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Bivariate Regression Analysis

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Bivariate Regression Analysis

Derivation, critical points (Excel, plots, etc.) Deriving OLS estimators (b0, b1) Excel calculation of simple OLS results Steps, plots, analysis ... Bivariate Regression Analysis Author: Hank C. Jenkins-Smith Last modified by: Hank Jenkins-Smith Created Date: 2/10/1999 9:46:51 AM

http://www.tamu.edu/faculty/hjsmith/courses/B632_07lect6_review.ppt

Date added: November 2, 2013 - Views: 17

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Analyzing Survey Data - University of Nevada, Las Vegas

Analyzing Survey Data ... from Paper Surveys SurveyMonkey SelectSurvey.Net Survey Analysis Paper surveys Put data in spreadsheet format using excel or SPSS ... Arial Times New Roman Wingdings Garamond Georgia Layers 1_Layers Analyzing Survey Data Prior to Analysis Prior to ...

http://provost.unlv.edu/Assessment/files/AAW_Spring_2009/Analyzing_Survey_Data.ppt

Date added: October 25, 2011 - Views: 334

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Basic Marketing Research: Using Microsoft Excel Data Analysis ...

Basic Marketing Research: Using Microsoft Excel Data Analysis, 3rd edition. ... Copyright ©2010 Pearson Education, Inc. publishing as Prentice Hall. 14- Covariation. ... Making a Prediction with Bivariate Regression Analysis.

http://www.uta.edu/faculty/richarme/MARK%204311/Powerpoints/BurnsBush_BMR3Ed_Ch14.ppt.pptx

Date added: April 20, 2013 - Views: 45

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Statistics Bivariate Analysis - Canyon Crest Academy Library ...

Statistics Bivariate Analysis Minutes Exercised Per Day vs. Weighted GPA By: Student 1, 2, 3 Why did we choose this study? Exercise is a vital part of staying healthy and living an active and accomplished lifestyle.

http://teachers.sduhsd.net/soloughlin/Stats/Bivariate%20Example%203.ppt

Date added: May 26, 2013 - Views: 8

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Bivariate Regression Analysis

Minimizing e2: A Refresher in Calculus Minimizing error The derivative Slope at a point Differentiation Rules of Derivation Power rule Constants & Sums

http://www.tamu.edu/faculty/hjsmith/courses/B632_07_lect2b.ppt

Date added: January 28, 2013 - Views: 14

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Chapter 14 Quantitative Data Analysis - College of Liberal ...

Data Management: Quantifying Data & Planning Your Analysis Planning for Analysis A sound research plan successfully matches these elements with the proper techniques Collect the type of data that is most appropriate to answering your question and fits the other parameters of your project (budget ...

http://www.clas.ufl.edu/users/tjohns/PlanningAnalysis.ppt

Date added: December 22, 2012 - Views: 73

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Stata analysis, part 2 - Universitetet i oslo

Title: Stata analysis, part 2 Author: hest Last modified by: Hein Stigum Created Date: 12/21/2005 2:25:59 PM Document presentation format: Skjermfremvisning

http://folk.uio.no/heins/Courses/Stata%20Introduction/Stata%203,%20Regression.ppt

Date added: October 24, 2011 - Views: 105

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Multiple Regression - University of North Texas

... univariate descriptive statistics for all variables Graphical depiction of their distribution Assessment of simple bivariate correlations Inspection for missing data ... our variables before running the regression analysis ... of partial correlation We typically prefer this ...

http://www.unt.edu/rss/class/mike/6810/Multiple%20Regression.ppt

Date added: September 27, 2011 - Views: 109

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HIM 3200 Bivariate Analysis

Bivariate Analysis Correlation and Linear Regression Dr. Burton Correlation Pearson product-moment correlation coefficient, given symbol r The r value varies from –1 to +1 Tests significance of two continuous variables A perfect positive correlation ...

http://faculty.weber.edu/lburton/MHA%206350/Bivariate%20Analysis%20and%20Forecasting.ppt

Date added: May 9, 2013 - Views: 8

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Conclusion to Bivariate Linear Regression - University of Regina

Conclusion to Bivariate Linear Regression Economics 224 ... Each step involves reorganizing the results from Excel or other statistical programs to ... significant at the 5% level, ‡ – significant at the 10% level * Residual analysis The t-test and F-test theoretically only work if the ...

http://uregina.ca/~gingrich/e224n1908.ppt

Date added: December 5, 2011 - Views: 22

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Measures of Association for contingency tables 4

... p. 329, don’t peek) [excel ch8sk2] Gen ex 2, p. 338 Lambda (cont.) 4 by SPSS ( p. 301 ) Reading the ... (cont) 2 Discordant pairs: when performing bivariate analysis of ordinal variables, a relationship in which the values of the independent variable is higher ...

http://pirate.shu.edu/~saccomjt/statsch8.ppt

Date added: November 19, 2011 - Views: 23

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SPSS Tutorial - California State University, Channel Islands

SPSS You can open an excel file directly from SPSS ... Graphs Graphs / Histogram Graphs / Pie or Graphs / Interactive / Pie Correlations Analyze / Correlate / Bivariate Choose ... basic steps Select the variables to perform the analysis Set the rule to extract principal components ...

http://math.csuci.edu/ocspss/SPSS-week5.ppt

Date added: September 11, 2012 - Views: 70

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Contingency tables: multivariate analysis and elaboration

UK FHS Historical sociology (2014) Quantitative Data Analysis I. Contingency tables: multivariate analysis and elaboration – introduction to third level of data sorting

http://metodykv.wz.cz/QDA1_crosstab2multivar.ppt

Date added: June 21, 2014 - Views: 3

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BCOR 1020 Business Statistics

BCOR 1020 Business Statistics Lecture 24 – April 17, 2008

http://leeds-faculty.colorado.edu/greivel/aBCOR1020_Lecture24.ppt

Date added: April 21, 2012 - Views: 9

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Chapter 4: Describing the Relation between Two Variables

Variable Association Bivariate Data Example 1 Example 2 Response & Explanatory ... Scatterplots Example Scatterplots & Excel Example Positive & Negative Associations Positive & Negative Association in ... In the Tools menu, select Data Analysis. In the Data Analysis window, select ...

http://www.math.vanderbilt.edu/~pscrooke/math127a/Chapter4.ppt

Date added: September 21, 2011 - Views: 29

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No Slide Title

EXCEL Correlations can be determined in EXCEL by using the TOOLS>DATA ANALYSIS>CORRELATION ... Product Moment Correlation Regression Analysis Bivariate Regression Figs 18.3-18.4 Tables 18.1-18.2 Table 18.3 Figs 18.5-18.7 Multiple Regression Table 18.4 Figure 18.2 Correlation and ...

http://course1.winona.edu/rsmith/Market%20Analysis/malhotra18_basic.ppt

Date added: October 13, 2011 - Views: 24

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Slide 1

Soyoung Jung Kevin Balster Melvin Hale Social Science Methods Fall 2010

http://polaris.gseis.ucla.edu/jrichardson/courses/bivariatef2010.ppt

Date added: August 15, 2013 - Views: 1

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PowerPoint Presentation

Introduction to SPSS 16.0 ... (stats and scales) Data entry (the workspace and labels) By hand Import Excel Running an analysis- frequency, central ... 28. Click Analyze- Correlate- Bivariate 29. Move the two variables of interest to the right side (age & income), click OK * Running ...

http://www.zu.ac.ae/main/files/contents/research/training/SPSSIntro.ppt

Date added: August 20, 2011 - Views: 219

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Chapter 17

Welcome to the Class of Bivariate Data Analysis

http://ion.uwinnipeg.ca/~ssingh5/Mr/bivariate-data-analysis.ppt

Date added: August 25, 2014 - Views: 1

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Desc. Stat.

Exploratory Data Analysis The Box-and-Whisker Plot Bivariate Data Sample Covariance Bivariate Data Sample Covariance ... the weaker any linear relationship The Correlation Coefficient The Correlation Coefficient Using Microsoft Excel Select Tools/Data Analysis Choose Correlation from the ...

https://www.sonoma.edu/users/s/seward/211file/Chapter03.ppt

Date added: August 18, 2013 - Views: 22

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Statistical methods - Universitetet i oslo

... distribution and scatter Bivariate analysis Regression Model estimation Test of assumptions ... Times New Roman Arial FHI lys Microsoft Formelredigering 3.0 Microsoft Office Excel-regneark Microsoft Office Excel Worksheet Microsoft Office Excel 97-2003 Worksheet Linear ...

http://folk.uio.no/heins/Talks/Linear%20regression.ppt

Date added: May 5, 2013 - Views: 7

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Chi Square Test of Independence

ANOVA and Linear Regression ScWk 242 – Week 13 Slides

http://www.sjsu.edu/people/fred.prochaska/courses/ScWk242Spring2013/s1/ScWk%20242%20Week%2012%20Slides%20-%20ANOVA%20and%20Linear%20Regression.ppt

Date added: May 9, 2013 - Views: 14

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Business Research Methods

Correlation Analysis ... Bivariate Correlation & Regression ... Tahoma Wingdings Symbol System Quantitative_Methods MathType 4.0 Equation Microsoft Equation 3.0 Microsoft Excel Chart Microsoft Clip Gallery Introduction to Linear Regression and Correlation Analysis Slide 2 Slide 3 ...

http://www.callisto-science.org/courses/research_methods/PowerPoints/Archive/Bivariate%20Correlation%20&%20Regression%20(Business%20Research%20Methods).ppt

Date added: October 4, 2014 - Views: 1

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Questionnaire Development: SPSS and Reliability

Questionnaire Development Part II: SPSS, Reliability, and Validity Personality Lab October 11, 2010 Tasks for Analyzing Friend/Family Data Several tasks are identical to those completed in the computer lab.

http://nuweb9.neu.edu/personalitylab/wp-content/uploads/SPSS-for-Questionnaire-Assignment-Part-II.ppt

Date added: September 6, 2012 - Views: 21

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Analysis of Medical Data - Florida State University College ...

Analysis of Medical Data Research Perspective Nancy B. Clark. ... Excel, SPSS Use software to ... Bivariate Select Age Select Pathological Tumor Size Check Pearson and Spearman – Two tailed OK Is there a correlation? Negative or Positive?

http://med.fsu.edu/userfiles/file/MedInfo_AnalysisofMedical%20Data.ppt

Date added: March 12, 2013 - Views: 55

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PowerPoint Presentation

Exploratory Data Analysis; coined by Tukey 1977 ... Histograms Raw data hidden Division to categories arbitrary Excel, ... every outlier Can be done for a single distribution or comparing several Normal probability plots will be covered later Bivariate (2 variable) ...

http://www.eeescience.utoledo.edu/Faculty/Mayer/Biostats%20ppt%2006/2006/exploritory%20analysis.ppt

Date added: August 4, 2013 - Views: 4

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Exploring Microsoft Word 2003

Microsoft Word & Excel 2003 ... presentations Presenting Data Properly Presenting Data Properly Presenting Data Properly Presenting Data Properly Bivariate Analysis Analysis with two variables for description or explanation Involves table construction Tables vary based on the type of ...

http://www.clas.ufl.edu/users/tjohns/WordC.ppt

Date added: December 9, 2013 - Views: 14

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SPSS Tutorial 101: Import, Merge and Save Data Sets

The format is ready for analysis. SAS, Excel, txt, etc. data can be easily imported to SPSS. SPSS data files are saved as “SPSS data document (.sav)”. ... click Analyze-> Correlat-> Bivariate Correlation Pearson and Spearman Correlation Simple Regression Tasks Continue using anemia data.

http://www.childrensmercy.org/content/uploadedFiles/Medical_Research/Stats/SPSS%20202%20Linear%20and%20Logistic%20Regression%20Using%20SPSS.ppt

Date added: November 11, 2011 - Views: 161

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Sensation & Perception - San Jose State University

... Analysis Statistical Control Using Multivariate Analysis Simpson’s Paradox In each of these examples, the bivariate analysis (cross-tabulation or correlation) ... Statistics for Managers Using Microsoft® Excel 4th Edition, ...

http://www.sjsu.edu/people/steven.macramalla/courses/stats95/s1/lecture%2010%20--%20Correlation%20and%20Regression.ppt

Date added: May 2, 2013 - Views: 22

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CHAPTER 14, QUANTITATIVE DATA ANALYSIS

multivariate analysis bivariate analysis univariate analysis both A and B ANSWER: D. Multivariate ... No answer Abbreviated Variable Name Numerical Label Definition of the Variable Variable Attributes Data Entry Excel SPSS Univariate Analysis Univariate Analysis – The analysis of a ...

http://www.uncp.edu/home/marson/Powerpoints/3610/chapter14.ppt

Date added: October 1, 2011 - Views: 93

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Slide 1

Bivariate Regression Assumptions and Testing ... Corrections from last day Significance of t values from Excel are for two ... 000639 X Variable 1 0.531977 0.009646 55.14852 7.03E-38 Statistics from Excel for regression of consumption on real GDP Analysis of consumption function results ...

http://uregina.ca/~gingrich/e224n1708.ppt

Date added: October 4, 2011 - Views: 28

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Discrete Multivariate Analysis - The Department of ...

Discrete Multivariate Analysis Analysis of Multivariate Categorical Data Causal or Path Analysis for Categorical Data When the data is continuous, a causal pattern may be assumed to exist amongst the variables.

http://math.usask.ca/~laverty/Stats845/Stats%20845%2017%20-%20Discrete%20Multivariate%20Analysis.ppt

Date added: January 28, 2012 - Views: 41

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LSSG Black Belt Training - Nargund

Regression Analysis Modeling Relationships Regression Analysis Regression Analysis is a study of the relationship between a set of independent variables and the dependent variable.

http://nargund.com/gsu/mba7025/Week7/regression.ppt

Date added: January 31, 2012 - Views: 7

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Statistics for Managers Using Microsoft Excel, 4/e

Using Microsoft® Excel 4th Edition Chapter 3 Numerical Descriptive Measures Chapter Goals After completing this chapter, you should be able to: Compute and interpret the mean, median, and mode for a set of data Find the range, variance, standard deviation, and coefficient of variation and know ...

http://wps.prenhall.com/wps/media/objects/1634/1673281/chap03.ppt

Date added: June 16, 2013 - Views: 5

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FREQUENCY TABLES, BAR GRAPHS, AND HISTOGRAMS

FREQUENCY TABLES, BAR GRAPHS, ... One variable at a time (Univariate Analysis) Two variables at a time (Bivariate Analysis) Multiple variables at a time (Multivariate Analysis) Two stages: reduce the data to a single relatively compact table (frequency table, ...

http://userpages.umbc.edu/~nmiller/POLI300/FREQUENCIES.ppt

Date added: August 27, 2011 - Views: 586

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Brief Intro to Statistics - Arizona State University

After making adjustments to Excel, ... Analyze > Correlate > Bivariate … Regression Analysis (Strength_Injury data) Analyze > Regression > Linear … Regression Equation: Y = a + bx a = y intercept B = coefficient (slope) ...

http://westcgi.west.asu.edu/StatLab/BIO361powerpoint.ppt

Date added: August 23, 2011 - Views: 112

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Week 5 Measurement, Causation and Data Analysis

Measurement, Sampling and Data Analysis

http://www.unm.edu/~sandy/ResearchMethods/handouts/2011/Lecture_5_MeasurementSamplingData%20Analysis_2010.ppt

Date added: August 24, 2014 - Views: 1

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Logistic Regression - California State University, Northridge

Logistic Regression Continued Psy 524 Ainsworth Equations Regression Equation Equations The linear part of the logistic regression equation is used to find the probability of being in a category based on the combination of predictors Programs like SPSS and SAS separate discrete predictors with ...

http://www.csun.edu/~ata20315/psy524/docs/Psy524%20lecture%2019%20logistic_cont.ppt

Date added: July 25, 2013 - Views: 26

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Stat Review 1 - California State University, Northridge

Stat Review 1 IV vs. DV ... – Extraneous variables that offer alternative explanation Another variable that changes along with IV Univariate, Bivariate, ... the right tool at the right time Remember Fancy stats do not make up for poor planning Design is more important than analysis ...

http://www.csun.edu/%7Eata20315/psy524/docs/Psy524%20Lecture%201%20review.ppt

Date added: October 7, 2011 - Views: 32

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Tables and Charts

Statistics for Managers Using Microsoft® Excel 5th Edition Chapter 2 Presenting Data in Tables and Charts

http://www.sonoma.edu/users/s/seward/211file/Chapter02.ppt

Date added: July 13, 2013 - Views: 13

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Social Science Reasoning Using Statistics

... (bivariate) regression in Excel Regression is all about prediction If you want to predict ... Standardized coefficients We’ll get back to these numbers in a few weeks In Excel With Data Analysis “Tool Pack” you can perform regression analysis With standard software package, ...

http://psychology.illinoisstate.edu/abmeyer/courses/psych340/lectures/23.regression2.13.ppt

Date added: February 27, 2014 - Views: 1

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Regression Analysis - University of Texas at Austin

Regression Analysis ... It is usually assumed that the variables are bivariate normal if each ... 굴림 Times New Roman Trebuchet MS Wingdings Tahoma Verdana Arial Chapter15_ANOVA Microsoft Excel Chart Regression Analysis Regression Analysis vs. Chi-Square Test of ...

http://www.utexas.edu/courses/schwab/sw318_spring_2004/SolvingProblems/Class27_RegressionNCorrHypoTest.ppt

Date added: October 20, 2011 - Views: 67

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Slide 1

And average income per educational attainment level * Aims of Bivariate Analysis…to answer 3 questions Does a relationship exist? What is the ... Wingdings 2 Calibri Times New Roman Oriel 1_Oriel 2_Oriel 3_Oriel 4_Oriel 5_Oriel 6_Oriel Microsoft Office Excel Chart Migration: A ...

http://eagle1.american.edu/~af4392a/rp.ppt

Date added: May 21, 2014 - Views: 1

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PowerPoint Presentation

Data analysis: cross-tabulation ... to describe the relationship between two categorical variables To reinforce the range of SPSS skills learnt to date Bivariate analysis The relationship between two variables A ... the proportions have been calculated in Excel and are reproduced in the slide ...

http://www.unodc.org/pdf/gap/trs-11.ppt

Date added: October 22, 2011 - Views: 85

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Slide 1

Bivariate Regression Regression analysis allows us to put a finer point on interpretation of ... Consider the following Excel spreadsheet which depicts the hypothetical relationship between the percent of votes given to a political party in a proportional representation system and the percent of ...

http://people.tamu.edu/~b-wood/POLS%20209/Correlation%20and%20Linear%20Regression.ppt

Date added: September 27, 2012 - Views: 12

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Business Research Methods William G. Zikmund

Business Research Methods William G. Zikmund Chapter 23 Bivariate Analysis: Measures of Associations Measures of Association A general term that refers to a number of bivariate statistical techniques used to measure the strength of a relationship between two variables.

http://www.swlearning.com/management/zikmund/bus_research/powerpoint/ch23.ppt

Date added: January 30, 2012 - Views: 28

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Data Quality and Data Cleaning: An Overview

Data Quality and Data Cleaning: An Overview Theodore Johnson ... Structure the data to fit the GUI. Hardware / software constraints. Data transmission via Excel spreadsheets, Y2K Solutions Metadata ... 1 Bivariate charts: based on bivariate Normal assumptions component-wise limits lead ...

http://www.cs.rutgers.edu/%7Emuthu/dqted.ppt

Date added: September 5, 2011 - Views: 208

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multiple regression - University of South Carolina

regression analysis could be used to determine if . ... Excel’s Chart tools can be used to develop a scatter. diagram and fit a straight line to bivariate data. The estimated regression equation and the coefficient.

http://www.stat.sc.edu/~wang345/Teaching/STA509Fall2013/STA509Notes/Multiple.pptx

Date added: December 21, 2013 - Views: 19

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Introduction to the Class, and to the program

Guides the analysis Excel or Word Steps to making a Table Write a do file that will produce each number you need Iterative ... Table 2+ explores bivariate relationship of main predictor with the outcome Table 3+ explores results of adjusting for confounders Other Tables, Figures for ...

http://rds.epi-ucsf.org/ticr/syllabus/courses/38/2009/09/15/Lecture/notes/Lecture%207%20%2D%20Projects%2C%20Tables.ppt

Date added: May 4, 2013 - Views: 13

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Introduction to SPSS - julius.csscr.washington.edu

... Excel”, then open “CSSCR_Aut12_SPSSintro.xls” IMPORTING A DATA FILE The GUI ... or "Pearson's correlation” -ANALYZE > CORRELATE > BIVARIATE -Move the variables of interest over with the arrow -Select the options you would like to apply to the correlation analysis (Statistics ...

http://julius.csscr.washington.edu/pdf/CSSCR_Aut12_SPSS_BTS.ppt

Date added: May 6, 2013 - Views: 20