Module 4 Problem Set Due Date: Apr 27, 2016 23:59:59 Max Points: 85 Details: Some commonly employed statistical tests are the independent-samples t-test, paired-samples ttest, and One-Way ANOVA. In this assignment, you will practice conducting independentsamples t-tests, paired-samples t-tests, and One-Way ANOVAs from an SPSS data set. General Requirements: Use the following information to ensure successful completion of the assignment: Review "SPSS Access Instructions" for information on how to access SPSS for this assignment. Access the document, "Introduction to Statistical Analysis Using IBM SPSS Statistics, Student Guide" to complete the assignment. Download the file "Census.sav" and open it with SPSS. Use the data to complete the assignment. Download the file "SPSS_CUST.sav" and open it with SPSS. Use the data to complete the assignment. Directions: Locate the data set "Census.sav" and open it with SPSS. Follow the steps in section 7.14 Learning Activity as written. Answer all of the questions in the activity based on your observations of the SPSS output. Type your answers into a Word document and include supporting graphs or tables from the SPSS output for submission to the instructor. Locate the data set "SPSS_CUST.sav" and open it with SPSS. Follow the steps in section 8.10 Learning Activity as written. Answer all of the questions in the activity based on your observations of the SPSS output. Type your answers into a Word document and include supporting graphs or tables from the SPSS output for submission to the instructor. Locate the data set "Census.sav" and open it with SPSS. Follow the steps in section 9.20 Learning Activity as written. Answer all of the questions in the activity based on your observations of the SPSS output. Type your answers into a Word document and include supporting graphs or tables from the SPSS output for submission to the instructor. RES865.7P5CL_introduction_to_statistical_analysis_using_ibm_spss_statistics.pdf 7.14 Learning Activity In these activities you will use the file Census.sav. The overall goal is to run the IndependentSamples T Test, to interpret the output and visualize the results with an error bar chart. The file Census.sav, a PASW Statistics data file from a survey done on the general adult population. Questions were included about various attitudes and demographic characteristics. 1. We want to see whether men and women differ in their mean socioeconomic index (sei) and their age when their first child was born (agekdbrn). First, use the Explore procedure to view the distributions of these two variables by gender. Are they similar or different? Do you see any problems with doing a t test? 2. Now do a t test for each variable, by gender. Is the homogeneity of variance assumption met, or not? What do you conclude about mean differences by gender? 3. Create an error bar chart for each variable by gender. Is the graph consistent with the result from the t test? 4. Now do the same analysis with the variable race, testing whether there are differences in sei and agekdbrn comparing whites to blacks. Although race has three categories, you can use only two categories in the t test. As before, first use the Explore procedure to view the distributions of these two variables by race? Are they similar or different? Do you see any problems with doing a t test? 5. Now do a t test for each variable, by white versus black. Is the homogeneity of variance assumption met, or not? What do you conclude about mean differences between whites and blacks? 6. Create an error bar chart for each variable by race. Is the graph consistent with the result from the t test? 7. For those with more timed: How could you display an error bar chart with only the categories of white and black, not other? There are at least two methods. 8.10 Learning Activity The overall goal of this learning activity is to use the Paired-Samples T Test. The SPSS customer satisfaction data file SPSS_CUST.SAV. This data file was collected from a random sample of SPSS customers asking about their satisfaction with the software, service, and other features, and some background information on the customer and their company. 1. One variable in the customer survey asked about agreement that SPSS products are a good value (gdvalue). A second question asked about agreement that SPSS offers high quality products (hiqualty). Use a paired-samples t test to see whether the means of these two questions differ (they are measured on a five-point scale). What do you conclude? 2. Then test whether there is a mean difference between agreement that SPSS products are easy to learn (easylrn) and SPSS products are easy to use (easyuse). What do you conclude? 3. Could we use a paired-sample t test to compare how long a customer has used SPSS products (usespss) and how frequently they use SPSS (freqspss)? Why or why not? 9.20 Learning Activity The overall goal of this learning activity is to use One-Way ANOVA with post hoc tests to explore the relationship between several variables. You will use the PASW Statistics data file Census.sav. The file Census.sav, a PASW Statistics data file from a survey done on the general adult population. Questions were included about various attitudes and demographic characteristics. 1. Investigate how the number of siblings (sibs) varies by highest degree (degree). Ask for appropriate statistics. 2. Is the assumption of homogeneity of variance met? Is the ANOVA test significant at the .01 level? 3. Do a post hoc analysis, if justified. Ask for both the Bonferroni and Scheffe tests? What do you conclude from these tests? Which education groups have different mean numbers of children? Are the Bonferroni and Scheffe tests consistent? 4. Create an error bar chart to display the mean differences for sibs by degree. Is the error bar chart a correct representation of which means are different? 5. Now do another analysis of political position (polviews) by degree. 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###INTERESTED IN LOCAL SCHOOL ISSUES ############## @######"@########################INTSPACE####INTERESTED IN SPACE EXPLORATION ############## @######"@########################INTTECH ####INTERESTED IN TECHNOLOGIES ############## @######"@########################INTFARM ####INTERESTED IN FARM ISSUES ############## @######"@########################COLSCI 3###R HAS TAKEN ANY COLLEGE/UNIVERSITYLEVEL SCI COURSE ############## @######"@########################INTINTL "###INTERESTED IN INTERNATIONAL ISSUES ############## @######"@########################INTMED !###INTERESTED IN MEDICAL DISCOVERIES ############## @######"@########################INTMIL ####INTERESTED IN MILITARY POLICY ############## @######"@########################INTSCI (###INTERESTED IN NEW SCIENTIFIC DISCOVERIES############## @######"@########################INTENVIR"###INTERESTED IN ENVIRONMENTAL ISSUES ############## @######"@########################INTRHOME####INTERNET ACCESS IN R'S HOME ############## @######"@########################AGEKDBRN####R'S AGE WHEN 1ST CHILD BORN #############X@#####X@########################PAEDUC %###HIGHEST YEAR SCHOOL COMPLETED, FATHER #####@X@#####X@#####X@########################SCIFROM 7###MAIN SOURCE OF INFORMATION ABOUT SCIENCE AND TECHNOLOGY #############X@#####X@########################HSCHEM *###R EVER TOOK A HIGH SCHOOL CHEMISTRY COURSE ############## @######"@########################HSBIO (###R EVER TOOK A HIGH SCHOOL BIOLOGY COURSE############## @######"@########################HSPHYS (###R EVER TOOK A HIGH SCHOOL PHYSICS COURSE############## @######"@########################HAPUNHAP ###HAPPY OR UNHAPPY WITH LIFE TODAY############## @######"@########################TRUST ####CAN PEOPLE BE TRUSTED ############## @######"@########################HELPFUL (###PEOPLE HELPFUL OR LOOKING OUT FOR SELVES############## @######"@########################CANTRUST.###POEPLE CAN BE TRUSTED OR CANT BE TOO CAREFUL ############## @######"@########################NATDEG 4###IN WHICH COUNTRY DID YOU OBTAIN YOUR HIGHEST DEGREE?#############X@#####X@########################BORNSP ####IN WHAT COUNTRY WERE YOU BORN #############X@#####X@########################CONMEDIC####CONFIDENCE IN MEDICINE ############## @######"@########################CONSCHLS%###CONFIDENCE IN SCHOOLS AND EDUC SYSTEM ############## @######"@########################CONEDUC ####CONFIDENCE IN EDUCATION ############## @######"@########################HEALTH ####CONDITION OF HEALTH ############## @######"@########################CONFINAN(###CONFID IN BANKS & FINANCIAL INSTITUTIONS############## @######"@########################NEWS1 #################### #################### #################### ####'############'###'##NEWS2 #################### #################### #################### #################### ####'############'###'##NEWS3 #################### #################### #################### #################### ########################DATESTAR########################DATECOMP####K########### #K###K##COUNTRYV#################### #################### #################### #################### #################### #################### #################### #################### #################### ####$############$###$##ID2 #################### #################### #################### #################### ########################INCOME_A####Respondents income ####| .A####~.A########################SPEDUC %###HIGHEST YEAR SCHOOL COMPLETED, SPOUSE #####@X@#####X@#####X@#################IAP ######?#YES #######@#NO ###### @#DK ######"@#NA ###############################IAP #########OTHER ######?#MOTHER & FATHER#######@#FATHER & STPMOTHER #######@#MOTHER & STPFATHER #######@#FATHER #######@#MOTHER #######@MALE RELATIVE #######@#FEMALE RELATIVE###### @#M AND F RELATIVES ######"@#NA #############################IAP ######?#WHITE #######@#BLACK #######@#OTHER ################ ########### NOT ASSIGNED ######?#North #######@#South #######@#East #######@#West #######@#NE #######@#NW #######@#SE ###### @#SW ##########################?#MALE #######@#FEMALE #############################Less than primary/high school ######? #Primary/High School #######@#Post Primary/High School #######@#BACHELOR #######@#GRADUATE #######@#IAP ###### @#DK ######"@#NA #############################IAP ######?#Yes #######@#No ###### @ DONT KNOW ######"@#NA ######## ##################IAP #####X@#DK #####X@#NA ######## ####### ############IAP ######?#WORKING FULLTIME #######@#WORKING PARTTIME #######@#TEMP NOT WORKING #######@#UNEMPL, LAID OFF #######@#RETIRED#######@#SCHOOL #######@KEEPING HOUSE ###### @#OTHER ######"@#NA ########################## @EIGHT OR MORE ######"@#DK NA ######## ################X@#DK #####X@#NA ######################### @EIGHT OR MORE ######"@#NA ###########################IAP #########BOTH IN U.S ######?#MOTHER ONLY #######@#FATHER ONLY #######@#MOTHER; FA. DK #######@#NOT MOTHER;FA.DK #######@FATHER; MO.DK #######@#NOT FATHER;MO.DK #######@#DK FOR BOTH ###### @#NEITHER IN U.S ######"@#NA #############################IAP ######? 1ST PERSON #######@ 2ND PERSON #######@ 3RD PERSON #######@ 4TH PERSON #######@ 5TH PERSON #######@ 6TH PERSON #######@ 7TH PERSON ###### @ 8TH PERSON ######"@ 9TH PERSON ######$@#10TH PERSON ######&@#11TH PERSON ######(@#12TH PERSON ######*@#13TH PERSON ######,@#14TH PERSON #####X@#NA #############################IAP ######?#Yes #######@#No ###### @ DONT KNOW ######"@#NA ########################## @8 OR MORE ######"@#NA #########################@X@#IAP #####X@#DK #####X@#NA ############*###>#################?#MARRIED#######@#WIDOWED#######@#DIVORCED #######@ SEPARATED #######@NEVER MARRIED ######"@#NA #############################IAP ######? VERY HAPPY #######@ PRETTY HAPPY #######@NOT TOO HAPPY ###### @#DK ######"@#NA #############################IAP ######?#MARRIED COUPLE, NO CHILDREN #######@SINGLE PARENT #######@#OTHER FAM., NO CHILDREN#######@ SINGLE ADULT #######@#COHAB COUPLE, NO CHILDREN #######@#NON-FAMILY, NO CHILDREN###### @#UNSURE, NO CHILDREN ######&@#MARRIED COUPLE W CHILDREN ######*@#OTHER FAMILY W CHILDREN######.@#COHAB COUPLE W CHILDREN######0@#NONFAMILY W CHILDREN ######2@#UNSURE W CHILDREN #####X@#NA #############################IAP ######? PROTESTANT #######@#CATHOLIC #######@#JEWISH #######@#NONE #######@#OTHER (SPECIFY)#######@#BUDDHISM #######@#HINDUISM ###### @ OTHER EASTERN ######"@ MOSLEM/ISLAM ######$@#ORTHODOX-CHRISTIAN ######&@ CHRISTIAN ######(@#NATIVE AMERICAN######*@#INTER-NONDENOMINATIONAL#####X@#DK #####X@#NA #################################IAP ####@#NA #############################IAP ######?#WHITE #######@#BLACK #######@#AMER INDIAN #######@#ASIATIC, ORIENTAL #######@ OTHER, MIXED ###### @#DK ######"@#NA ######?#LOWER CLASS #######@WORKING CLASS #############################IAP #######@ MIDDLE CLASS #######@#UPPER CLASS #######@#NO CLASS ###### @#DK ######"@#NA #############################IAP ######?#VERY SPIRITUAL #######@#MODEATE SPIRTUAL #######@#SLIGHT SPIRITUAL #######@NOT SPIRITUAL ###### @ DONT KNOW ######"@#NA #############################IAP ######? #MARRIED#######@#WIDOWED#######@#DIVORCED #######@ SEPARATED #######@NEVER MARRIED ###### @#DK ######"@#NA #############################IAP ######? TOO LITTLE #######@#ABOUT RIGHT #######@#TOO MUCH ###### @#DK ######"@#NA ############%###&###'####################IAP ######?#LT $1000 #######@$1000 TO 2999 #######@$3000 TO 3999 #######@$4000 TO 4999 #######@$5000 TO 5999 #######@$6000 TO 6999 #######@$7000 TO 7999 ###### @ $8000 TO 9999 ######"@#$10000 - 14999 ######$@#$15000 - 19999 ######&@#$20000 24999 ######(@#$25000 OR MORE ######*@#REFUSED#####X@#DK #####X@#NA #############################IAP ######? 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GOVERNMENT #######@#PRIVATE###### @#DK ######"@#NA ###########################IAP 33333X@#DK X@#NA ########$##########-############IAP ######?#AFRICA #######@#AUSTRIA#######@FRENCH CANADA #######@ OTHER CANADA #######@#CHINA #######@#CZECHOSLOVAKIA #######@#DENMARK###### @#ENGLAND & WALES######"@#FINLAND######$@#FRANCE ######&@#GERMANY######(@#GREECE ######*@#HUNGARY######,@#IRELAND######.@#ITALY ######0@#JAPAN ######1@#MEXICO ######2@#NETHERLANDS ######3@#NORWAY ######4@#PHILIPPINES ######5@#POLAND ######6@#PUERTO RICO ######7@#RUSSIA ######8@#SCOTLAND ######9@#SPAIN ######:@#SWEDEN ######;@#SWITZERLAND ######<@#WEST INDIES ######=@#OTHER ######>@#AMERICAN INDIAN######?@#INDIA ######@@#PORTUGAL #####@@ LITHUANIA ######A@ YUGOSLAVIA #####A@#RUMANIA######B@#BELGIUM#####B@#ARABIC ######C@OTHER SPANISH #####C@#NON-SPAN W.INDIES ######D@#OTHER ASIAN #####D@#OTHER EUROPEAN #####@X@AMERICAN ONLY #####X@#NO ETH MENTIONED #####X@#NA ########(####################LT HIGH SCHOOL ######?#HIGH SCHOOL #######@#JUNIOR COLLEGE #######@#BACHELOR #######@#GRADUATE #######@#IAP ###### @#DK ######"@#NA ########)###.####################IAP ######?#Gay, lesbian, or homosexual #######@#Bisexual #######@#Heterosexual or straight ###### @ DONT KNOW ######"@#NA ########+#######-########### UNCODEABLE ######?#AFRICA #######@#AUSTRIA#######@FRENCH CANADA #######@ OTHER CANADA #######@#CHINA #######@#CZECHOSLOVAKIA #######@#DENMARK###### @#ENGLAND & WALES######"@#FINLAND######$@#FRANCE ######&@#GERMANY######(@#GREECE ######*@#HUNGARY######,@#IRELAND######.@#ITALY ######0@#JAPAN ######1@#MEXICO ######2@#NETHERLANDS ######3@#NORWAY ######4@#PHILIPPINES ######5@#POLAND ######6@#PUERTO RICO ######7@#RUSSIA ######8@#SCOTLAND ######9@#SPAIN ######:@#SWEDEN ######;@#SWITZERLAND ######<@#WEST INDIES ######=@#OTHER ######>@#AMERICAN INDIAN######?@#INDIA ######@@#PORTUGAL #####@@ LITHUANIA ######A@ YUGOSLAVIA #####A@#RUMANIA######B@#BELGIUM#####B@#ARABIC ######C@OTHER SPANISH #####C@#NON-SPAN WINDIES ######D@#OTHER ASIAN #####D@#OTHER EUROPEAN #####@X@AMERICAN ONLY #####X@#NO ETH MENTIONED #####X@#NA ########,####################IAP ######?#VERY SATISFIED #######@#MOD. SATISFIED #######@#A LITTLE DISSAT#######@#VERY DISSATISFIED ###### @#DK ######"@#NA ########/###################IAP ######? Newspapers #######@ Magazines #######@ The Internet #######@#Books Other printed material #######@#TV #######@#Radio #######@#Government agencies ###### @#Family ######"@#Friends Colleagues ######$@#Other #####X@ DONT KNOW #####X@ NO ANSWER ########0###?####################IAP ######?#Very interested#######@#Moderately interested #######@#Not at all interested ###### @ DONT KNOW ######"@#NA ########1####################IAP ######?#Very interested#######@#Moderately interested #######@#Not at all interested ###### @ DONT KNOW ######"@#NA ########2####################IAP ######?#Very interested#######@#Moderately interested #######@#Not at all interested ###### @ DONT KNOW ######"@#NA ########3####################IAP ######?#Very interested#######@#Moderately interested #######@#Not at all interested ###### @ DONT KNOW ######"@#NA ########4####################IAP ######?#Very interested#######@#Moderately interested #######@#Not at all interested ###### @ DONT KNOW ######"@#NA ########5####################IAP ######?#Yes #######@#No ###### @ DONT KNOW ######"@ NO ANSWER ########6####################IAP ######?#Very interested#######@#Moderately interested #######@#Not at all interested ###### @ DONT KNOW ######"@#NA ########7####################IAP ######?#Very interested#######@#Moderately interested #######@#Not at all interested ###### @ DONT KNOW ######"@#NA ########8####################IAP ######?#Very interested#######@#Moderately interested #######@#Not at all interested ###### @ DONT KNOW ######"@#NA ########9####################IAP ######?#Very interested#######@#Moderately interested #######@#Not at all interested ###### @ DONT KNOW ######"@#NA ########:####################IAP ######?#Very interested#######@#Moderately interested #######@#Not at all interested ###### @ DONT KNOW ######"@#NA ########;####################IAP ######?#Yes #######@#No ###### @ DONT KNOW ######"@ NO ANSWER ########<###@###A###B####################IAP #####X@#DK #####X@#NA ########=####################IAP ######? VERY HAPPY #######@ FAIRLY HAPPY #######@#NOT VERY HAPPY #######@#NOT AT ALL HAPPY @#DK ######"@#NA ########C####################IAP ######? #######@ ###### CAN TRUST CANNOT TRUST #######@#DEPENDS###### @#DK ######"@#NA ########D####################IAP ######?#HELPFUL#######@#LOOKOUT FOR SELF #######@#DEPENDS###### @#DK ######"@#NA ########E####################IAP ######?#ALWAYS TRUSTED #######@#USUALLY TRUSTED#######@#USUAL NOT TRSTED #######@#ALWYS NOT TRSTED ###### @#CANT CHOOSE ######"@#NA ########F#######5############IAP ######?#USA #######@#Antigua#######@#Trinidad #######@#Jamaica#######@#Pakistan #######@#Turkey #######@#Italy ###### @#West Indies ######"@#Colombia ######$@ Kazakhstan ######(@#Cuba ######*@#India ######,@#Germany######.@#Ecuador######0@#Mexico ######1@#Portugal ######2@#El Salvador ######3@#Canada ######4@ Guatemala ######5@#Zimbabwe ######7@#Taiwan ######8@#Philippines ######9@#Israel ######:@#Dominican Republic ######;@#Scotland ######<@#Haiti ######=@#Honduras ######>@#Puerto Rico ######?@ Austraila ######@@#China #####@@#Poland ######A@ Lithuania #####A@#Liberia######B@#Brazil #####B@#Morocco######C@#Spain #####C@#Bulgeria ######D@#USSR #####D@#Kuwait ######E@#Japan #####E@#Korea ######F@#Vietnam#####F@#Bermuda######G@#Ghana #####G@#Panama ######H@#France #####H@#Romania######I@ South Africa #####X@#NA #####I@#England######J@#Britain#####X@ DONT KNOW ########G###H####################IAP ######? A GREAT DEAL #######@ ONLY SOME #######@ HARDLY ANY ###### @#DK ######"@#NA ########I###K###M####################IAP ######?#COMPLETE CONFIDENCE #######@#A GREAT DEAL OF CONFIDENCE #######@#SOME CONFIDENCE#######@#VERY LITTLE CONFIDENCE #######@#NO CONFIDENCE AT ALL ###### @#DK ######"@#NA ########J####################IAP ######? EXCELLENT #######@#GOOD #######@#FAIR #######@#POOR ###### @#DK ######"@#NA ########L################@X@#IAP #####X@#DK #####X@#NA ########n################################################################ ####################################################### ################################################################################ ############################################################################# ################################################################################ ################################################################################ ################################################################################ ####################################################################### ####################################################################### ########### ########### ########### ########### ####################### ############################################### ################################################################################ ################################################################################ ################################################################### ###################### ################################################################################ #############ID=id BORN=born FAMILY16=family16 OTHLANG=othlang RACE=race REGION=region SEX=sex DEGREE=degree OWNBIZ=ownbiz SIBS=sibs WRKSTAT=wrkstat CHILDS=childs HOMPOP=hompop EARNRS=earnrs PARBORN=parborn RESPNUM=respnum STARTBIZ=startbiz ADULTS=adults EDUC=educ MARITAL=marital HAPPY=happy HHTYPE1=hhtype1 RELIG=relig COHORT=cohort HHRACE=hhrace CLASS=class RELIG16=relig16 SPRTPRSN=sprtprsn MAR1=mar1 NATROAD=natroad INCOME=income INCOME06=income06 POLVIEWS=polviews AGE=age WRKGOVT=wrkgovt SEI=sei NATMASS=natmass NATSCI=natsci NATCHLD=natchld ETH1=eth1 MADEG=madeg MAEDUC=maeduc SEXORNT=sexornt ETHNIC=ethnic PASEI=pasei PADEG=padeg SATJOB=satjob 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