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- SPSS Survival Manual - Practice Exercises
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SPSS Survival Manual: Data files & exercises
Practice exercises.
Each part below contains practice exercises and review questions for each chapter in SPSS Survival Manual .
Part One: Getting started
Part Two: Preparing the data file
Part Three: Preliminary analyses
Part Four: Statistical techniques to explore relationships among variables
Part Five: Statistical techniques to compare groups
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Statistical data Analysis
SPSS is one the leading statistical software in the world. It provides powerful data analysis tools, which are indispensable for professionals in many different areas. SPSS is required at many universities, and it is for most part the standard for data analysis in several fields.
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This is a list of subjects you may be interested in:
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- Scales - Reliability - Cronbach's Alpha
- Factor Analysis - Principal Components
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- Discriminant Analysis
- Sampling Methods: Random, Stratified, Cluster, etc.
- Stem and Leaf
- Normality Tests (Anderson-Darling, Kolmogorov)
- Standard Deviation
- Standard Error of the Mean
- Coefficient of variation
- Coefficient of Correlation
- Coefficient of Determination
- Least Squares Method
- Multiple Linear Regression
- Multivariate Statistical Analysis
- Logistic Regression in SPSS
- Control Charts
- Autocorrelation
- Seasonal Indexes
- Trends, cycles
- Forecasting
- Binomial Distribution
- Poisson Distribution
- Exponential Distribution
- Standard Normal Distribution
- Z-test, two independent samples
- t-test, two independent samples, paired samples
- Non-parametric Chi Square test
- One Way and Two way ANOVA
- Factorial ANOVA
- ANCOVA and MANOVA in SPSS
- Levene's Test
- Chi Square Tests
- Non-Parametric Tests
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Essentials of Social Statistics for a Diverse Society, 3e
Student resources, spss exercises.
Demonstration 1: Producing a One-Sample T Test
In this chapter, we discussed methods of testing differences in means between a sample and a population value. SPSS includes a One-Sample T Test procedure to do this test. SPSS does not compute the test with the Z statistic; instead, it uses the t statistic to test for all mean differences. The One-Sample T Test procedure can be found under the Analyze menu choice, then under Compare Means, where it is labeled One-Sample T Test. The opening dialog box (Figure 8.1) requires that you place at least one variable in the Test Variable(s) box. Then a test value must be specified.
We’ll use the GSS2014-B data set for this demonstration. The standard workweek is thought to be 40 hr, so let’s test to see whether American adults work that many hours each week. In this example, place HRS1 in the Test Variable(s) box and “40” in the Test Value box. Then click on OK to run the procedure.
Figure 8.1. One-Sample T Test Dialog Box
![Chapter 8_1 Chapter 8_1](https://edge.sagepub.com/sites/default/files/styles/panopoly_image_original/public/8_1.jpg?itok=g1fl4j90)
The output from the One-Sample T Test procedure is not very extensive (see Figure 8.2). A total of 895 people answered the question about number of hours worked per week. The mean number of hours worked is 41.47, with a standard deviation of 15.039. Below this, SPSS lists the test value, 40. It includes the two-tailed significance, or probability, for the one-sample test. This value is .004, given the calculated t statistic of 2.918, with 894 degrees of freedom. Thus, at the .01 significance level, we would reject the null hypothesis and conclude that American adults work more than 40 hr/week.
SPSS also supplies a 95% confidence interval for the mean difference between the test value and the sample mean. Here, the confidence interval runs from .48 to 2.45, providing estimates of how much more than 40 hr/week Americans work.
Figure 8.2. One-Sample T Test Output
![Chapter 8_2 Chapter 8_2](https://edge.sagepub.com/sites/default/files/styles/panopoly_image_original/public/8_2.jpg?itok=ZrC0fm35)
Demonstration 2: Producing a Test of Mean Differences
In this chapter, we have also discussed methods of testing differences in means or proportions between two samples (or groups). The Two-Sample T Test procedure can be found under the Analyze menu choice, then under Compare Means , where it is labeled Independent-Samples T Test .
The opening dialog box requires that you specify various test variables (the dependent variable) and one independent or grouping variable (Figure 8.3). We’ll test the null hypothesis that men and women work the same number of hours each week by using the variable HRS1. Place that variable in the Test Variable(s) box and SEX in the Grouping Variable box. When you do so, question marks appear next to SEX indicating that you must supply two values to define the two groups (independent samples). Click on Define Groups . Then put “1” in the first box and “2” in the second box (1 = male and 2 = female ), as shown in Figure 8.4. Then click on Continue and OK to run the procedure.
Figure 8.3. Independent-Samples T Test Dialog Box
![Chapter 8_3 Chapter 8_3](https://edge.sagepub.com/sites/default/files/styles/panopoly_image_original/public/8_3.jpg?itok=PuhADI0X)
Figure 8.4. Define Groups Dialog Box
![Chapter 8_4 Chapter 8_4](https://edge.sagepub.com/sites/default/files/styles/panopoly_image_original/public/8_4.jpg?itok=o3HZegpn)
The output from Independent Samples T test (Figure 8.5) is detailed and contains more information than we have reviewed in this chapter. The first part of the output displays the mean number of hours worked for Whites and Blacks, the number of respondents in each group, the standard deviation, and the standard error of the mean. We see that males worked 5.00 hr more per week than females (43.92 – 38.92 = 5.00).
Figure 8.5. Independent-Samples T Test Output
![Chapter 8_5 Chapter 8_5](https://edge.sagepub.com/sites/default/files/styles/panopoly_image_original/public/8_5.jpg?itok=Gf7nutwU)
Earlier in the chapter, we reviewed the Levene’s Test and how to determine whether the variances of the two groups are equal. In this case, we reject the null hypothesis of equal variances (the significance of F is .027 < .05 α). The t obtained is 5.048 (equal variances not assumed) with a probability of .000 (smaller than .05 or .01). We can reject the null hypothesis of no difference and conclude that men work significantly more hours per week than women. The difference of 5.00 hr is significant at the .000 level.
What if we wanted to do a one-tailed test instead? SPSS does not directly list the probability for a one-tailed test, but it is easy to calculate. If we had specified a directional research hypothesis--such as that men work more hours than women--we would simply take the probability reported by SPSS and divide it into half for a one-tailed test. Because the probability is so large in this case, our conclusion will be the same whether we do a one- or a two-tailed test.
The last portion of output on each line is the 95% confidence interval for the mean difference in hours worked between the two groups. (Confidence intervals were reviewed in chapter 7.) It is helpful information when testing mean differences because the actual mean difference will vary from sample to sample. The 95% confidence interval gives us a range over which the sample mean differences are likely to vary.
SPSS Problems [GSS14SSDS-B]
1. Use the GSS file to investigate whether or not Americans use the Internet at least 7 hr per week (estimating an hour per day). Perform the One Sample T Test procedure (as presented in SPSS Demonstration 1) to do this test with the variable WWWHR. Do the test at the .01 significance level. What did you find? Do Americans use the Internet 7 hr per week, more or less?
2. The GSS includes a measure of highest educational degree completed (DEGREE). Test whether there is a significant difference between those with less than high school (coded 0) and those with a bachelor’s degree (coded 3) in the number of hours on the Internet per week (WWWHR). Assume α is .05 for a two-tailed test. Summarize your findings.
3. Investigate the difference between individuals who support legalization of marijuana from those who do not based on data from the GSS. Use the variable PRES12 as your independent or grouping variable (1 = Obama and 2 = Romney). Investigate whether there is a significant difference between these two groups in terms of their age (AGE), education (EDUC), and respondent income (NRINCOME06). Assume that α is .05 for a two-tailed test. Based on your analysis, write three Step 5–type statements summarizing your findings.
4. For this analysis, use the variable GOD as your independent variable, comparing individuals who believe in some higher power (3) or know God exists (6). Use the same dependent variables, AGE, EDUC, and NRINCOME06, to estimate t- tests. Assume α is .05 for a two-tailed test. Prepare a statement to summarize your findings.
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What Is SPSS? What Are Its Key Features And Uses/Applications
SPSS, short for the Statistical Package for the Social Sciences, is not just software; it's the secret decoder for the language of data. Crafted by IBM, SPSS is a tool preferred by researchers, statisticians, and analysts for its prowess in dissecting and making sense of data across various fields. Initially tailored for social science pursuits, SPSS finds its applications across diverse domains today.
Key Features:
- SPSS, with its user-friendly interface, transforms complex data analysis into an accessible journey. Navigating data import, cleaning, and manipulation becomes a breeze, especially for those new to statistical analysis.
- Its comprehensive set of statistical procedures, ranging from basic descriptive statistics to advanced analyses caters to users with varying expertise levels.
- SPSS goes beyond historical data examination, delving into predictive analytics. Techniques like linear regression and decision trees allow users to construct and assess predictive models, adding a forward-looking dimension to data analysis.
- Customization options and automation features bring flexibility, making SPSS a dynamic tool for tailored analyses and efficient workflows. Lastly, its robust reporting capabilities weave together statistical results, tables, and charts, simplifying findings presentation for clearer insights.
Uses/Applications:
- In the world of psychology, sociology, and political science, SPSS aids researchers in deciphering nuanced data patterns and extracting meaningful insights.
- Market researchers find SPSS a guiding light, unraveling consumer behavior, interpreting survey data, and guiding businesses with informed decision-making. Healthcare researchers lean on SPSS for clinical studies and epidemiological research.
- Finance and banking sectors harness SPSS for robust financial analysis, risk assessment, and fraud detection, providing a data-driven compass for strategic decisions.
- Government agencies rely on SPSS for evidence-backed policy decisions, demographic analyses, and a deeper understanding of societal trends.
SPSS is not just a tool; it's the companion guiding researchers and analysts enabling them to navigate the journey of analyzing data and turning it into meaningful insights.
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Our experts at The Statistics Assignment Help cover a comprehensive array of topics to ensure a holistic understanding and mastery of SPSS for your assignments and homework.
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- Regression Analysis : Application of regression models to explore relationships between variables and make predictions based on data patterns.
- Factor Analysis: In-depth understanding and implementation of factor analysis to identify underlying factors influencing observed variables.
- Correlation Analysis: Examination of relationships between variables through correlation analysis, utilizing tools within SPSS.
- Chi-square Tests : Application of chi-square tests to analyze categorical data and assess associations between variables.
- Graphical Representation : Proficient use of SPSS tools for creating clear and visually appealing charts and graphs to represent data findings.
- Cluster Analysis: Exploration of cluster analysis techniques to identify natural groupings within datasets.
- Time Series Analysis : Application of time series analysis to study patterns and trends within data over time.
- Multivariate Analysis of Variance (MANOVA): Understanding and implementation of MANOVA to analyze the differences between groups across multiple dependent variables.
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Students often wonder, "Can someone do my SPSS assignment?" and it's completely understandable. SPSS, the Statistical Package for the Social Sciences, can be quite a puzzle to unravel. Here are some reasons why students find themselves reaching out for help:
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- Race Against Time: Student life is a whirlwind, and deadlines are like tornadoes. Balancing SPSS assignments with other commitments can be a real challenge, leaving students wishing for a bit more time.
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- Yearning for Expert Insights: Recognizing the value of expert guidance, many students seek professionals who can not only help with assignments but also provide insights that make SPSS less of a puzzle.
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Popular Student Queries While Solving Spss Homework & Assignments?
How do I Input and Sort Data in SPSS? Many students find themselves scratching their heads when it comes to putting data into SPSS and making sure it's organized properly. They often seek clear guidance on data input methods, handling missing values, and ensuring accuracy for a smooth analysis.
I'm Stuck Choosing a Statistical Test. Can You Help Me Decide? Navigating through the array of statistical tests can be a daunting task, leaving students in a state of uncertainty about the most suitable choice. Frequently, they seek guidance to determine the optimal statistical test for their data – whether it involves t-tests, ANOVA, or regression – all with the goal of ensuring precision in their analysis.
Deciphering SPSS Output Feels Like a Puzzle. Any Clues? Interpreting the results from SPSS can be akin to solving a mystery. Students frequently express confusion about the significance of statistical output and seek help in unraveling the meaning behind the numbers and charts for a better understanding.
Creating Visuals in SPSS is Tricky. Any Tips for Clear Graphs? Converting raw data into visually engaging graphs and charts presents a considerable challenge. Students frequently seek support to craft visually captivating depictions of their data, aiming not only for accuracy in their findings but also for a presentation that is coherent and easily understood.
SPSS Syntax Seems Like a Different Language. Can You Break it Down? The language of SPSS syntax can feel foreign to students. They frequently request explanations and support in using SPSS syntax to perform advanced analyses, automate tasks, and make their SPSS journey less daunting. Addressing these genuine queries ensures that students receive personalized support, making their SPSS learning experience more accessible and enjoyable.
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What is SPSS?
SPSS is an acronym for Statistical Package for the Social Sciences in its full form. It is well-known in the field of statistics and in a variety of other markets; nevertheless, it has also made a name for itself in the field of health sciences.
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SPSS Helpers offer a wide range of services to cater to the diverse needs of their clients, which may include:
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The ultimate goal of an SPSS Helper is to guide clients through the data analysis process , ensuring that their research is supported by robust statistical methods and that results are meaningful and reliable.
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At SPSSanalysis.com, we are your trusted SPSS helper . Our team of experts provides comprehensive assistance for your data analysis needs. Whether you’re a Ph.D. student, academic, or researcher, our SPSS analysis services are designed to simplify the complexity of data analysis and ensure the accuracy and reliability of your results.
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SPSS Statistics Help for Students is an essential resource for those embarking on academic research projects. Many students encounter statistical analysis for the first time during their studies, and it can be a daunting task. SPSS provides a powerful platform for data analysis, but understanding its intricacies and applying the correct statistical techniques can be challenging. SPSS Helpers at SPSSanalysis.com offer targeted assistance to students, ensuring that they grasp the essentials of the software and the methodologies behind it. This service is tailored to simplify the complexities of data analysis, empowering students to produce high-quality research that adheres to academic standards. Get a Free Quote Now!
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Statistical data analysis using SPSS is a cornerstone of academic research across various disciplines. SPSS offers a wide array of statistical tools that enable researchers to explore and analyze their data comprehensively. From descriptive statistics to advanced inferential tests, SPSS is a versatile and robust software package. When you partner with SPSSanalysis.com , you gain access to experts well-versed in utilizing SPSS for statistical analysis. They apply the appropriate statistical tests, interpret results, and generate meaningful insights from your data, enhancing the credibility and impact of your research.
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SPSS holds a significant place in academic research for its ability to facilitate rigorous and evidence-based analysis. It empowers researchers and students to delve deeper into their data, test hypotheses, and draw valuable conclusions. The use of SPSS ensures that research findings are based on sound statistical principles, adding an essential layer of credibility to academic work. Whether you are conducting a survey , experimental research, or any form of data-driven investigation, SPSS serves as a valuable ally in the journey toward academic excellence.
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Yes, you can pay someone to do your SPSS homework , and many students and researchers choose this option to ensure the quality and accuracy of their assignments. At SPSSanalysis.com , we offer a dedicated service for individuals seeking expert assistance with their SPSS homework. We offer transparent pricing and ensure that your homework is completed by experts in the field, ensuring that you receive accurate, insightful, and reliable solutions. Whether you’re a student, academic, or researcher, SPSSanalysis.com is your trusted partner for SPSS homework assistance. Get a Free Quote for SPSS Homework!
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Solutions to all Chapter Exercises and SPSS Exercises are provided here for reference.› Sample› Download all Solutions
SPSS answers psyc 515 homework: review spss worksheet instructions overview this worksheet is designed to assess your ability to perform, interpret, report, and
Paste your SPSS output directly into the homework underneath each relevant question. Type written answers into the document underneath the question to which they relate. This assignment is worth 60 points.
Paste your SPSS output directly into the homework underneath each relevant question. Type written answers into the document underneath the question to which they relate. This assignment is worth 60 points.
The SPSS appendix found on this text's study site explains the basic operation and procedures for SPSS for Windows Student Version. We strongly recommend that you refer to this appendix before beginning the SPSS exercises. When you begin using a data set, you should take the time to review your variables. What are the variables called?
SPSS Homework: Frequency Tables, Histograms, and Bar Charts Template Problem Set 1: A social psychologist is interested in attitudes toward technology among people over 65 years of age. She develops a scale where a lower score indicates a less positive attitude and administers it to 15 people over 65. The results appear in the table below.
Each part below contains practice exercises and review questions for each chapter in SPSS Survival Manual. Part One: Getting started. Part Two: Preparing the data file. Part Three: Preliminary analyses. Part Four: Statistical techniques to explore relationships among variables. Part Five: Statistical techniques to compare groups.
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SPSS HOMEWORK: VARIABILITY TEMPLATE Problem Set 1: The following data are based on numbers taken from the Bureau of Labor Statistics surveys from the year 2019 (located as a resource on the assignment page in Canvas), for community, service, social science, and education occupations.
Final Psychology 354 psyc 354 spss homework: test questions and cumulative assignment instructions overview this assignment is designed to increase your
What is SPSS Assignment Help? SPSS assignment help or SPSS homework Help is a type of academic writing service designed to help students, scholars, and researchers struggling with data analysis using SPSS. It involves providing guidance, resources, and expertise to help them complete their SPSS-related tasks. This can include data analysis, interpretation, report writing, and troubleshooting.
PSYC 515 HOMEWORK: ANOVA SPSS ASSIGNMENT INSTRUCTIONS OVERVIEW This worksheet is designed to assess your ability to perform, interpret, report, and graphically present randomized and repeated measures ANOVAs. These are standard tests in our field and are. Solutions available. PSYC 515. Liberty University.
SPSS Exercises. Demonstration 1: Producing a One-Sample T Test. In this chapter, we discussed methods of testing differences in means between a sample and a population value. SPSS includes a One-Sample T Test procedure to do this test. SPSS does not compute the test with the Z statistic; instead, it uses the t statistic to test for all mean ...
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SPSS answers psyc 515 homework: factorial design spss assignment instructions overview this worksheet is designed to assess your ability to perform, interpret,
If you need help with a lab (s) related to an SPSS homework assignment, you can send me the dataset / excel file or whatever form the task is in & I…
SPSS homework Help from experts in data analysis using SPSS. Detailed Analysis and Interpretation report by online tutors for SPSS homework
The required product for the one- sample t test will include the SPSS output, an APA-style Results section describing the results, and the appropriate graph inserted as a Figure in APA style. For the cumulative problem sets, paste your SPSS output directly into the homework underneath each relevant question.
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