sept. 17, Sept. 24, Oct. 15, Oct. 22 and Oct. 29, 2010, covered
Parts 1 to 6a,b using both Excel and SPSS)
Summer 2011: Stats
for Everybody Part 2: ANOVA (June 13 and 14, 2011, covered 4a and 4b in SPSS)
Funded in part by the Core Integration Initiative, the Center for Academic Excellence at Fairfield University and NSF CCLI Grant #DUE-0736985.